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BibTeX records: Zoran Obradovic
@inproceedings{DBLP:conf/hicss/BaembitovKSO24, author = {Rashid Baembitov and Mladen Kezunovic and Daniel Saranovic and Zoran Obradovic}, editor = {Tung X. Bui}, title = {Sensitivity Analysis of Machine Learning Algorithms for Outage Risk Prediction}, booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024}, pages = {3150--3159}, publisher = {ScholarSpace}, year = {2024}, url = {https://hdl.handle.net/10125/106763}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/BaembitovKSO24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/BaembitovKBO23, author = {Rashid Baembitov and Mladen Kezunovic and Keith A. Brewster and Zoran Obradovic}, title = {Incorporating Wind Modeling Into Electric Grid Outage Risk Prediction and Mitigation Solution}, journal = {{IEEE} Access}, volume = {11}, pages = {4373--4380}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3234984}, doi = {10.1109/ACCESS.2023.3234984}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/BaembitovKBO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AlqudahKO23, author = {Mohammad Alqudah and Mladen Kezunovic and Zoran Obradovic}, title = {Automated Power System Fault Prediction and Precursor Discovery Using Multi-Modal Data}, journal = {{IEEE} Access}, volume = {11}, pages = {7283--7296}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2022.3233219}, doi = {10.1109/ACCESS.2022.3233219}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/AlqudahKO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AlshehriPDO23, author = {Jumanah Alshehri and Martin Pavlovski and Eduard C. Dragut and Zoran Obradovic}, title = {Aligning Comments to News Articles on a Budget}, journal = {{IEEE} Access}, volume = {11}, pages = {18900--18909}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3247948}, doi = {10.1109/ACCESS.2023.3247948}, timestamp = {Sat, 11 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/AlshehriPDO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AlqudahO23, author = {Mohammad Alqudah and Zoran Obradovic}, title = {Enhancing Weather-Related Outage Prediction and Precursor Discovery Through Attention-Based Multi-Level Modeling}, journal = {{IEEE} Access}, volume = {11}, pages = {94840--94851}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3303110}, doi = {10.1109/ACCESS.2023.3303110}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/AlqudahO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AljurbuaAAPO23, author = {Rafaa Aljurbua and Jumanah Alshehri and Abdulrahman Alharbi and William Power and Zoran Obradovic}, title = {Social Media Sensors for Weather-Caused Outage Prediction Based on Spatio-Temporal Multiplex Network Representation}, journal = {{IEEE} Access}, volume = {11}, pages = {125883--125896}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3327444}, doi = {10.1109/ACCESS.2023.3327444}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/AljurbuaAAPO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/StanojevicAKHCHKO23, author = {Marija Stanojevic and Jovan Andjelkovic and Adrienne Kasprowicz and Louise A. Huuki and Jennifer Chao and S. Blair Hedges and Sudhir Kumar and Zoran Obradovic}, title = {Discovering research articles containing evolutionary timetrees by machine learning}, journal = {Bioinform.}, volume = {39}, number = {1}, year = {2023}, url = {https://doi.org/10.1093/bioinformatics/btad035}, doi = {10.1093/BIOINFORMATICS/BTAD035}, timestamp = {Sat, 25 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/StanojevicAKHCHKO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/snam/PolychronopoulouAO23, author = {Athanasia Polychronopoulou and Jumanah Alshehri and Zoran Obradovic}, title = {Quantum-inspired measures of network distinguishability}, journal = {Soc. Netw. Anal. Min.}, volume = {13}, number = {1}, pages = {69}, year = {2023}, url = {https://doi.org/10.1007/s13278-023-01069-w}, doi = {10.1007/S13278-023-01069-W}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/snam/PolychronopoulouAO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/HaiWLBPOR23, author = {Ameen Abdel Hai and Mark G. Weiner and Alice Livshits and Jeremiah R. Brown and Anuradha Paranjape and Zoran Obradovic and Daniel J. Rubin}, editor = {Jose M. Juarez and Mar Marcos and Gregor Stiglic and Allan Tucker}, title = {Spatial Knowledge Transfer with Deep Adaptation Network for Predicting Hospital Readmission}, booktitle = {Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, {AIME} 2023, Portoro{\v{z}}, Slovenia, June 12-15, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13897}, pages = {130--139}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-34344-5\_17}, doi = {10.1007/978-3-031-34344-5\_17}, timestamp = {Wed, 07 Jun 2023 17:50:28 +0200}, biburl = {https://dblp.org/rec/conf/aime/HaiWLBPOR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/OtudiGAO23, author = {Hussain Otudi and Shelly Gupta and Nouf Albarakati and Zoran Obradovic}, editor = {B. Aditya Prakash and Dong Wang and Tim Weninger}, title = {Classifying Severe Weather Events by Utilizing Social Sensor Data and Social Network Analysis}, booktitle = {Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November 6-9, 2023}, pages = {64--71}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3625007.3627298}, doi = {10.1145/3625007.3627298}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asunam/OtudiGAO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/PowerO23, author = {William Power and Zoran Obradovic}, editor = {B. Aditya Prakash and Dong Wang and Tim Weninger}, title = {Understanding Online Attitudes with Pre-Trained Language Models}, booktitle = {Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November 6-9, 2023}, pages = {745--752}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3625007.3627302}, doi = {10.1145/3625007.3627302}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asunam/PowerO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/OtudiMKHO23, author = {Hussain Otudi and Taif Mohamed and Mladen Kezunovic and Yi Hu and Zoran Obradovic}, editor = {Tung X. Bui}, title = {Training Machine Learning Models with Simulated Data for Improved Line Fault Events Classification From 3-Phase {PMU} Field Recordings}, booktitle = {56th Hawaii International Conference on System Sciences, {HICSS} 2023, Maui, Hawaii, USA, January 3-6, 2023}, pages = {2641--2650}, publisher = {ScholarSpace}, year = {2023}, url = {https://hdl.handle.net/10125/102957}, timestamp = {Thu, 16 Feb 2023 16:52:47 +0100}, biburl = {https://dblp.org/rec/conf/hicss/OtudiMKHO23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdata/Obradovic22, author = {Zoran Obradovic}, title = {\emph{Call for Papers: } Big Data}, journal = {Big Data}, volume = {10}, number = {4}, pages = {277--278}, year = {2022}, url = {https://doi.org/10.1089/big.2022.29053.cfp}, doi = {10.1089/BIG.2022.29053.CFP}, timestamp = {Tue, 20 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdata/Obradovic22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/ZhouGNPDOQ22, author = {Fang Zhou and Suting Gao and Lyu Ni and Martin Pavlovski and Qiwen Dong and Zoran Obradovic and Weining Qian}, title = {Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification}, journal = {Data Min. Knowl. Discov.}, volume = {36}, number = {5}, pages = {1601--1622}, year = {2022}, url = {https://doi.org/10.1007/s10618-022-00838-z}, doi = {10.1007/S10618-022-00838-Z}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/ZhouGNPDOQ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/BasicAO22, author = {Milan Basic and Branko Arsic and Zoran Obradovic}, title = {Another estimation of Laplacian spectrum of the Kronecker product of graphs}, journal = {Inf. Sci.}, volume = {609}, pages = {605--625}, year = {2022}, url = {https://doi.org/10.1016/j.ins.2022.07.082}, doi = {10.1016/J.INS.2022.07.082}, timestamp = {Thu, 08 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/BasicAO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/HaiWPLBOR22, author = {Ameen Abdel Hai and Mark G. Weiner and Anuradha Paranjape and Alice Livshits and Jeremiah R. Brown and Zoran Obradovic and Daniel J. Rubin}, title = {Deep Learning vs Traditional Models for Predicting Hospital Readmission among Patients with Diabetes}, booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 5-9, 2022}, publisher = {{AMIA}}, year = {2022}, url = {https://knowledge.amia.org/76677-amia-1.4637602/f006-1.4642154/f006-1.4642155/1066-1.4642393/1150-1.4642390}, timestamp = {Wed, 17 Apr 2024 11:46:45 +0200}, biburl = {https://dblp.org/rec/conf/amia/HaiWPLBOR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/ShenHHMOD22, author = {Chen Shen and Chao Han and Lihong He and Arjun Mukherjee and Zoran Obradovic and Eduard C. Dragut}, title = {Session-based News Recommendation from Temporal User Commenting Dynamics}, booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13, 2022}, pages = {163--170}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ASONAM55673.2022.10068595}, doi = {10.1109/ASONAM55673.2022.10068595}, timestamp = {Tue, 20 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asunam/ShenHHMOD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/complexis/Obradovic22, author = {Zoran Obradovic}, editor = {Min Xie and Reinhold Behringer and Victor Chang}, title = {Event Detection and Classification in Big IoT Networks from Scarce and Imprecise Labels}, booktitle = {Proceedings of the 7th International Conference on Complexity, Future Information Systems and Risk, {COMPLEXIS} 2022, Online Streaming, April 23-24, 2022}, pages = {5}, publisher = {{SCITEPRESS}}, year = {2022}, timestamp = {Mon, 28 Aug 2023 09:49:11 +0200}, biburl = {https://dblp.org/rec/conf/complexis/Obradovic22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dasfaa/LiPZDQO22, author = {Xiaoyang Li and Martin Pavlovski and Fang Zhou and Qiwen Dong and Weining Qian and Zoran Obradovic}, editor = {Arnab Bhattacharya and Janice Lee and Mong Li and Divyakant Agrawal and P. Krishna Reddy and Mukesh K. Mohania and Anirban Mondal and Vikram Goyal and Rage Uday Kiran}, title = {Supervised Multi-view Latent Space Learning by Jointly Preserving Similarities Across Views and Samples}, booktitle = {Database Systems for Advanced Applications - 27th International Conference, {DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {13246}, pages = {689--696}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-00126-0\_53}, doi = {10.1007/978-3-031-00126-0\_53}, timestamp = {Fri, 29 Apr 2022 14:50:38 +0200}, biburl = {https://dblp.org/rec/conf/dasfaa/LiPZDQO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/OtudiDMKHO22, author = {Hussain Otudi and Tatjana Dokic and Taif Mohamed and Mladen Kezunovic and Yi Hu and Zoran Obradovic}, title = {Line Faults Classification Using Machine Learning on Three Phase Voltages Extracted from Large Dataset of {PMU} Measurements}, booktitle = {55th Hawaii International Conference on System Sciences, {HICSS} 2022, Virtual Event / Maui, Hawaii, USA, January 4-7, 2022}, pages = {1--10}, publisher = {ScholarSpace}, year = {2022}, url = {http://hdl.handle.net/10125/79760}, timestamp = {Wed, 11 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hicss/OtudiDMKHO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/StanojevicNKO22, author = {Marija Stanojevic and Lesley A. Norris and Philip C. Kendall and Zoran Obradovic}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Vasile Palade and Daniel Neagu and Longzhi Yang and Kit Yan Chan}, title = {Predicting anxiety treatment outcomes with machine learning}, booktitle = {21st {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022}, pages = {957--962}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICMLA55696.2022.00160}, doi = {10.1109/ICMLA55696.2022.00160}, timestamp = {Wed, 29 Mar 2023 19:23:50 +0200}, biburl = {https://dblp.org/rec/conf/icmla/StanojevicNKO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/MarkovicDZO22, author = {Tijana Markovic and Vladan Devedzic and Fang Zhou and Zoran Obradovic}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Vasile Palade and Daniel Neagu and Longzhi Yang and Kit Yan Chan}, title = {Software package for regression algorithms based on Gaussian Conditional Random Fields}, booktitle = {21st {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022}, pages = {1121--1128}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICMLA55696.2022.00184}, doi = {10.1109/ICMLA55696.2022.00184}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/MarkovicDZO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/HaiMPKO22, author = {Ameen Abdel Hai and Taif Mohamed and Martin Pavlovski and Mladen Kezunovic and Zoran Obradovic}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Vasile Palade and Daniel Neagu and Longzhi Yang and Kit Yan Chan}, title = {Transfer Learning on Phasor Measurement Data from a Power System to Detect Events in Another System}, booktitle = {21st {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022}, pages = {1567--1572}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICMLA55696.2022.00244}, doi = {10.1109/ICMLA55696.2022.00244}, timestamp = {Wed, 29 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmla/HaiMPKO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/AlshehriSDO22, author = {Jumanah Alshehri and Marija Stanojevic and Eduard C. Dragut and Zoran Obradovic}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Vasile Palade and Daniel Neagu and Longzhi Yang and Kit Yan Chan}, title = {On Label Quality in Class Imbalance Setting -A Case Study}, booktitle = {21st {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022}, pages = {1666--1671}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICMLA55696.2022.00256}, doi = {10.1109/ICMLA55696.2022.00256}, timestamp = {Wed, 29 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmla/AlshehriSDO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iotbd/Obradovic22, author = {Zoran Obradovic}, editor = {Denis Bastieri and Gary B. Wills and P{\'{e}}ter Kacsuk and Victor Chang}, title = {Event Detection and Classification in Big IoT Networks from Scarce and Imprecise Labels}, booktitle = {Proceedings of the 7th International Conference on Internet of Things, Big Data and Security, IoTBDS 2022, Online Streaming, April 22-24, 2022}, pages = {7}, publisher = {{SCITEPRESS}}, year = {2022}, timestamp = {Tue, 06 Jun 2023 14:58:00 +0200}, biburl = {https://dblp.org/rec/conf/iotbd/Obradovic22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isgteurope/MohamedKOHC22, author = {Taif Mohamed and Mladen Kezunovic and Zoran Obradovic and Yi Hu and Zheyuan Cheng}, title = {Application of Machine Learning to Oscillation Detection using {PMU} Data based on Prony Analysis}, booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022, Novi Sad, Serbia, October 10-12, 2022}, pages = {1--5}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ISGT-Europe54678.2022.9960589}, doi = {10.1109/ISGT-EUROPE54678.2022.9960589}, timestamp = {Tue, 06 Dec 2022 09:27:59 +0100}, biburl = {https://dblp.org/rec/conf/isgteurope/MohamedKOHC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/AlshehriSKRDO22, author = {Jumanah Alshehri and Marija Stanojevic and Parisa Khan and Benjamin Rapp and Eduard C. Dragut and Zoran Obradovic}, editor = {Massih{-}Reza Amini and St{\'{e}}phane Canu and Asja Fischer and Tias Guns and Petra Kralj Novak and Grigorios Tsoumakas}, title = {MultiLayerET: {A} Unified Representation of Entities and Topics Using Multilayer Graphs}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {13714}, pages = {671--687}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-26390-3\_39}, doi = {10.1007/978-3-031-26390-3\_39}, timestamp = {Tue, 28 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/AlshehriSKRDO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO22, author = {Shoumik Roychoudhury and Fang Zhou and Zoran Obradovic}, editor = {Arindam Banerjee and Zhi{-}Hua Zhou and Evangelos E. Papalexakis and Matteo Riondato}, title = {Leveraging Dependencies among Learned Temporal Subsequences}, booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining, {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022}, pages = {504--512}, publisher = {{SIAM}}, year = {2022}, url = {https://doi.org/10.1137/1.9781611977172.57}, doi = {10.1137/1.9781611977172.57}, timestamp = {Sat, 30 Sep 2023 09:55:58 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-08832, author = {Mohammad Alqudah and Tatjana Dokic and Mladen Kezunovic and Zoran Obradovic}, title = {Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast}, journal = {CoRR}, volume = {abs/2206.08832}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.08832}, doi = {10.48550/ARXIV.2206.08832}, eprinttype = {arXiv}, eprint = {2206.08832}, timestamp = {Wed, 22 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-08832.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/HaiDPMSAKO21, author = {Ameen Abdel Hai and Tatjana Dokic and Martin Pavlovski and Taif Mohamed and Daniel Saranovic and Mohammad Alqudah and Mladen Kezunovic and Zoran Obradovic}, title = {Transfer Learning for Event Detection From {PMU} Measurements With Scarce Labels}, journal = {{IEEE} Access}, volume = {9}, pages = {127420--127432}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2021.3111727}, doi = {10.1109/ACCESS.2021.3111727}, timestamp = {Wed, 06 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/HaiDPMSAKO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/icae/SaranovicPPSO21, author = {Daniel Saranovic and Martin Pavlovski and William Power and Ivan Stojkovic and Zoran Obradovic}, title = {Interception of automated adversarial drone swarms in partially observed environments}, journal = {Integr. Comput. Aided Eng.}, volume = {28}, number = {4}, pages = {335--348}, year = {2021}, url = {https://doi.org/10.3233/ICA-210653}, doi = {10.3233/ICA-210653}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/icae/SaranovicPPSO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/ZhaoKODFGKMMOSS21, author = {Bi Zhao and Akila Katuwawala and Christopher J. Oldfield and A. Keith Dunker and Eshel Faraggi and J{\"{o}}rg Gsponer and Andrzej Kloczkowski and Nawar Malhis and Milot Mirdita and Zoran Obradovic and Johannes S{\"{o}}ding and Martin Steinegger and Yaoqi Zhou and Lukasz A. Kurgan}, title = {DescribePROT: database of amino acid-level protein structure and function predictions}, journal = {Nucleic Acids Res.}, volume = {49}, number = {Database-Issue}, pages = {D298--D308}, year = {2021}, url = {https://doi.org/10.1093/nar/gkaa931}, doi = {10.1093/NAR/GKAA931}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nar/ZhaoKODFGKMMOSS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tim/PavlovskiADHKO21, author = {Martin Pavlovski and Mohammad Alqudah and Tatjana Dokic and Ameen Abdel Hai and Mladen Kezunovic and Zoran Obradovic}, title = {Hierarchical Convolutional Neural Networks for Event Classification on {PMU} Measurements}, journal = {{IEEE} Trans. Instrum. Meas.}, volume = {70}, pages = {1--13}, year = {2021}, url = {https://doi.org/10.1109/TIM.2021.3115583}, doi = {10.1109/TIM.2021.3115583}, timestamp = {Wed, 03 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tim/PavlovskiADHKO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/Polychronopoulou21, author = {Athanasia Polychronopoulou and Jumanah Alshehri and Zoran Obradovic}, editor = {Michele Coscia and Alfredo Cuzzocrea and Kai Shu and Ralf Klamma and Sharyn O'Halloran and Jon G. Rokne}, title = {Distinguishability of graphs: a case for quantum-inspired measures}, booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8 - 11, 2021}, pages = {48--55}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3487351.3488330}, doi = {10.1145/3487351.3488330}, timestamp = {Mon, 24 Jan 2022 09:34:23 +0100}, biburl = {https://dblp.org/rec/conf/asunam/Polychronopoulou21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/Polychronopoulou21a, author = {Athanasia Polychronopoulou and Fang Zhou and Zoran Obradovic}, editor = {Michele Coscia and Alfredo Cuzzocrea and Kai Shu and Ralf Klamma and Sharyn O'Halloran and Jon G. Rokne}, title = {Cosine similarity for multiplex network summarization}, booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8 - 11, 2021}, pages = {56--63}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3487351.3488331}, doi = {10.1145/3487351.3488331}, timestamp = {Mon, 24 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/asunam/Polychronopoulou21a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/AlshehriSDO21, author = {Jumanah Alshehri and Marija Stanojevic and Eduard C. Dragut and Zoran Obradovic}, editor = {Djoerd Hiemstra and Marie{-}Francine Moens and Josiane Mothe and Raffaele Perego and Martin Potthast and Fabrizio Sebastiani}, title = {Stay on Topic, Please: Aligning User Comments to the Content of a News Article}, booktitle = {Advances in Information Retrieval - 43rd European Conference on {IR} Research, {ECIR} 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12656}, pages = {3--17}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-72113-8\_1}, doi = {10.1007/978-3-030-72113-8\_1}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecir/AlshehriSDO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/BaembitovDKHO21, author = {Rashid Baembitov and Tatjana Dokic and Mladen Kezunovic and Yi Hu and Zoran Obradovic}, title = {Fast Extraction and Characterization of Fundamental Frequency Events from a Large {PMU} Dataset using Big Data Analytics}, booktitle = {54th Hawaii International Conference on System Sciences, {HICSS} 2021, Kauai, Hawaii, USA, January 5, 2021}, pages = {1--10}, publisher = {ScholarSpace}, year = {2021}, url = {https://hdl.handle.net/10125/71004}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hicss/BaembitovDKHO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-02924, author = {Milan Basic and Branko Arsic and Zoran Obradovic}, title = {Another estimation of Laplacian spectrum of the Kronecker product of graphs}, journal = {CoRR}, volume = {abs/2102.02924}, year = {2021}, url = {https://arxiv.org/abs/2102.02924}, eprinttype = {arXiv}, eprint = {2102.02924}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-02924.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-06130, author = {Jumanah Alshehri and Marija Stanojevic and Eduard C. Dragut and Zoran Obradovic}, title = {Stay on Topic, Please: Aligning User Comments to the Content of a News Article}, journal = {CoRR}, volume = {abs/2103.06130}, year = {2021}, url = {https://arxiv.org/abs/2103.06130}, eprinttype = {arXiv}, eprint = {2103.06130}, timestamp = {Tue, 16 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-06130.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmpb/LjubicRCPONGO20, author = {Branimir Ljubic and Shoumik Roychoudhury and Xi Hang Cao and Martin Pavlovski and Stefan Obradovic and Richard Nair and Lucas Glass and Zoran Obradovic}, title = {Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction}, journal = {Comput. Methods Programs Biomed.}, volume = {197}, pages = {105765}, year = {2020}, url = {https://doi.org/10.1016/j.cmpb.2020.105765}, doi = {10.1016/J.CMPB.2020.105765}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cmpb/LjubicRCPONGO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jamia/LjubicHSDPPO20, author = {Branimir Ljubic and Ameen Abdel Hai and Marija Stanojevic and Wilson Diaz and Daniel Polimac and Martin Pavlovski and Zoran Obradovic}, title = {Predicting complications of diabetes mellitus using advanced machine learning algorithms}, journal = {J. Am. Medical Informatics Assoc.}, volume = {27}, number = {9}, pages = {1343--1351}, year = {2020}, url = {https://doi.org/10.1093/jamia/ocaa120}, doi = {10.1093/JAMIA/OCAA120}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jamia/LjubicHSDPPO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/ZhouGGGO20, author = {Fang Zhou and Avrum Gillespie and Djordje Gligorijevic and Jelena Gligorijevic and Zoran Obradovic}, title = {Use of disease embedding technique to predict the risk of progression to end-stage renal disease}, journal = {J. Biomed. Informatics}, volume = {105}, pages = {103409}, year = {2020}, url = {https://doi.org/10.1016/j.jbi.2020.103409}, doi = {10.1016/J.JBI.2020.103409}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/ZhouGGGO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/widm/HeHMOD20, author = {Lihong He and Chao Han and Arjun Mukherjee and Zoran Obradovic and Eduard C. Dragut}, title = {On the dynamics of user engagement in news comment media}, journal = {WIREs Data Mining Knowl. Discov.}, volume = {10}, number = {1}, year = {2020}, url = {https://doi.org/10.1002/widm.1342}, doi = {10.1002/WIDM.1342}, timestamp = {Tue, 20 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/widm/HeHMOD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/AlqudahDKO20, author = {Mohammad Alqudah and Tatjana Djokic and Mladen Kezunovic and Zoran Obradovic}, title = {Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast}, booktitle = {53rd Hawaii International Conference on System Sciences, {HICSS} 2020, Maui, Hawaii, USA, January 7-10, 2020}, pages = {1--10}, publisher = {ScholarSpace}, year = {2020}, url = {https://hdl.handle.net/10125/64105}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hicss/AlqudahDKO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ifip12/PowerPSSO20, author = {William Power and Martin Pavlovski and Daniel Saranovic and Ivan Stojkovic and Zoran Obradovic}, editor = {Ilias Maglogiannis and Lazaros Iliadis and Elias Pimenidis}, title = {Autonomous Navigation for Drone Swarms in GPS-Denied Environments Using Structured Learning}, booktitle = {Artificial Intelligence Applications and Innovations - 16th {IFIP} {WG} 12.5 International Conference, {AIAI} 2020, Neos Marmaras, Greece, June 5-7, 2020, Proceedings, Part {II}}, series = {{IFIP} Advances in Information and Communication Technology}, volume = {584}, pages = {219--231}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-49186-4\_19}, doi = {10.1007/978-3-030-49186-4\_19}, timestamp = {Wed, 05 Oct 2022 21:11:03 +0200}, biburl = {https://dblp.org/rec/conf/ifip12/PowerPSSO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PavlovskiGSAKGB20, author = {Martin Pavlovski and Jelena Gligorijevic and Ivan Stojkovic and Shubham Agrawal and Shabhareesh Komirishetty and Djordje Gligorijevic and Narayan Bhamidipati and Zoran Obradovic}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {Time-Aware User Embeddings as a Service}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {3194--3202}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403371}, doi = {10.1145/3394486.3403371}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/PavlovskiGSAKGB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-00950, author = {Quang Pham and Marija Stanojevic and Zoran Obradovic}, title = {Extracting Entities and Topics from News and Connecting Criminal Records}, journal = {CoRR}, volume = {abs/2005.00950}, year = {2020}, url = {https://arxiv.org/abs/2005.00950}, eprinttype = {arXiv}, eprint = {2005.00950}, timestamp = {Fri, 08 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-00950.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdata/Obradovic19, author = {Zoran Obradovic}, title = {Editorial Message}, journal = {Big Data}, volume = {7}, number = {3}, pages = {139}, year = {2019}, url = {https://doi.org/10.1089/big.2019.29031.zob}, doi = {10.1089/BIG.2019.29031.ZOB}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdata/Obradovic19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdata/Obradovic19a, author = {Zoran Obradovic}, title = {Editorial Message}, journal = {Big Data}, volume = {7}, number = {4}, pages = {216--217}, year = {2019}, url = {https://doi.org/10.1089/big.2019.29033.zob}, doi = {10.1089/BIG.2019.29033.ZOB}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdata/Obradovic19a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/GligorijevicGSB19, author = {Jelena Gligorijevic and Djordje Gligorijevic and Ivan Stojkovic and Xiao Bai and Amit Goyal and Zoran Obradovic}, title = {Deeply supervised model for click-through rate prediction in sponsored search}, journal = {Data Min. Knowl. Discov.}, volume = {33}, number = {5}, pages = {1446--1467}, year = {2019}, url = {https://doi.org/10.1007/s10618-019-00625-3}, doi = {10.1007/S10618-019-00625-3}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datamine/GligorijevicGSB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/AlbarakatiO19, author = {Nouf Albarakati and Zoran Obradovic}, title = {Multi-domain and multi-view networks model for clustering hospital admissions from the emergency department}, journal = {Int. J. Data Sci. Anal.}, volume = {8}, number = {4}, pages = {385--403}, year = {2019}, url = {https://doi.org/10.1007/s41060-018-0147-5}, doi = {10.1007/S41060-018-0147-5}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/AlbarakatiO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jamia/GligorijevicGPM19, author = {Jelena Gligorijevic and Djordje Gligorijevic and Martin Pavlovski and Elizabeth Milkovits and Lucas Glass and Kevin Grier and Praveen Vankireddy and Zoran Obradovic}, title = {Optimizing clinical trials recruitment via deep learning}, journal = {J. Am. Medical Informatics Assoc.}, volume = {26}, number = {11}, pages = {1195--1202}, year = {2019}, url = {https://doi.org/10.1093/jamia/ocz064}, doi = {10.1093/JAMIA/OCZ064}, timestamp = {Tue, 16 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jamia/GligorijevicGPM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/LjubicGGPO19, author = {Branimir Ljubic and Djordje Gligorijevic and Jelena Gligorijevic and Martin Pavlovski and Zoran Obradovic}, title = {Social network analysis for better understanding of influenza}, journal = {J. Biomed. Informatics}, volume = {93}, year = {2019}, url = {https://doi.org/10.1016/j.jbi.2019.103161}, doi = {10.1016/J.JBI.2019.103161}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jbi/LjubicGGPO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/CaoHGKO19, author = {Xi Hang Cao and Chao Han and Lucas M. Glass and Allen Kindman and Zoran Obradovic}, title = {Time-to-event estimation by re-defining time}, journal = {J. Biomed. Informatics}, volume = {100}, year = {2019}, url = {https://doi.org/10.1016/j.jbi.2019.103326}, doi = {10.1016/J.JBI.2019.103326}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jbi/CaoHGKO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/StanojevicAO19, author = {Marija Stanojevic and Jumanah Alshehri and Zoran Obradovic}, editor = {Francesca Spezzano and Wei Chen and Xiaokui Xiao}, title = {Surveying public opinion using label prediction on social media data}, booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August, 2019}, pages = {188--195}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3341161.3342861}, doi = {10.1145/3341161.3342861}, timestamp = {Sat, 09 Apr 2022 12:39:00 +0200}, biburl = {https://dblp.org/rec/conf/asunam/StanojevicAO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cybersa/AsadiRO19, author = {Nima Asadi and Aunshul Rege and Zoran Obradovic}, title = {Pattern discovery in intrusion chains and adversarial movement}, booktitle = {International Conference on Cyber Situational Awareness, Data Analytics And Assessment, Cyber {SA} 2019, Oxford, United Kingdom, June 3-4, 2019}, pages = {1--4}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/CyberSA.2019.8899391}, doi = {10.1109/CYBERSA.2019.8899391}, timestamp = {Mon, 25 Nov 2019 12:51:24 +0100}, biburl = {https://dblp.org/rec/conf/cybersa/AsadiRO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/DokicPGKO19, author = {Tatjana Dokic and Martin Pavlovski and Djordje Gligorijevic and Mladen Kezunovic and Zoran Obradovic}, editor = {Tung Bui}, title = {Spatially Aware Ensemble-Based Learning to Predict Weather-Related Outages in Transmission}, booktitle = {52nd Hawaii International Conference on System Sciences, {HICSS} 2019, Grand Wailea, Maui, Hawaii, USA, January 8-11, 2019}, pages = {1--10}, publisher = {ScholarSpace}, year = {2019}, url = {https://hdl.handle.net/10125/59784}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hicss/DokicPGKO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanCSGO19, author = {Chao Han and Xi Hang Cao and Marija Stanojevic and Mohamed F. Ghalwash and Zoran Obradovic}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {360--368}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.41}, doi = {10.1137/1.9781611975673.41}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanCSGO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO19, author = {Shoumik Roychoudhury and Fang Zhou and Zoran Obradovic}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {495--503}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.56}, doi = {10.1137/1.9781611975673.56}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/StanojevicADO19, author = {Marija Stanojevic and Jumanah Alshehri and Eduard C. Dragut and Zoran Obradovic}, editor = {Dyaa Albakour and Miguel Martinez and Sylvia Tippmann and Ahmet Aker and Jonathan Stray and Shiri Dori{-}Hacohen and Alberto Barr{\'{o}}n{-}Cede{\~{n}}o}, title = {Biased News Data Influence on Classifying Social Media Posts}, booktitle = {Proceedings of the Third International Workshop on Recent Trends in News Information Retrieval, co-located with 42nd International {ACM} Conference on Research and Development in Information Retrieval {(SIGIR} 2019), Paris, France, July 25, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2411}, pages = {3--8}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2411/paper1.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:16 +0100}, biburl = {https://dblp.org/rec/conf/sigir/StanojevicADO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-00853, author = {Milan Basic and Branko Arsic and Zoran Obradovic}, title = {Further results on structured regression for multi-scale networks}, journal = {CoRR}, volume = {abs/1909.00853}, year = {2019}, url = {http://arxiv.org/abs/1909.00853}, eprinttype = {arXiv}, eprint = {1909.00853}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-00853.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdata/Obradovic18, author = {Zoran Obradovic}, title = {Editorial Message}, journal = {Big Data}, volume = {6}, number = {2}, pages = {67--68}, year = {2018}, url = {https://doi.org/10.1089/big.2018.29026.zob}, doi = {10.1089/BIG.2018.29026.ZOB}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdata/Obradovic18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdata/Obradovic18a, author = {Zoran Obradovic}, title = {Editorial Message}, journal = {Big Data}, volume = {6}, number = {3}, pages = {171--172}, year = {2018}, url = {https://doi.org/10.1089/big.2018.29027.zob}, doi = {10.1089/BIG.2018.29027.ZOB}, timestamp = {Fri, 11 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdata/Obradovic18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/complexity/ReljinOPM18, author = {Irini Reljin and Zoran Obradovic and Mirjana B. Popovic and Valeri M. Mladenov}, title = {New Methods for Analyzing Complex Biomedical Systems and Signals}, journal = {Complex.}, volume = {2018}, pages = {6405121:1--6405121:3}, year = {2018}, url = {https://doi.org/10.1155/2018/6405121}, doi = {10.1155/2018/6405121}, timestamp = {Thu, 24 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/complexity/ReljinOPM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/RegeOAPPMS18, author = {Aunshul Rege and Zoran Obradovic and Nima Asadi and Edward Parker and Rohan Pandit and Nicholas Masceri and Brian Singer}, title = {Predicting Adversarial Cyber-Intrusion Stages Using Autoregressive Neural Networks}, journal = {{IEEE} Intell. Syst.}, volume = {33}, number = {2}, pages = {29--39}, year = {2018}, url = {https://doi.org/10.1109/MIS.2018.111145153}, doi = {10.1109/MIS.2018.111145153}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/RegeOAPPMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijis/JelisavcicSMO18, author = {Vladisav Jelisavcic and Ivan Stojkovic and Veljko Milutinovic and Zoran Obradovic}, title = {Fast learning of scale-free networks based on Cholesky factorization}, journal = {Int. J. Intell. Syst.}, volume = {33}, number = {6}, pages = {1322--1339}, year = {2018}, url = {https://doi.org/10.1002/int.21984}, doi = {10.1002/INT.21984}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijis/JelisavcicSMO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmod/SinghDZBBFJKOVZ18, author = {Lisa Singh and Amol Deshpande and Wenchao Zhou and Arindam Banerjee and Alex J. Bowers and Sorelle A. Friedler and H. V. Jagadish and George Karypis and Zoran Obradovic and Anil Vullikanti and Wangda Zuo}, title = {{NSF} {BIGDATA} {PI} Meeting - Domain-Specific Research Directions and Data Sets}, journal = {{SIGMOD} Rec.}, volume = {47}, number = {3}, pages = {32--35}, year = {2018}, url = {https://doi.org/10.1145/3316416.3316425}, doi = {10.1145/3316416.3316425}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmod/SinghDZBBFJKOVZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/titb/JordanskiRMFO18, author = {Milos Jordanski and Milos D. Radovic and Zarko Milosevic and Nenad Filipovic and Zoran Obradovic}, title = {Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models}, journal = {{IEEE} J. Biomed. Health Informatics}, volume = {22}, number = {2}, pages = {537--544}, year = {2018}, url = {https://doi.org/10.1109/JBHI.2016.2639818}, doi = {10.1109/JBHI.2016.2639818}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/titb/JordanskiRMFO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cybersa/AsadiRO18, author = {Nima Asadi and Aunshul Rege and Zoran Obradovic}, title = {Analysis of Adversarial Movement Through Characteristics of Graph Topological Ordering}, booktitle = {International Conference On Cyber Situational Awareness, Data Analytics And Assessment, CyberSA 2018, Glasgow, Scotland, UK, June 11-12, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/CyberSA.2018.8551361}, doi = {10.1109/CYBERSA.2018.8551361}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/cybersa/AsadiRO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/KezunovicODR18, author = {Mladen Kezunovic and Zoran Obradovic and Tatjana Djokic and Shoumik Roychoudhury}, editor = {Tung Bui}, title = {Systematic Framework for Integration of Weather Data into Prediction Models for the Electric Grid Outage and Asset Management Applications}, booktitle = {51st Hawaii International Conference on System Sciences, {HICSS} 2018, Hilton Waikoloa Village, Hawaii, USA, January 3-6, 2018}, pages = {1--10}, publisher = {ScholarSpace / {AIS} Electronic Library (AISeL)}, year = {2018}, url = {https://hdl.handle.net/10125/50234}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hicss/KezunovicODR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/CaoHO18, author = {Xi Hang Cao and Chao Han and Zoran Obradovic}, title = {Learning a Dynamic-Based Representation for Multivariate Biomarker Time Series Classifications}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2018, New York City, NY, USA, June 4-7, 2018}, pages = {163--173}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICHI.2018.00026}, doi = {10.1109/ICHI.2018.00026}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/CaoHO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/PavlovskiZAKO18, author = {Martin Pavlovski and Fang Zhou and Nino Arsov and Ljupco Kocarev and Zoran Obradovic}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Generalization-Aware Structured Regression towards Balancing Bias and Variance}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {2616--2622}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/363}, doi = {10.24963/IJCAI.2018/363}, timestamp = {Tue, 20 Aug 2019 16:19:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/PavlovskiZAKO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbp-brims/AsadiRO18, author = {Nima Asadi and Aunshul Rege and Zoran Obradovic}, editor = {Robert Thomson and Christopher L. Dancy and Ayaz Hyder and Halil Bisgin}, title = {Assessment of Group Dynamics During Cyber Crime Through Temporal Network Topology}, booktitle = {Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Washington, DC, USA, July 10-13, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10899}, pages = {401--407}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93372-6\_44}, doi = {10.1007/978-3-319-93372-6\_44}, timestamp = {Tue, 14 May 2019 10:00:35 +0200}, biburl = {https://dblp.org/rec/conf/sbp-brims/AsadiRO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/GligorijevicSSS18, author = {Djordje Gligorijevic and Jelena Stojanovic and Wayne Satz and Ivan Stojkovic and Kraftin Schreyer and Daniel Del Portal and Zoran Obradovic}, editor = {Martin Ester and Dino Pedreschi}, title = {Deep Attention Model for Triage of Emergency Department Patients}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {297--305}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.34}, doi = {10.1137/1.9781611975321.34}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/GligorijevicSSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/GligorijevicGRG18, author = {Djordje Gligorijevic and Jelena Gligorijevic and Aravindan Raghuveer and Mihajlo Grbovic and Zoran Obradovic}, editor = {Kevyn Collins{-}Thompson and Qiaozhu Mei and Brian D. Davison and Yiqun Liu and Emine Yilmaz}, title = {Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks}, booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&} Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI, USA, July 08-12, 2018}, pages = {1021--1024}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3209978.3210138}, doi = {10.1145/3209978.3210138}, timestamp = {Wed, 16 Sep 2020 13:34:22 +0200}, biburl = {https://dblp.org/rec/conf/sigir/GligorijevicGRG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/CaoOK18, author = {Xi Hang Cao and Zoran Obradovic and Kyungnam Kim}, title = {A Simple yet Effective Model for Zero-Shot Learning}, booktitle = {2018 {IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2018, Lake Tahoe, NV, USA, March 12-15, 2018}, pages = {766--774}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/WACV.2018.00089}, doi = {10.1109/WACV.2018.00089}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wacv/CaoOK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-10705, author = {Jelena Stojanovic and Milos Jovanovic and Djordje Gligorijevic and Zoran Obradovic}, title = {Semi-supervised learning for structured regression on partially observed attributed graphs}, journal = {CoRR}, volume = {abs/1803.10705}, year = {2018}, url = {http://arxiv.org/abs/1803.10705}, eprinttype = {arXiv}, eprint = {1803.10705}, timestamp = {Tue, 21 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-10705.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-10739, author = {Jelena Gligorijevic and Djordje Gligorijevic and Ivan Stojkovic and Xiao Bai and Amit Goyal and Zoran Obradovic}, title = {Deeply Supervised Semantic Model for Click-Through Rate Prediction in Sponsored Search}, journal = {CoRR}, volume = {abs/1803.10739}, year = {2018}, url = {http://arxiv.org/abs/1803.10739}, eprinttype = {arXiv}, eprint = {1803.10739}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-10739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-10799, author = {Jelena Stojanovic and Djordje Gligorijevic and Zoran Obradovic}, title = {Modeling Customer Engagement from Partial Observations}, journal = {CoRR}, volume = {abs/1803.10799}, year = {2018}, url = {http://arxiv.org/abs/1803.10799}, eprinttype = {arXiv}, eprint = {1803.10799}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-10799.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-11462, author = {Djordje Gligorijevic and Jelena Stojanovic and Zoran Obradovic}, title = {Improving confidence while predicting trends in temporal disease networks}, journal = {CoRR}, volume = {abs/1803.11462}, year = {2018}, url = {http://arxiv.org/abs/1803.11462}, eprinttype = {arXiv}, eprint = {1803.11462}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-11462.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-03240, author = {Djordje Gligorijevic and Jelena Stojanovic and Wayne Satz and Ivan Stojkovic and Kraftin Schreyer and Daniel Del Portal and Zoran Obradovic}, title = {Deep Attention Model for Triage of Emergency Department Patients}, journal = {CoRR}, volume = {abs/1804.03240}, year = {2018}, url = {http://arxiv.org/abs/1804.03240}, eprinttype = {arXiv}, eprint = {1804.03240}, timestamp = {Sun, 22 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-03240.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/RadovicGFO17, author = {Milos D. Radovic and Mohamed F. Ghalwash and Nenad Filipovic and Zoran Obradovic}, title = {Minimum redundancy maximum relevance feature selection approach for temporal gene expression data}, journal = {{BMC} Bioinform.}, volume = {18}, number = {1}, pages = {9:1--9:14}, year = {2017}, url = {https://doi.org/10.1186/s12859-016-1423-9}, doi = {10.1186/S12859-016-1423-9}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/RadovicGFO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/complexity/StojkovicO17, author = {Ivan Stojkovic and Zoran Obradovic}, title = {Sparse Learning of the Disease Severity Score for High-Dimensional Data}, journal = {Complex.}, volume = {2017}, pages = {7120691:1--7120691:11}, year = {2017}, url = {https://doi.org/10.1155/2017/7120691}, doi = {10.1155/2017/7120691}, timestamp = {Thu, 24 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/complexity/StojkovicO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/GlassO17, author = {Jesse Glass and Zoran Obradovic}, title = {Structured Regression on Multiscale Networks}, journal = {{IEEE} Intell. Syst.}, volume = {32}, number = {2}, pages = {23--30}, year = {2017}, url = {https://doi.org/10.1109/MIS.2017.37}, doi = {10.1109/MIS.2017.37}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/GlassO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VujicicGZO17, author = {Tijana Vujicic and Jesse Glass and Fang Zhou and Zoran Obradovic}, title = {Gaussian conditional random fields extended for directed graphs}, journal = {Mach. Learn.}, volume = {106}, number = {9-10}, pages = {1271--1288}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5611-7}, doi = {10.1007/S10994-016-5611-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VujicicGZO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcbb/StojanovicGRDGO17, author = {Jelena Stojanovic and Djordje Gligorijevic and Vladan Radosavljevic and Nemanja Djuric and Mihajlo Grbovic and Zoran Obradovic}, title = {Modeling Healthcare Quality via Compact Representations of Electronic Health Records}, journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.}, volume = {14}, number = {3}, pages = {545--554}, year = {2017}, url = {https://doi.org/10.1109/TCBB.2016.2591523}, doi = {10.1109/TCBB.2016.2591523}, timestamp = {Mon, 03 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcbb/StojanovicGRDGO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/thms/DelibasicMDO17, author = {Boris Delibasic and Petar Markovic and Pavlos Delias and Zoran Obradovic}, title = {Mining Skier Transportation Patterns From Ski Resort Lift Usage Data}, journal = {{IEEE} Trans. Hum. Mach. Syst.}, volume = {47}, number = {3}, pages = {417--422}, year = {2017}, url = {https://doi.org/10.1109/THMS.2016.2633438}, doi = {10.1109/THMS.2016.2633438}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/thms/DelibasicMDO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HanGO17, author = {Chao Han and Mohamed F. Ghalwash and Zoran Obradovic}, editor = {Satinder Singh and Shaul Markovitch}, title = {Continuous Conditional Dependency Network for Structured Regression}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {1962--1968}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10899}, doi = {10.1609/AAAI.V31I1.10899}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HanGO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cbms/StojkovicO17, author = {Ivan Stojkovic and Zoran Obradovic}, editor = {Panagiotis D. Bamidis and Stathis Th. Konstantinidis and Pedro Pereira Rodrigues}, title = {Predicting Sepsis Biomarker Progression under Therapy}, booktitle = {30th {IEEE} International Symposium on Computer-Based Medical Systems, {CBMS} 2017, Thessaloniki, Greece, June 22-24, 2017}, pages = {19--24}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CBMS.2017.16}, doi = {10.1109/CBMS.2017.16}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cbms/StojkovicO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cbms/AlbarakatiO17, author = {Nouf Albarakati and Zoran Obradovic}, editor = {Panagiotis D. Bamidis and Stathis Th. Konstantinidis and Pedro Pereira Rodrigues}, title = {Disease-Based Clustering of Hospital Admission: Disease Network of Hospital Networks Approach}, booktitle = {30th {IEEE} International Symposium on Computer-Based Medical Systems, {CBMS} 2017, Thessaloniki, Greece, June 22-24, 2017}, pages = {636--641}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CBMS.2017.87}, doi = {10.1109/CBMS.2017.87}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cbms/AlbarakatiO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cybersa/RegeOASM17, author = {Aunshul Rege and Zoran Obradovic and Nima Asadi and Brian Singer and Nicholas Masceri}, title = {A temporal assessment of cyber intrusion chains using multidisciplinary frameworks and methodologies}, booktitle = {2017 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA), London, United Kingdom, June 19-20, 2017}, pages = {1--7}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/CyberSA.2017.8073398}, doi = {10.1109/CYBERSA.2017.8073398}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/cybersa/RegeOASM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/StojkovicJMO17, author = {Ivan Stojkovic and Vladisav Jelisavcic and Veljko Milutinovic and Zoran Obradovic}, editor = {Carles Sierra}, title = {Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {2758--2764}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/384}, doi = {10.24963/IJCAI.2017/384}, timestamp = {Tue, 20 Aug 2019 16:16:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/StojkovicJMO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/PavlovskiZSKO17, author = {Martin Pavlovski and Fang Zhou and Ivan Stojkovic and Ljupco Kocarev and Zoran Obradovic}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Adaptive Skip-Train Structured Regression for Temporal Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10535}, pages = {305--321}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71246-8\_19}, doi = {10.1007/978-3-319-71246-8\_19}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/PavlovskiZSKO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RoychoudhuryGO17, author = {Shoumik Roychoudhury and Mohamed F. Ghalwash and Zoran Obradovic}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Cost Sensitive Time-Series Classification}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10535}, pages = {495--511}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71246-8\_30}, doi = {10.1007/978-3-319-71246-8\_30}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RoychoudhuryGO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/StojkovicGO17, author = {Ivan Stojkovic and Mohamed F. Ghalwash and Zoran Obradovic}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Ranking Based Multitask Learning of Scoring Functions}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10535}, pages = {721--736}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71246-8\_44}, doi = {10.1007/978-3-319-71246-8\_44}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/StojkovicGO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbp-brims/RegeOAPMSP17, author = {Aunshul Rege and Zoran Obradovic and Nima Asadi and Edward Parker and Nicholas Masceri and Brian Singer and Rohan Pandit}, editor = {Dongwon Lee and Yu{-}Ru Lin and Nathaniel Osgood and Robert Thomson}, title = {Using a Real-Time Cybersecurity Exercise Case Study to Understand Temporal Characteristics of Cyberattacks}, booktitle = {Social, Cultural, and Behavioral Modeling - 10th International Conference, SBP-BRiMS 2017, Washington, DC, USA, July 5-8, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10354}, pages = {127--132}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-60240-0\_16}, doi = {10.1007/978-3-319-60240-0\_16}, timestamp = {Tue, 29 Dec 2020 18:35:21 +0100}, biburl = {https://dblp.org/rec/conf/sbp-brims/RegeOAPMSP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/visapp/NegriZOG17, author = {Tamiris Trevisan Negri and Fang Zhou and Zoran Obradovic and Adilson Gonzaga}, editor = {Francisco H. Imai and Alain Tr{\'{e}}meau and Jos{\'{e}} Braz}, title = {A Robust Descriptor for Color Texture Classification Under Varying Illumination}, booktitle = {Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications {(VISIGRAPP} 2017) - Volume 4: VISAPP, Porto, Portugal, February 27 - March 1, 2017}, pages = {378--388}, publisher = {SciTePress}, year = {2017}, url = {https://doi.org/10.5220/0006143403780388}, doi = {10.5220/0006143403780388}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/visapp/NegriZOG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/bigdataconf/2017, editor = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda}, title = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017), Boston, MA, USA, December 11-14, 2017}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://ieeexplore.ieee.org/xpl/conhome/8241556/proceeding}, isbn = {978-1-5386-2715-0}, timestamp = {Fri, 19 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/2017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/GhalwashCSO16, author = {Mohamed F. Ghalwash and Xi Hang Cao and Ivan Stojkovic and Zoran Obradovic}, title = {Structured feature selection using coordinate descent optimization}, journal = {{BMC} Bioinform.}, volume = {17}, pages = {158}, year = {2016}, url = {https://doi.org/10.1186/s12859-016-0954-4}, doi = {10.1186/S12859-016-0954-4}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/GhalwashCSO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/CaoSO16, author = {Xi Hang Cao and Ivan Stojkovic and Zoran Obradovic}, title = {A robust data scaling algorithm to improve classification accuracies in biomedical data}, journal = {{BMC} Bioinform.}, volume = {17}, pages = {359}, year = {2016}, url = {https://doi.org/10.1186/s12859-016-1236-x}, doi = {10.1186/S12859-016-1236-X}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/CaoSO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/TongWCO16, author = {Hanghang Tong and Fei Wang and Munmun De Choudhury and Zoran Obradovic}, title = {Guest Editorial: Special Issue on Connected Health at Big Data Era (BigChat): {A} {TKDD} Special Issue}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {10}, number = {4}, pages = {37:1--37:4}, year = {2016}, url = {https://doi.org/10.1145/2912122}, doi = {10.1145/2912122}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/TongWCO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GlassGVO16, author = {Jesse Glass and Mohamed F. Ghalwash and Milan Vukicevic and Zoran Obradovic}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {1596--1602}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10301}, doi = {10.1609/AAAI.V30I1.10301}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GlassGVO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GligorijevicSO16, author = {Djordje Gligorijevic and Jelena Stojanovic and Zoran Obradovic}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Uncertainty Propagation in Long-Term Structured Regression on Evolving Networks}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {1603--1609}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10271}, doi = {10.1609/AAAI.V30I1.10271}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GligorijevicSO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ZhouGO16, author = {Fang Zhou and Mohamed F. Ghalwash and Zoran Obradovic}, editor = {James Joshi and George Karypis and Ling Liu and Xiaohua Hu and Ronay Ak and Yinglong Xia and Weijia Xu and Aki{-}Hiro Sato and Sudarsan Rachuri and Lyle H. Ungar and Philip S. Yu and Rama Govindaraju and Toyotaro Suzumura}, title = {A fast structured regression for large networks}, booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016), Washington DC, USA, December 5-8, 2016}, pages = {106--115}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/BigData.2016.7840594}, doi = {10.1109/BIGDATA.2016.7840594}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ZhouGO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/StojanovicGO16, author = {Jelena Stojanovic and Djordje Gligorijevic and Zoran Obradovic}, editor = {Snehasis Mukhopadhyay and ChengXiang Zhai and Elisa Bertino and Fabio Crestani and Javed Mostafa and Jie Tang and Luo Si and Xiaofang Zhou and Yi Chang and Yunyao Li and Parikshit Sondhi}, title = {Modeling Customer Engagement from Partial Observations}, booktitle = {Proceedings of the 25th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October 24-28, 2016}, pages = {1403--1412}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2983323.2983854}, doi = {10.1145/2983323.2983854}, timestamp = {Thu, 13 Aug 2020 18:13:41 +0200}, biburl = {https://dblp.org/rec/conf/cikm/StojanovicGO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/GlassO16, author = {Jesse Glass and Zoran Obradovic}, editor = {Gal A. Kaminka and Maria Fox and Paolo Bouquet and Eyke H{\"{u}}llermeier and Virginia Dignum and Frank Dignum and Frank van Harmelen}, title = {Shape Invariant Formulation for Change Point Models in Multiple Dimensions}, booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence {(PAIS} 2016)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {285}, pages = {1688--1689}, publisher = {{IOS} Press}, year = {2016}, url = {https://doi.org/10.3233/978-1-61499-672-9-1688}, doi = {10.3233/978-1-61499-672-9-1688}, timestamp = {Tue, 02 Nov 2021 15:59:05 +0100}, biburl = {https://dblp.org/rec/conf/ecai/GlassO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/DjokicDCKMSO16, author = {Tatjana Djokic and Payman Dehghanian and Po{-}Chen Chen and Mladen Kezunovic and Zenon Medina{-}Cetina and Jelena Stojanovic and Zoran Obradovic}, editor = {Tung X. Bui and Ralph H. Sprague Jr.}, title = {Risk Assessment of a Transmission Line Insulation Breakdown Due to Lightning and Severe Weather}, booktitle = {49th Hawaii International Conference on System Sciences, {HICSS} 2016, Koloa, HI, USA, January 5-8, 2016}, pages = {2488--2497}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/HICSS.2016.311}, doi = {10.1109/HICSS.2016.311}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/DjokicDCKMSO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/StojkovicJMO16, author = {Ivan Stojkovic and Vladisav Jelisavcic and Veljko Milutinovic and Zoran Obradovic}, editor = {Subbarao Kambhampati}, title = {Distance Based Modeling of Interactions in Structured Regression}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {2032--2038}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/290}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/StojkovicJMO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/Polychronopoulou16, author = {Athanasia Polychronopoulou and Zoran Obradovic}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Structured Regression on Multilayer Networks}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {612--620}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.69}, doi = {10.1137/1.9781611974348.69}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/Polychronopoulou16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HanZGVO16, author = {Chao Han and Shanshan Zhang and Mohamed F. Ghalwash and Slobodan Vucetic and Zoran Obradovic}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Joint Learning of Representation and Structure for Sparse Regression on Graphs}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {846--854}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.95}, doi = {10.1137/1.9781611974348.95}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HanZGVO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/socinfo/MirowskiRZO16, author = {Tom Mirowski and Shoumik Roychoudhury and Fang Zhou and Zoran Obradovic}, editor = {Emma S. Spiro and Yong{-}Yeol Ahn}, title = {Predicting Poll Trends Using Twitter and Multivariate Time-Series Classification}, booktitle = {Social Informatics - 8th International Conference, SocInfo 2016, Bellevue, WA, USA, November 11-14, 2016, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10046}, pages = {273--289}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47880-7\_17}, doi = {10.1007/978-3-319-47880-7\_17}, timestamp = {Tue, 16 Aug 2022 23:04:33 +0200}, biburl = {https://dblp.org/rec/conf/socinfo/MirowskiRZO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/0001SOD15, author = {Fei Wang and Gregor Stiglic and Zoran Obradovic and Ian Davidson}, title = {Guest editorial: Special issue on data mining for medicine and healthcare}, journal = {Data Min. Knowl. Discov.}, volume = {29}, number = {4}, pages = {867--870}, year = {2015}, url = {https://doi.org/10.1007/s10618-015-0414-1}, doi = {10.1007/S10618-015-0414-1}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/datamine/0001SOD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdmb/GhalwashRO15, author = {Mohamed F. Ghalwash and Dusan Ramljak and Zoran Obradovic}, title = {Patient-specific early classification of multivariate observations}, journal = {Int. J. Data Min. Bioinform.}, volume = {11}, number = {4}, pages = {392--411}, year = {2015}, url = {https://doi.org/10.1504/IJDMB.2015.067955}, doi = {10.1504/IJDMB.2015.067955}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdmb/GhalwashRO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/MathewO15, author = {George Mathew and Zoran Obradovic}, title = {A distributed decision support algorithm that preserves personal privacy}, journal = {J. Intell. Inf. Syst.}, volume = {44}, number = {1}, pages = {107--132}, year = {2015}, url = {https://doi.org/10.1007/s10844-014-0331-6}, doi = {10.1007/S10844-014-0331-6}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/MathewO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/DjuricROV15, author = {Nemanja Djuric and Vladan Radosavljevic and Zoran Obradovic and Slobodan Vucetic}, title = {Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {12}, number = {4}, pages = {761--765}, year = {2015}, url = {https://doi.org/10.1109/LGRS.2014.2361154}, doi = {10.1109/LGRS.2014.2361154}, timestamp = {Thu, 09 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/lgrs/DjuricROV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgrs/DasGO15, author = {Debasish Das and Auroop R. Ganguly and Zoran Obradovic}, title = {A Bayesian Sparse Generalized Linear Model With an Application to Multiscale Covariate Discovery for Observed Rainfall Extremes Over the United States}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {53}, number = {12}, pages = {6689--6702}, year = {2015}, url = {https://doi.org/10.1109/TGRS.2015.2445911}, doi = {10.1109/TGRS.2015.2445911}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgrs/DasGO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/RadovanovicVKSO15, author = {Sandro Radovanovic and Milan Vukicevic and Ana Kovacevic and Gregor Stiglic and Zoran Obradovic}, editor = {John H. Holmes and Riccardo Bellazzi and Lucia Sacchi and Niels Peek}, title = {Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction}, booktitle = {Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, {AIME} 2015, Pavia, Italy, June 17-20, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9105}, pages = {96--100}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19551-3\_11}, doi = {10.1007/978-3-319-19551-3\_11}, timestamp = {Fri, 27 Dec 2019 21:27:13 +0100}, biburl = {https://dblp.org/rec/conf/aime/RadovanovicVKSO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/RamljakDURO15, author = {Dusan Ramljak and Adam Davey and Alexey Uversky and Shoumik Roychoudhury and Zoran Obradovic}, title = {Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses}, booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015}, publisher = {{AMIA}}, year = {2015}, url = {https://knowledge.amia.org/59310-amia-1.2741865/t004-1.2745466/f004-1.2745467/2246024-1.2745579/2248566-1.2745576}, timestamp = {Wed, 17 Apr 2024 11:47:40 +0200}, biburl = {https://dblp.org/rec/conf/amia/RamljakDURO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibe/CaoO15, author = {Xi Hang Cao and Zoran Obradovic}, title = {A robust data scaling algorithm for gene expression classification}, booktitle = {15th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2015, Belgrade, Serbia, November 2-4, 2015}, pages = {1--4}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/BIBE.2015.7367734}, doi = {10.1109/BIBE.2015.7367734}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibe/CaoO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibe/RoychoudhuryGO15, author = {Shoumik Roychoudhury and Mohamed F. Ghalwash and Zoran Obradovic}, title = {False alarm suppression in early prediction of cardiac arrhythmia}, booktitle = {15th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2015, Belgrade, Serbia, November 2-4, 2015}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/BIBE.2015.7367628}, doi = {10.1109/BIBE.2015.7367628}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bibe/RoychoudhuryGO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kmo/VukicevicRKSO15, author = {Milan Vukicevic and Sandro Radovanovic and Ana Kovacevic and Gregor Stiglic and Zoran Obradovic}, editor = {Lorna Uden and Marjan Hericko and I{-}Hsien Ting}, title = {Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples}, booktitle = {Knowledge Management in Organizations - 10th International Conference, {KMO} 2015, Maribor, Slovenia, August 24-28, 2015, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {224}, pages = {695--706}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-21009-4\_51}, doi = {10.1007/978-3-319-21009-4\_51}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kmo/VukicevicRKSO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/StojanovicJGO15, author = {Jelena Stojanovic and Milos Jovanovic and Djordje Gligorijevic and Zoran Obradovic}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Semi-supervised learning for structured regression on partially observed attributed graphs}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {217--225}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.25}, doi = {10.1137/1.9781611974010.25}, timestamp = {Tue, 21 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/StojanovicJGO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/OuzienkoO14, author = {Vladimir Ouzienko and Zoran Obradovic}, title = {Imputation of missing links and attributes in longitudinal social surveys}, journal = {Mach. Learn.}, volume = {95}, number = {3}, pages = {329--356}, year = {2014}, url = {https://doi.org/10.1007/s10994-013-5420-1}, doi = {10.1007/S10994-013-5420-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/OuzienkoO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/snam/UverskyRRRO14, author = {Alexey Uversky and Dusan Ramljak and Vladan Radosavljevic and Kosta Ristovski and Zoran Obradovic}, title = {Panning for gold: using variograms to select useful connections in a temporal multigraph setting}, journal = {Soc. Netw. Anal. Min.}, volume = {4}, number = {1}, pages = {211}, year = {2014}, url = {https://doi.org/10.1007/s13278-014-0211-7}, doi = {10.1007/S13278-014-0211-7}, timestamp = {Tue, 08 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/snam/UverskyRRRO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/Stiglic0DO14, author = {Gregor Stiglic and Fei Wang and Adam Davey and Zoran Obradovic}, title = {Readmission Classification Using Stacked Regularized Logistic Regression Models}, booktitle = {{AMIA} 2014, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 15-19, 2014}, publisher = {{AMIA}}, year = {2014}, url = {https://knowledge.amia.org/56638-amia-1.1540970/t-004-1.1544972/f-004-1.1544973/a-208-1.1545049/a-209-1.1545046}, timestamp = {Wed, 17 Apr 2024 11:47:48 +0200}, biburl = {https://dblp.org/rec/conf/amia/Stiglic0DO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/PolychronopoulouO14, author = {Athanasia Polychronopoulou and Zoran Obradovic}, editor = {Huiru Jane Zheng and Werner Dubitzky and Xiaohua Hu and Jin{-}Kao Hao and Daniel P. Berrar and Kwang{-}Hyun Cho and Yadong Wang and David R. Gilbert}, title = {Hospital pricing estimation by Gaussian conditional random fields based regression on graphs}, booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014}, pages = {564--567}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/BIBM.2014.6999221}, doi = {10.1109/BIBM.2014.6999221}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/PolychronopoulouO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/CaoSO14, author = {Xi Hang Cao and Ivan Stojkovic and Zoran Obradovic}, editor = {Saso Dzeroski and Pance Panov and Dragi Kocev and Ljupco Todorovski}, title = {Predicting Sepsis Severity from Limited Temporal Observations}, booktitle = {Discovery Science - 17th International Conference, {DS} 2014, Bled, Slovenia, October 8-10, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8777}, pages = {37--48}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11812-3\_4}, doi = {10.1007/978-3-319-11812-3\_4}, timestamp = {Sat, 09 Apr 2022 12:48:02 +0200}, biburl = {https://dblp.org/rec/conf/dis/CaoSO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/GhalwashRO14, author = {Mohamed F. Ghalwash and Vladan Radosavljevic and Zoran Obradovic}, editor = {Sofus A. Macskassy and Claudia Perlich and Jure Leskovec and Wei Wang and Rayid Ghani}, title = {Utilizing temporal patterns for estimating uncertainty in interpretable early decision making}, booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27, 2014}, pages = {402--411}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2623330.2623694}, doi = {10.1145/2623330.2623694}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/GhalwashRO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RadosavljevicVO14, author = {Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Neural Gaussian Conditional Random Fields}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8725}, pages = {614--629}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44851-9\_39}, doi = {10.1007/978-3-662-44851-9\_39}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/RadosavljevicVO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/sdm/2014, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440}, doi = {10.1137/1.9781611973440}, isbn = {978-1-61197-344-0}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/ZhangCO13, author = {Ping Zhang and Weidan Cao and Zoran Obradovic}, title = {Learning by aggregating experts and filtering novices: a solution to crowdsourcing problems in bioinformatics}, journal = {{BMC} Bioinform.}, volume = {14}, number = {{S-12}}, pages = {S5}, year = {2013}, url = {https://doi.org/10.1186/1471-2105-14-S12-S5}, doi = {10.1186/1471-2105-14-S12-S5}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/ZhangCO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbcb/LouO13, author = {Qiang Lou and Zoran Obradovic}, title = {Classifying Temporal microarray Data by Selecting Informative genes}, journal = {J. Bioinform. Comput. Biol.}, volume = {11}, number = {3}, year = {2013}, url = {https://doi.org/10.1142/S0219720013410060}, doi = {10.1142/S0219720013410060}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbcb/LouO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/OatesRIGMXDUOKDG13, author = {Matt E. Oates and Pedro Romero and Takashi Ishida and Mohamed F. Ghalwash and Marcin J. Mizianty and Bin Xue and Zsuzsanna Doszt{\'{a}}nyi and Vladimir N. Uversky and Zoran Obradovic and Lukasz A. Kurgan and A. Keith Dunker and Julian Gough}, title = {D\({}^{\mbox{2}}\)P\({}^{\mbox{2}}\): database of disordered protein predictions}, journal = {Nucleic Acids Res.}, volume = {41}, number = {Database-Issue}, pages = {508--516}, year = {2013}, url = {https://doi.org/10.1093/nar/gks1226}, doi = {10.1093/NAR/GKS1226}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/OatesRIGMXDUOKDG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/netmahib/MathewO13, author = {George Mathew and Zoran Obradovic}, title = {Dynamic distributed predictive learning models that preserve privacy for hospitals with insufficient labeled data}, journal = {Netw. Model. Anal. Health Informatics Bioinform.}, volume = {2}, number = {4}, pages = {245--255}, year = {2013}, url = {https://doi.org/10.1007/s13721-013-0041-y}, doi = {10.1007/S13721-013-0041-Y}, timestamp = {Tue, 08 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/netmahib/MathewO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmis/MathewO13, author = {George Mathew and Zoran Obradovic}, title = {Distributed Privacy-Preserving Decision Support System for Highly Imbalanced Clinical Data}, journal = {{ACM} Trans. Manag. Inf. Syst.}, volume = {4}, number = {3}, pages = {12:1--12:15}, year = {2013}, url = {https://doi.org/10.1145/2517310}, doi = {10.1145/2517310}, timestamp = {Wed, 12 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmis/MathewO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/RistovskiRVO13, author = {Kosta Ristovski and Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, editor = {Marie desJardins and Michael L. Littman}, title = {Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {840--846}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8685}, doi = {10.1609/AAAI.V27I1.8685}, timestamp = {Mon, 04 Sep 2023 15:56:33 +0200}, biburl = {https://dblp.org/rec/conf/aaai/RistovskiRVO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/UverskyRRRO13, author = {Alexey Uversky and Dusan Ramljak and Vladan Radosavljevic and Kosta Ristovski and Zoran Obradovic}, editor = {Jon G. Rokne and Christos Faloutsos}, title = {Which links should {I} use?: a variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs}, booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13, Niagara, ON, Canada - August 25 - 29, 2013}, pages = {676--683}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2492517.2492529}, doi = {10.1145/2492517.2492529}, timestamp = {Thu, 11 Mar 2021 17:04:51 +0100}, biburl = {https://dblp.org/rec/conf/asunam/UverskyRRRO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccabs/MathewO13, author = {George Mathew and Zoran Obradovic}, title = {Poster: Auto-reduction of features for containing communication costs in a distributed privacy-preserving clinical decision support system}, booktitle = {{IEEE} 3rd International Conference on Computational Advances in Bio and Medical Sciences, {ICCABS} 2013, New Orleans, LA, USA, June 12-14, 2013}, pages = {1}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICCABS.2013.6629206}, doi = {10.1109/ICCABS.2013.6629206}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccabs/MathewO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/GhalwashRO13, author = {Mohamed F. Ghalwash and Vladan Radosavljevic and Zoran Obradovic}, editor = {Hui Xiong and George Karypis and Bhavani Thuraisingham and Diane J. Cook and Xindong Wu}, title = {Extraction of Interpretable Multivariate Patterns for Early Diagnostics}, booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}, pages = {201--210}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDM.2013.19}, doi = {10.1109/ICDM.2013.19}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/GhalwashRO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/GhalwashRO13, author = {Mohamed F. Ghalwash and Vladan Radosavljevic and Zoran Obradovic}, title = {Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2013, 9-11 September, 2013, Philadelphia, PA, {USA}}, pages = {523--528}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICHI.2013.81}, doi = {10.1109/ICHI.2013.81}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ichi/GhalwashRO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/MathewO13, author = {George Mathew and Zoran Obradovic}, title = {Improving Computational Efficiency for Personalized Medical Applications in Mobile Cloud Computing Environment}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2013, 9-11 September, 2013, Philadelphia, PA, {USA}}, pages = {535--540}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICHI.2013.83}, doi = {10.1109/ICHI.2013.83}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/MathewO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/StiglicDO13, author = {Gregor Stiglic and Adam Davey and Zoran Obradovic}, title = {Temporal Evaluation of Risk Factors for Acute Myocardial Infarction Readmissions}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2013, 9-11 September, 2013, Philadelphia, PA, {USA}}, pages = {557--562}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICHI.2013.87}, doi = {10.1109/ICHI.2013.87}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/StiglicDO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhangAO13, author = {Ping Zhang and Pankaj Agarwal and Zoran Obradovic}, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {Computational Drug Repositioning by Ranking and Integrating Multiple Data Sources}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8190}, pages = {579--594}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40994-3\_37}, doi = {10.1007/978-3-642-40994-3\_37}, timestamp = {Tue, 21 Mar 2023 21:00:11 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ZhangAO13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/GhalwashO12, author = {Mohamed F. Ghalwash and Zoran Obradovic}, title = {Early classification of multivariate temporal observations by extraction of interpretable shapelets}, journal = {{BMC} Bioinform.}, volume = {13}, pages = {195}, year = {2012}, url = {https://doi.org/10.1186/1471-2105-13-195}, doi = {10.1186/1471-2105-13-195}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/GhalwashO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/AnLOSM12, author = {Li An and Haibin Ling and Zoran Obradovic and Desmond J. Smith and Vasileios Megalooikonomou}, title = {Learning pair-wise gene functional similarity by multiplex gene expression maps}, journal = {{BMC} Bioinform.}, volume = {13}, number = {{S-3}}, pages = {S1}, year = {2012}, url = {https://doi.org/10.1186/1471-2105-13-S3-S1}, doi = {10.1186/1471-2105-13-S3-S1}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/AnLOSM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cstat/SuknovicD0VBO12, author = {Milija Suknovic and Boris Delibasic and Milos Jovanovic and Milan Vukicevic and Dragana Becejski{-}Vujaklija and Zoran Obradovic}, title = {Reusable components in decision tree induction algorithms}, journal = {Comput. Stat.}, volume = {27}, number = {1}, pages = {127--148}, year = {2012}, url = {https://doi.org/10.1007/s00180-011-0242-8}, doi = {10.1007/S00180-011-0242-8}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cstat/SuknovicD0VBO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/WangPJMKO12, author = {Dairong Wang and Henry P. Parkman and Michael R. Jacobs and Anurag K. Mishra and Evgeny Krynetskiy and Zoran Obradovic}, title = {{DNA} microarray {SNP} associations with clinical efficacy and side effects of domperidone treatment for gastroparesis}, journal = {J. Biomed. Informatics}, volume = {45}, number = {2}, pages = {316--322}, year = {2012}, url = {https://doi.org/10.1016/j.jbi.2011.11.013}, doi = {10.1016/J.JBI.2011.11.013}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jbi/WangPJMKO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgrs/RistovskiVO12, author = {Kosta Ristovski and Slobodan Vucetic and Zoran Obradovic}, title = {Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {50}, number = {2}, pages = {409--414}, year = {2012}, url = {https://doi.org/10.1109/TGRS.2011.2166120}, doi = {10.1109/TGRS.2011.2166120}, timestamp = {Tue, 12 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgrs/RistovskiVO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LouO12, author = {Qiang Lou and Zoran Obradovic}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {Margin-Based Feature Selection in Incomplete Data}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {1040--1046}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8299}, doi = {10.1609/AAAI.V26I1.8299}, timestamp = {Mon, 04 Sep 2023 15:56:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LouO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/GhalwashRO12, author = {Mohamed F. Ghalwash and Dusan Ramljak and Zoran Obradovic}, title = {Early classification of multivariate time series using a hybrid {HMM/SVM} model}, booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/BIBM.2012.6392654}, doi = {10.1109/BIBM.2012.6392654}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bibm/GhalwashRO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/LouO12, author = {Qiang Lou and Zoran Obradovic}, title = {Predicting viral infection by selecting informative biomarkers from temporal high-dimensional gene expression data}, booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012}, pages = {1--4}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/BIBM.2012.6392631}, doi = {10.1109/BIBM.2012.6392631}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/LouO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/RadosavljevicRO12, author = {Vladan Radosavljevic and Kosta Ristovski and Zoran Obradovic}, title = {A data mining approach for optimization of acute inflammation therapy}, booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/BIBM.2012.6392659}, doi = {10.1109/BIBM.2012.6392659}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/RadosavljevicRO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/ZhangO12, author = {Ping Zhang and Zoran Obradovic}, title = {Integration of multiple annotators by aggregating experts and filtering novices}, booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/BIBM.2012.6392657}, doi = {10.1109/BIBM.2012.6392657}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/ZhangO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cibcb/LouPJKO12, author = {Qiang Lou and Henry P. Parkman and Michael R. Jacobs and Evgeny Krynetskiy and Zoran Obradovic}, title = {Exploring genetic variability in drug therapy by selecting a minimum subset of the most informative single nucleotide polymorphisms through approximation of a markov blanket in a kernel-induced space}, booktitle = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12, 2012}, pages = {156--163}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CIBCB.2012.6217225}, doi = {10.1109/CIBCB.2012.6217225}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/cibcb/LouPJKO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cibcb/VukicevicDJSO12, author = {Milan Vukicevic and Boris Delibasic and Milos Jovanovic and Milija Suknovic and Zoran Obradovic}, title = {A method for design of data-tailored partitioning algorithms for optimizing the number of clusters in microarray analysis}, booktitle = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12, 2012}, pages = {252--259}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CIBCB.2012.6217238}, doi = {10.1109/CIBCB.2012.6217238}, timestamp = {Tue, 21 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cibcb/VukicevicDJSO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/DasKOG12, author = {Debasish Das and Evan Kodra and Zoran Obradovic and Auroop R. Ganguly}, editor = {Luc De Raedt and Christian Bessiere and Didier Dubois and Patrick Doherty and Paolo Frasconi and Fredrik Heintz and Peter J. F. Lucas}, title = {Mining Extremes: Severe Rainfall and Climate Change}, booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence. Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)} System Demonstrations Track, Montpellier, France, August 27-31 , 2012}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {242}, pages = {899--900}, publisher = {{IOS} Press}, year = {2012}, url = {https://doi.org/10.3233/978-1-61499-098-7-899}, doi = {10.3233/978-1-61499-098-7-899}, timestamp = {Mon, 19 Jun 2023 16:36:09 +0200}, biburl = {https://dblp.org/rec/conf/ecai/DasKOG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/DelibasicO12, author = {Boris Delibasic and Zoran Obradovic}, editor = {Anastasios Kementsietsidis and Marcos Antonio Vaz Salles}, title = {Towards a {DGSS} Prototype for Early Warning for Ski Injuries}, booktitle = {Workshops Proceedings of the {IEEE} 28th International Conference on Data Engineering, {ICDE} 2012, Arlington, VA, USA, April 1-5, 2012}, pages = {68--72}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDEW.2012.73}, doi = {10.1109/ICDEW.2012.73}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/DelibasicO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LouO12, author = {Qiang Lou and Zoran Obradovic}, editor = {Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu}, title = {Analysis of Temporal High-Dimensional Gene Expression Data for Identifying Informative Biomarker Candidates}, booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012}, pages = {996--1001}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDM.2012.92}, doi = {10.1109/ICDM.2012.92}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LouO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/MathewO12, author = {George Mathew and Zoran Obradovic}, title = {Distributed Privacy Preserving Decision Support System for Predicting Hospitalization Risk in Hospitals with Insufficient Data}, booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2}, pages = {178--183}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICMLA.2012.180}, doi = {10.1109/ICMLA.2012.180}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/icmla/MathewO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/SlivkaZKKO12, author = {Jelena Slivka and Ping Zhang and Aleksandar Kovacevic and Zora Konjovic and Zoran Obradovic}, title = {Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers}, booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1}, pages = {458--463}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICMLA.2012.83}, doi = {10.1109/ICMLA.2012.83}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmla/SlivkaZKKO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/DasGCKO12, author = {Debasish Das and Auroop R. Ganguly and Snigdhansu Chatterjee and Vipin Kumar and Zoran Obradovic}, title = {Spatially penalized regression for dependence analysis of rare events: {A} study in precipitation extremes}, booktitle = {2012 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2012, Munich, Germany, July 22-27, 2012}, pages = {1948--1951}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/IGARSS.2012.6351120}, doi = {10.1109/IGARSS.2012.6351120}, timestamp = {Tue, 09 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/igarss/DasGCKO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/JupinSO12, author = {Joseph Jupin and Justin Y. Shi and Zoran Obradovic}, title = {Understanding Cloud Data Using Approximate String Matching and Edit Distance}, booktitle = {2012 {SC} Companion: High Performance Computing, Networking Storage and Analysis, Salt Lake City, UT, USA, November 10-16, 2012}, pages = {1234--1243}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/SC.Companion.2012.149}, doi = {10.1109/SC.COMPANION.2012.149}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sc/JupinSO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/Pavlovic-LazeticMKOMB11, author = {Gordana Pavlovic{-}Lazetic and Nenad S. Mitic and Jovana J. Kovacevic and Zoran Obradovic and Sasa N. Malkov and Milos V. Beljanski}, title = {Bioinformatics analysis of disordered proteins in prokaryotes}, journal = {{BMC} Bioinform.}, volume = {12}, pages = {66}, year = {2011}, url = {https://doi.org/10.1186/1471-2105-12-66}, doi = {10.1186/1471-2105-12-66}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/Pavlovic-LazeticMKOMB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ida/DelibasicJVSO11, author = {Boris Delibasic and Milos Jovanovic and Milan Vukicevic and Milija Suknovic and Zoran Obradovic}, title = {Component-based decision trees for classification}, journal = {Intell. Data Anal.}, volume = {15}, number = {5}, pages = {671--693}, year = {2011}, url = {https://doi.org/10.3233/IDA-2011-0489}, doi = {10.3233/IDA-2011-0489}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ida/DelibasicJVSO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/IzenmanHMJO11, author = {Alan J. Izenman and Philip W. Harris and Jeremy Mennis and Joseph Jupin and Zoran Obradovic}, title = {Local spatial biclustering and prediction of urban juvenile delinquency and recidivism}, journal = {Stat. Anal. Data Min.}, volume = {4}, number = {3}, pages = {259--275}, year = {2011}, url = {https://doi.org/10.1002/sam.10123}, doi = {10.1002/SAM.10123}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/IzenmanHMJO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/OuzienkoGO11, author = {Vladimir Ouzienko and Yuhong Guo and Zoran Obradovic}, title = {A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks}, journal = {Stat. Anal. Data Min.}, volume = {4}, number = {5}, pages = {470--486}, year = {2011}, url = {https://doi.org/10.1002/sam.10130}, doi = {10.1002/SAM.10130}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/OuzienkoGO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bcb/AnLOSM11, author = {Li An and Haibin Ling and Zoran Obradovic and Desmond J. Smith and Vasileios Megalooikonomou}, editor = {Robert Grossman and Andrey Rzhetsky and Sun Kim and Wei Wang}, title = {Identifying pair-wise gene functional similarity by multiplex gene expression maps and supervised learning}, booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03, 2011}, pages = {182--190}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2147805.2147825}, doi = {10.1145/2147805.2147825}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bcb/AnLOSM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bcb/MathewO11, author = {George Mathew and Zoran Obradovic}, editor = {Robert Grossman and Andrey Rzhetsky and Sun Kim and Wei Wang}, title = {Constraint graphs as security filters for privacy assurance in medical transactions}, booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03, 2011}, pages = {502--504}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2147805.2147883}, doi = {10.1145/2147805.2147883}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bcb/MathewO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/MidicO11, author = {Uros Midic and Zoran Obradovic}, editor = {Fang{-}Xiang Wu and Mohammed Javeed Zaki and Shinichi Morishita and Yi Pan and Stephen Wong and Anastasia Christianson and Xiaohua Hu}, title = {Intrinsic Disorder in Putative Protein Sequences}, booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011}, pages = {43--48}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/BIBM.2011.32}, doi = {10.1109/BIBM.2011.32}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/MidicO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/VukicevicDJSO11, author = {Milan Vukicevic and Boris Delibasic and Milos Jovanovic and Milija Suknovic and Zoran Obradovic}, editor = {Fang{-}Xiang Wu and Mohammed Javeed Zaki and Shinichi Morishita and Yi Pan and Stephen Wong and Anastasia Christianson and Xiaohua Hu}, title = {Internal Evaluation Measures as Proxies for External Indices in Clustering Gene Expression Data}, booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011}, pages = {574--577}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/BIBM.2011.97}, doi = {10.1109/BIBM.2011.97}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/VukicevicDJSO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccabs/MathewO11, author = {George Mathew and Zoran Obradovic}, editor = {Ion I. Mandoiu and Satoru Miyano and Teresa M. Przytycka and Sanguthevar Rajasekaran}, title = {A privacy-preserving framework for distributed clinical decision support}, booktitle = {{IEEE} 1st International Conference on Computational Advances in Bio and Medical Sciences, {ICCABS} 2011, Orlando, FL, USA, February 3-5, 2011}, pages = {129--134}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICCABS.2011.5729866}, doi = {10.1109/ICCABS.2011.5729866}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccabs/MathewO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/OuzienkoO11, author = {Vladimir Ouzienko and Zoran Obradovic}, editor = {Myra Spiliopoulou and Haixun Wang and Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {Imputation of Missing Links and Attributes in Longitudinal Social Surveys}, booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference on, Vancouver, BC, Canada, December 11, 2011}, pages = {957--964}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDMW.2011.97}, doi = {10.1109/ICDMW.2011.97}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/OuzienkoO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LouO11, author = {Qiang Lou and Zoran Obradovic}, editor = {Toby Walsh}, title = {Modeling Multivariate Spatio-Temporal Remote Sensing Data with Large Gaps}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {1711--1716}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-287}, doi = {10.5591/978-1-57735-516-8/IJCAI11-287}, timestamp = {Tue, 20 Aug 2019 16:16:04 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LouO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhangO11, author = {Ping Zhang and Zoran Obradovic}, editor = {Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis}, title = {Learning from Inconsistent and Unreliable Annotators by a Gaussian Mixture Model and Bayesian Information Criterion}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6913}, pages = {553--568}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23808-6\_36}, doi = {10.1007/978-3-642-23808-6\_36}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ZhangO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/RadosavljevicVO10, author = {Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, title = {A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy Measures}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {7}, number = {2}, pages = {411--415}, year = {2010}, url = {https://doi.org/10.1109/LGRS.2009.2037720}, doi = {10.1109/LGRS.2009.2037720}, timestamp = {Thu, 09 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/lgrs/RadosavljevicVO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bcb/AnSXMO10, author = {Li An and Desmond J. Smith and Hongbo M. Xie and Vasileios Megalooikonomou and Zoran Obradovic}, editor = {Aidong Zhang and Mark Borodovsky and Gultekin {\"{O}}zsoyoglu and Armin R. Mikler}, title = {Identifying gene functions using functional expression profiles obtained by voxelation}, booktitle = {Proceedings of the First {ACM} International Conference on Bioinformatics and Computational Biology, {BCB} 2010, Niagara Falls, NY, USA, August 2-4, 2010}, pages = {188--197}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1854776.1854805}, doi = {10.1145/1854776.1854805}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bcb/AnSXMO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/ZhangO10, author = {Ping Zhang and Zoran Obradovic}, editor = {Taesung Park and Stephen Kwok{-}Wing Tsui and Luonan Chen and Michael K. Ng and Limsoon Wong and Xiaohua Hu}, title = {Unsupervised integration of multiple protein disorder predictors}, booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2010, Hong Kong, China, December 18-21, 2010, Proceedings}, pages = {49--52}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/BIBM.2010.5706534}, doi = {10.1109/BIBM.2010.5706534}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/ZhangO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colcom/MathewO10, author = {George Mathew and Zoran Obradovic}, editor = {Karl Aberer and James Joshi}, title = {Vocabularies in collaboration channels}, booktitle = {The 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2010, Chicago, IL, USA, 9-12 October 2010}, pages = {1--5}, publisher = {{ICST} / {IEEE}}, year = {2010}, url = {https://doi.org/10.4108/icst.collaboratecom.2010.61}, doi = {10.4108/ICST.COLLABORATECOM.2010.61}, timestamp = {Sun, 08 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colcom/MathewO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/RistovskiDOGO10, author = {Kosta Ristovski and Debasish Das and Vladimir Ouzienko and Yuhong Guo and Zoran Obradovic}, editor = {Helder Coelho and Rudi Studer and Michael J. Wooldridge}, title = {Regression Learning with Multiple Noisy Oracles}, booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {215}, pages = {445--450}, publisher = {{IOS} Press}, year = {2010}, url = {https://doi.org/10.3233/978-1-60750-606-5-445}, doi = {10.3233/978-1-60750-606-5-445}, timestamp = {Fri, 26 Apr 2019 14:26:43 +0200}, biburl = {https://dblp.org/rec/conf/ecai/RistovskiDOGO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/LouO10, author = {Qiang Lou and Zoran Obradovic}, editor = {Helder Coelho and Rudi Studer and Michael J. Wooldridge}, title = {Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space}, booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {215}, pages = {797--802}, publisher = {{IOS} Press}, year = {2010}, url = {https://doi.org/10.3233/978-1-60750-606-5-797}, doi = {10.3233/978-1-60750-606-5-797}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecai/LouO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/RadosavljevicVO10, author = {Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, editor = {Helder Coelho and Rudi Studer and Michael J. Wooldridge}, title = {Continuous Conditional Random Fields for Regression in Remote Sensing}, booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {215}, pages = {809--814}, publisher = {{IOS} Press}, year = {2010}, url = {https://doi.org/10.3233/978-1-60750-606-5-809}, doi = {10.3233/978-1-60750-606-5-809}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecai/RadosavljevicVO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/OuzienkoGO10, author = {Vladimir Ouzienko and Yuhong Guo and Zoran Obradovic}, editor = {Helder Coelho and Rudi Studer and Michael J. Wooldridge}, title = {Prediction of Attributes and Links in Temporal Social Networks}, booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {215}, pages = {1121--1122}, publisher = {{IOS} Press}, year = {2010}, url = {https://doi.org/10.3233/978-1-60750-606-5-1121}, doi = {10.3233/978-1-60750-606-5-1121}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecai/OuzienkoGO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic3k/JunGRO10, author = {Goo Jun and Joydeep Ghosh and Vladan Radosavljevic and Zoran Obradovic}, editor = {Ana L. N. Fred and Joaquim Filipe}, title = {Predicting Ground-based Aerosol Optical Depth with Satellite Images Via Gaussian Processes}, booktitle = {{KDIR} 2010 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Valencia, Spain, October 25-28, 2010}, pages = {370--375}, publisher = {SciTePress}, year = {2010}, timestamp = {Thu, 27 Oct 2011 12:18:42 +0200}, biburl = {https://dblp.org/rec/conf/ic3k/JunGRO10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/AnXCOSM09, author = {Li An and Hongbo M. Xie and Mark H. Chin and Zoran Obradovic and Desmond J. Smith and Vasileios Megalooikonomou}, title = {Analysis of multiplex gene expression maps obtained by voxelation}, journal = {{BMC} Bioinform.}, volume = {10}, number = {{S-4}}, year = {2009}, url = {https://doi.org/10.1186/1471-2105-10-S4-S10}, doi = {10.1186/1471-2105-10-S4-S10}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/AnXCOSM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/ObradovicL09, author = {Zoran Obradovic and Huan Liu}, title = {Special issue on the best papers of SDM'09}, journal = {Stat. Anal. Data Min.}, volume = {2}, number = {5-6}, pages = {291--293}, year = {2009}, url = {https://doi.org/10.1002/sam.10056}, doi = {10.1002/SAM.10056}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/ObradovicL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bicob/GaoATODX09, author = {Jianjiong Gao and Ganesh Kumar Agrawal and Jay J. Thelen and Zoran Obradovic and A. Keith Dunker and Dong Xu}, editor = {Sanguthevar Rajasekaran}, title = {A New Machine Learning Approach for Protein Phosphorylation Site Prediction in Plants}, booktitle = {Bioinformatics and Computational Biology, First International Conference, BICoB 2009, New Orleans, LA, USA, April 8-10, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5462}, pages = {18--29}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-00727-9\_4}, doi = {10.1007/978-3-642-00727-9\_4}, timestamp = {Wed, 22 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bicob/GaoATODX09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dawak/AyuyevJHO09, author = {Vadim V. Ayuyev and Joseph Jupin and Philip W. Harris and Zoran Obradovic}, editor = {Torben Bach Pedersen and Mukesh K. Mohania and A Min Tjoa}, title = {Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data}, booktitle = {Data Warehousing and Knowledge Discovery, 11th International Conference, DaWaK 2009, Linz, Austria, August 31 - September 2, 2009, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5691}, pages = {366--377}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-03730-6\_29}, doi = {10.1007/978-3-642-03730-6\_29}, timestamp = {Tue, 14 May 2019 10:00:41 +0200}, biburl = {https://dblp.org/rec/conf/dawak/AyuyevJHO09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/DasOV09, author = {Debasish Das and Zoran Obradovic and Slobodan Vucetic}, editor = {Wei Wang and Hillol Kargupta and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Active Selection of Sensor Sites in Remote Sensing Applications}, booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009}, pages = {758--763}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDM.2009.139}, doi = {10.1109/ICDM.2009.139}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/DasOV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MidicDO09, author = {Uros Midic and A. Keith Dunker and Zoran Obradovic}, editor = {Christophe Costa Flor{\^{e}}ncio and Fabrizio Costa and Jan Ramon and Joost N. Kok}, title = {Protein sequence alignment and structural disorder: a substitution matrix for an extended alphabet}, booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Statistical and Relational Learning in Bioinformatics, Paris, France, June 28, 2009}, pages = {27--31}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1562090.1562096}, doi = {10.1145/1562090.1562096}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/MidicDO09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/RadosavljevicVO09, author = {Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, editor = {Olufemi A. Omitaomu and Auroop R. Ganguly and Jo{\~{a}}o Gama and Ranga Raju Vatsavai and Nitesh V. Chawla and Mohamed Medhat Gaber}, title = {Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols}, booktitle = {Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009}, pages = {71--78}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1601966.1601980}, doi = {10.1145/1601966.1601980}, timestamp = {Mon, 30 Nov 2020 08:47:23 +0100}, biburl = {https://dblp.org/rec/conf/kdd/RadosavljevicVO09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/MegalooikonomouKPLO08, author = {Vasileios Megalooikonomou and Despina Kontos and Dragoljub Pokrajac and Aleksandar Lazarevic and Zoran Obradovic}, title = {An adaptive partitioning approach for mining discriminant regions in 3D image data}, journal = {J. Intell. Inf. Syst.}, volume = {31}, number = {3}, pages = {217--242}, year = {2008}, url = {https://doi.org/10.1007/s10844-007-0043-2}, doi = {10.1007/S10844-007-0043-2}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/MegalooikonomouKPLO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/VuceticHMLO08, author = {Slobodan Vucetic and Bo Han and Wen Mi and Zhanquing Li and Zoran Obradovic}, title = {A Data-Mining Approach for the Validation of Aerosol Retrievals}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {5}, number = {1}, pages = {113--117}, year = {2008}, url = {https://doi.org/10.1109/LGRS.2007.912725}, doi = {10.1109/LGRS.2007.912725}, timestamp = {Thu, 09 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/lgrs/VuceticHMLO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/AnXCOSM08, author = {Li An and Hongbo M. Xie and Mark H. Chin and Zoran Obradovic and Desmond J. Smith and Vasileios Megalooikonomou}, editor = {Xue{-}wen Chen and Xiaohua Hu and Sun Kim}, title = {Analysis of Multiplex Gene Expression Maps Obtained by Voxelation}, booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008}, pages = {23--28}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/BIBM.2008.67}, doi = {10.1109/BIBM.2008.67}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/AnXCOSM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/RenO08, author = {Siyuan Ren and Zoran Obradovic}, editor = {Xue{-}wen Chen and Xiaohua Hu and Sun Kim}, title = {Improvement of Survival Prediction from Gene Expression Profiles by Mining of Prior Knowledge}, booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008}, pages = {372--375}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/BIBM.2008.53}, doi = {10.1109/BIBM.2008.53}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bibm/RenO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/DasRVO08, author = {Debasish Das and Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, title = {Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation}, booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium, {IGARSS} 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings}, pages = {879--882}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/IGARSS.2008.4779135}, doi = {10.1109/IGARSS.2008.4779135}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/igarss/DasRVO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangRHO08, author = {Zhuang Wang and Vladan Radosavljevic and Bo Han and Zoran Obradovic}, title = {Aerosol Optical Depth Prediction from Satellite Obsercations by Multiple Instance Regression}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}}, pages = {165--176}, publisher = {{SIAM}}, year = {2008}, url = {https://doi.org/10.1137/1.9781611972788.15}, doi = {10.1137/1.9781611972788.15}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangRHO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/RadosavljevicVO08, author = {Vladan Radosavljevic and Slobodan Vucetic and Zoran Obradovic}, title = {Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy}, booktitle = {Proceedings of the {SIAM} International Conference on Data Mining, {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}}, pages = {609--620}, publisher = {{SIAM}}, year = {2008}, url = {https://doi.org/10.1137/1.9781611972788.56}, doi = {10.1137/1.9781611972788.56}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/RadosavljevicVO08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/XuCOD07, author = {Qifang Xu and Adrian A. Canutescu and Zoran Obradovic and Roland L. Dunbrack Jr.}, title = {ProtBuD: a database of biological unit structures of protein families and superfamilies}, journal = {Bioinform.}, volume = {23}, number = {15}, pages = {2028}, year = {2007}, url = {https://doi.org/10.1093/bioinformatics/btm273}, doi = {10.1093/BIOINFORMATICS/BTM273}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/XuCOD07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdmb/MidicDO07, author = {Uros Midic and A. Keith Dunker and Zoran Obradovic}, title = {Exploring alternative knowledge representations for protein secondary-structure prediction}, journal = {Int. J. Data Min. Bioinform.}, volume = {1}, number = {3}, pages = {286--313}, year = {2007}, url = {https://doi.org/10.1504/IJDMB.2007.011614}, doi = {10.1504/IJDMB.2007.011614}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdmb/MidicDO07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/SickmeierHLVCTSTCUOD07, author = {Megan Sickmeier and Justin A. Hamilton and Tanguy LeGall and Vladimir Vacic and Marc S. Cortese and {\'{A}}gnes Tantos and Be{\'{a}}ta Szab{\'{o}} and Peter Tompa and Jake Yue Chen and Vladimir N. Uversky and Zoran Obradovic and A. Keith Dunker}, title = {DisProt: the Database of Disordered Proteins}, journal = {Nucleic Acids Res.}, volume = {35}, number = {Database-Issue}, pages = {786--793}, year = {2007}, url = {https://doi.org/10.1093/nar/gkl893}, doi = {10.1093/NAR/GKL893}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/SickmeierHLVCTSTCUOD07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibe/DunkerOMRYOU07, author = {A. Keith Dunker and Christopher J. Oldfield and Jingwei Meng and Pedro Romero and Jack Y. Yang and Zoran Obradovic and Vladimir N. Uversky}, title = {Intrinsically Disordered Proteins: Predictions and Applications}, booktitle = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical School, Boston, MA, {USA}}, pages = {1}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/BIBE.2007.4375529}, doi = {10.1109/BIBE.2007.4375529}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibe/DunkerOMRYOU07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibe/DunkerOMRYOU07a, author = {A. Keith Dunker and Christopher J. Oldfield and Jingwei Meng and Pedro Romero and Jack Y. Yang and Zoran Obradovic and Vladimir N. Uversky}, title = {Intrinsically Disordered Proteins: An Update}, booktitle = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical School, Boston, MA, {USA}}, pages = {49--58}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/BIBE.2007.4375544}, doi = {10.1109/BIBE.2007.4375544}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibe/DunkerOMRYOU07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/HanOHWV06, author = {Bo Han and Zoran Obradovic and Zhang{-}Zhi Hu and Cathy H. Wu and Slobodan Vucetic}, title = {Substring selection for biomedical document classification}, journal = {Bioinform.}, volume = {22}, number = {17}, pages = {2136--2142}, year = {2006}, url = {https://doi.org/10.1093/bioinformatics/btl350}, doi = {10.1093/BIOINFORMATICS/BTL350}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/HanOHWV06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/XuCOJ06, author = {Qifang Xu and Adrian A. Canutescu and Zoran Obradovic and Roland L. Dunbrack Jr.}, title = {ProtBuD: a database of biological unit structures of protein families and superfamilies}, journal = {Bioinform.}, volume = {22}, number = {23}, pages = {2876--2882}, year = {2006}, url = {https://doi.org/10.1093/bioinformatics/btl490}, doi = {10.1093/BIOINFORMATICS/BTL490}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/XuCOJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/PengRVDO06, author = {Kang Peng and Predrag Radivojac and Slobodan Vucetic and A. Keith Dunker and Zoran Obradovic}, title = {Length-dependent prediction of protein intrinsic disorder}, journal = {{BMC} Bioinform.}, volume = {7}, pages = {208}, year = {2006}, url = {https://doi.org/10.1186/1471-2105-7-208}, doi = {10.1186/1471-2105-7-208}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/PengRVDO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/HanVBO06, author = {Bo Han and Slobodan Vucetic and Amy Braverman and Zoran Obradovic}, title = {A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data}, journal = {Eng. Appl. Artif. Intell.}, volume = {19}, number = {7}, pages = {787--795}, year = {2006}, url = {https://doi.org/10.1016/j.engappai.2006.05.009}, doi = {10.1016/J.ENGAPPAI.2006.05.009}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eaai/HanVBO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/QinO06, author = {Yilian Qin and Zoran Obradovic}, editor = {Gerhard Brewka and Silvia Coradeschi and Anna Perini and Paolo Traverso}, title = {Efficient Learning from Massive Spatial-Temporal Data Through Selective Support Vector Propagation}, booktitle = {{ECAI} 2006, 17th European Conference on Artificial Intelligence, August 29 - September 1, 2006, Riva del Garda, Italy, Including Prestigious Applications of Intelligent Systems {(PAIS} 2006), Proceedings}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {141}, pages = {526--530}, publisher = {{IOS} Press}, year = {2006}, timestamp = {Thu, 12 Feb 2009 12:51:20 +0100}, biburl = {https://dblp.org/rec/conf/ecai/QinO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/HanOLV06, author = {Bo Han and Zoran Obradovic and Zhanquing Li and Slobodan Vucetic}, title = {Data Mining Support for the Improvement of {MODIS} Aerosol Retrievals}, booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium, {IGARSS} 2006, July 31 - August 4, 2006, Denver, Colorado, USA, Proceedings}, pages = {2453--2456}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IGARSS.2006.635}, doi = {10.1109/IGARSS.2006.635}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/igarss/HanOLV06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/jcdl/SongSAO06, author = {Min Song and Il{-}Yeol Song and Robert B. Allen and Zoran Obradovic}, editor = {Gary Marchionini and Michael L. Nelson and Catherine C. Marshall}, title = {Keyphrase extraction-based query expansion in digital libraries}, booktitle = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2006, Chapel Hill, NC, USA, June 11-15, 2006, Proceedings}, pages = {202--209}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1141753.1141800}, doi = {10.1145/1141753.1141800}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/jcdl/SongSAO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/artmed/PokrajacMLKO05, author = {Dragoljub Pokrajac and Vasileios Megalooikonomou and Aleksandar Lazarevic and Despina Kontos and Zoran Obradovic}, title = {Applying spatial distribution analysis techniques to classification of 3D medical images}, journal = {Artif. Intell. Medicine}, volume = {33}, number = {3}, pages = {261--280}, year = {2005}, url = {https://doi.org/10.1016/j.artmed.2004.07.001}, doi = {10.1016/J.ARTMED.2004.07.001}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/artmed/PokrajacMLKO05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/VuceticOVRPICLBSND05, author = {Slobodan Vucetic and Zoran Obradovic and Vladimir Vacic and Predrag Radivojac and Kang Peng and Lilia M. Iakoucheva and Marc S. Cortese and J. David Lawson and Celeste J. Brown and Jason G. Sikes and Crystal D. Newton and A. Keith Dunker}, title = {DisProt: a database of protein disorder}, journal = {Bioinform.}, volume = {21}, number = {1}, pages = {137--140}, year = {2005}, url = {https://doi.org/10.1093/bioinformatics/bth476}, doi = {10.1093/BIOINFORMATICS/BTH476}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/VuceticOVRPICLBSND05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbcb/PengVRBDO05, author = {Kang Peng and Slobodan Vucetic and Predrag Radivojac and Celeste J. Brown and A. Keith Dunker and Zoran Obradovic}, title = {Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary Information}, journal = {J. Bioinform. Comput. Biol.}, volume = {3}, number = {1}, pages = {35--60}, year = {2005}, url = {https://doi.org/10.1142/S0219720005000886}, doi = {10.1142/S0219720005000886}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbcb/PengVRBDO05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/VuceticO05, author = {Slobodan Vucetic and Zoran Obradovic}, title = {Collaborative Filtering Using a Regression-Based Approach}, journal = {Knowl. Inf. Syst.}, volume = {7}, number = {1}, pages = {1--22}, year = {2005}, url = {https://doi.org/10.1007/s10115-003-0123-8}, doi = {10.1007/S10115-003-0123-8}, timestamp = {Fri, 12 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/VuceticO05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cibcb/MidicDO05, author = {Uros Midic and A. Keith Dunker and Zoran Obradovic}, title = {Improving Protein Secondary-Structure Prediction by Predicting Ends of Secondary-Structure Segments}, booktitle = {Proceedings of the 2005 {IEEE} Symposium on Computational Intelligence in Bioinformatics and Computational Biology, {CIBCB} 2005, Embassy Suites Hotel La Jolla, La Jolla, CA, USA, November 14 {\&} 15, 2005}, pages = {490--497}, publisher = {{IEEE}}, year = {2005}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/cibcb/MidicDO05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PengVO05, author = {Kang Peng and Slobodan Vucetic and Zoran Obradovic}, editor = {Hillol Kargupta and Jaideep Srivastava and Chandrika Kamath and Arnold Goodman}, title = {Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets}, booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining, {SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005}, pages = {621--625}, publisher = {{SIAM}}, year = {2005}, url = {https://doi.org/10.1137/1.9781611972757.73}, doi = {10.1137/1.9781611972757.73}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PengVO05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/RadivojacCDO04, author = {Predrag Radivojac and Nitesh V. Chawla and A. Keith Dunker and Zoran Obradovic}, title = {Classification and knowledge discovery in protein databases}, journal = {J. Biomed. Informatics}, volume = {37}, number = {4}, pages = {224--239}, year = {2004}, url = {https://doi.org/10.1016/j.jbi.2004.07.008}, doi = {10.1016/J.JBI.2004.07.008}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jbi/RadivojacCDO04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/PengOV04, author = {Kang Peng and Zoran Obradovic and Slobodan Vucetic}, editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and Lorenza Saitta}, title = {Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets}, booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence, ECAI'2004, including Prestigious Applicants of Intelligent Systems, {PAIS} 2004, Valencia, Spain, August 22-27, 2004}, pages = {623--627}, publisher = {{IOS} Press}, year = {2004}, timestamp = {Fri, 11 May 2018 12:42:30 +0200}, biburl = {https://dblp.org/rec/conf/ecai/PengOV04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/RadivojacODV04, author = {Predrag Radivojac and Zoran Obradovic and A. Keith Dunker and Slobodan Vucetic}, editor = {Jean{-}Fran{\c{c}}ois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi}, title = {Feature Selection Filters Based on the Permutation Test}, booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3201}, pages = {334--346}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30115-8\_32}, doi = {10.1007/978-3-540-30115-8\_32}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/RadivojacODV04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/KontosMPLOBFMS04, author = {Despina Kontos and Vasileios Megalooikonomou and Dragoljub Pokrajac and Aleksandar Lazarevic and Zoran Obradovic and Orest B. Boyko and James Ford and Fillia Makedon and Andrew J. Saykin}, editor = {Christian Barillot and David R. Haynor and Pierre Hellier}, title = {Extraction of Discriminative Functional {MRI} Activation Patterns and an Application to Alzheimer's Disease}, booktitle = {Medical Image Computing and Computer-Assisted Intervention -- {MICCAI} 2004, 7th International Conference Saint-Malo, France, September 26-29, 2004, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3217}, pages = {727--735}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30136-3\_89}, doi = {10.1007/978-3-540-30136-3\_89}, timestamp = {Tue, 14 May 2019 10:00:50 +0200}, biburl = {https://dblp.org/rec/conf/miccai/KontosMPLOBFMS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/PengOV04, author = {Kang Peng and Zoran Obradovic and Slobodan Vucetic}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Tiffany A. Jung and Teri E. Klein}, title = {Exploring Bias in the Protein Data Bank Using Contrast Classifiers}, booktitle = {Biocomputing 2004, Proceedings of the Pacific Symposium, Hawaii, USA, 6-10 January 2004}, pages = {435--446}, publisher = {World Scientific}, year = {2004}, url = {http://psb.stanford.edu/psb-online/proceedings/psb04/peng.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/PengOV04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/PokrajacHO03, author = {Dragoljub Pokrajac and Reed L. Hoskinson and Zoran Obradovic}, title = {Modeling Spatial-Temporal Data with a Short Observation History}, journal = {Knowl. Inf. Syst.}, volume = {5}, number = {3}, pages = {368--386}, year = {2003}, url = {https://doi.org/10.1007/10.1007/s10115-002-0094-1}, doi = {10.1007/10.1007/S10115-002-0094-1}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/PokrajacHO03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/PengVHXO03, author = {Kang Peng and Slobodan Vucetic and Bo Han and Hongbo M. Xie and Zoran Obradovic}, title = {Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining}, booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining {(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}}, pages = {267--274}, publisher = {{IEEE} Computer Society}, year = {2003}, url = {https://doi.org/10.1109/ICDM.2003.1250929}, doi = {10.1109/ICDM.2003.1250929}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/PengVHXO03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nci/HanVO03, author = {Bo Han and Slobodan Vucetic and Zoran Obradovic}, title = {Reranking Medline Citations by Relevance to a Difficult Biological Query}, booktitle = {Proceedings of the {IASTED} International Conference on Neural Networks and Computational Intelligence, {NCI} 2003, May 19-21, 2003, Cancun, Mexico}, pages = {38--43}, publisher = {{IASTED/ACTA} Press}, year = {2003}, timestamp = {Tue, 14 Oct 2003 16:07:40 +0200}, biburl = {https://dblp.org/rec/conf/nci/HanVO03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/RadivojacOBD03, author = {Predrag Radivojac and Zoran Obradovic and Celeste J. Brown and A. Keith Dunker}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Teri E. Klein}, title = {Prediction of Boundaries Between Intrinsically Ordered and Disordered Protein Regions}, booktitle = {Proceedings of the 8th Pacific Symposium on Biocomputing, {PSB} 2003, Lihue, Hawaii, USA, January 3-7, 2003}, pages = {216--227}, year = {2003}, url = {http://psb.stanford.edu/psb-online/proceedings/psb03/radivojac.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/RadivojacOBD03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/VuceticPXO03, author = {Slobodan Vucetic and Dragoljub Pokrajac and Hongbo M. Xie and Zoran Obradovic}, editor = {Daniel Barbar{\'{a}} and Chandrika Kamath}, title = {Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models}, booktitle = {Proceedings of the Third {SIAM} International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003}, pages = {279--283}, publisher = {{SIAM}}, year = {2003}, url = {https://doi.org/10.1137/1.9781611972733.30}, doi = {10.1137/1.9781611972733.30}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/VuceticPXO03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dpd/LazarevicO02, author = {Aleksandar Lazarevic and Zoran Obradovic}, title = {Boosting Algorithms for Parallel and Distributed Learning}, journal = {Distributed Parallel Databases}, volume = {11}, number = {2}, pages = {203--229}, year = {2002}, url = {https://doi.org/10.1023/A:1013992203485}, doi = {10.1023/A:1013992203485}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dpd/LazarevicO02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/LazarevicO02, author = {Aleksandar Lazarevic and Zoran Obradovic}, title = {Knowledge Discovery in Multiple Spatial Databases}, journal = {Neural Comput. Appl.}, volume = {10}, number = {4}, pages = {339--350}, year = {2002}, url = {https://doi.org/10.1007/s005210200006}, doi = {10.1007/S005210200006}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nca/LazarevicO02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/RadivojacOBD02, author = {Predrag Radivojac and Zoran Obradovic and Celeste J. Brown and A. Keith Dunker}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Teri E. Klein}, title = {Improving Sequence Alignments For Intrinsically Disordered Proteins}, booktitle = {Proceedings of the 7th Pacific Symposium on Biocomputing, {PSB} 2002, Lihue, Hawaii, USA, January 3-7, 2002}, pages = {589--600}, year = {2002}, url = {http://psb.stanford.edu/psb-online/proceedings/psb02/radivojac.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/RadivojacOBD02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vda/Megalooikonomou02, author = {Vasileios Megalooikonomou and Dragoljub Pokrajac and Aleksandar Lazarevic and Zoran Obradovic}, editor = {Robert F. Erbacher and Philip C. Chen and Matti Gr{\"{o}}hn and Jonathan C. Roberts and Craig M. Wittenbrink}, title = {Effective classification of 3D image data using partitioning methods}, booktitle = {Visualization and Data Analysis 2002, San Jose, CA, USA, January 19, 2002}, series = {{SPIE} Proceedings}, volume = {4665}, pages = {62--73}, publisher = {{SPIE}}, year = {2002}, url = {https://doi.org/10.1117/12.458811}, doi = {10.1117/12.458811}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vda/Megalooikonomou02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ida/LazarevicO01, author = {Aleksandar Lazarevic and Zoran Obradovic}, title = {Adaptive boosting techniques in heterogeneous and spatial databases}, journal = {Intell. Data Anal.}, volume = {5}, number = {4}, pages = {285--308}, year = {2001}, url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00057}, timestamp = {Mon, 18 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ida/LazarevicO01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/VuceticO01, author = {Slobodan Vucetic and Zoran Obradovic}, editor = {Luc De Raedt and Peter A. Flach}, title = {Classification on Data with Biased Class Distribution}, booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2167}, pages = {527--538}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44795-4\_45}, doi = {10.1007/3-540-44795-4\_45}, timestamp = {Sun, 25 Oct 2020 23:05:12 +0100}, biburl = {https://dblp.org/rec/conf/ecml/VuceticO01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LazarevicO01, author = {Aleksandar Lazarevic and Zoran Obradovic}, editor = {Doheon Lee and Mario Schkolnick and Foster J. Provost and Ramakrishnan Srikant}, title = {The distributed boosting algorithm}, booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001}, pages = {311--316}, publisher = {{ACM}}, year = {2001}, url = {https://doi.org/10.1145/502512.502557}, doi = {10.1145/502512.502557}, timestamp = {Tue, 01 Jun 2021 15:21:34 +0200}, biburl = {https://dblp.org/rec/conf/kdd/LazarevicO01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LazarevicO01, author = {Aleksandar Lazarevic and Zoran Obradovic}, editor = {Luc De Raedt and Arno Siebes}, title = {Data Reduction Using Multiple Models Integration}, booktitle = {Principles of Data Mining and Knowledge Discovery, 5th European Conference, {PKDD} 2001, Freiburg, Germany, September 3-5, 2001, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2168}, pages = {301--313}, publisher = {Springer}, year = {2001}, url = {https://doi.org/10.1007/3-540-44794-6\_25}, doi = {10.1007/3-540-44794-6\_25}, timestamp = {Sun, 25 Oct 2020 22:53:46 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/LazarevicO01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/psb/WilliamsOMBGYTBD01, author = {R. M. Williams and Zoran Obradovic and V. Mathura and W. Braun and E. C. Garner and J. Young and S. Takayama and Celeste J. Brown and A. Keith Dunker}, editor = {Russ B. Altman and A. Keith Dunker and Lawrence Hunter and Teri E. Klein}, title = {The Protein Non-Folding Problem: Amino Acid Determinants of Intrinsic Order and Disorder}, booktitle = {Proceedings of the 6th Pacific Symposium on Biocomputing, {PSB} 2001, Hawaii, USA, January 3-7, 2001}, pages = {89--100}, year = {2001}, url = {http://psb.stanford.edu/psb-online/proceedings/psb01/williams.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/psb/WilliamsOMBGYTBD01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LazarevicO01, author = {Aleksandar Lazarevic and Zoran Obradovic}, editor = {Vipin Kumar and Robert L. Grossman}, title = {Boosting Localized Classifiers in Heterogeneous Databases}, booktitle = {Proceedings of the First {SIAM} International Conference on Data Mining, {SDM} 2001, Chicago, IL, USA, April 5-7, 2001}, pages = {1--16}, publisher = {{SIAM}}, year = {2001}, url = {https://doi.org/10.1137/1.9781611972719.14}, doi = {10.1137/1.9781611972719.14}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LazarevicO01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/PokrajacO01, author = {Dragoljub Pokrajac and Zoran Obradovic}, editor = {Vipin Kumar and Robert L. Grossman}, title = {Improved Spatial-Temporal Forecasting through Modelling of Spatial Residuals in Recent History}, booktitle = {Proceedings of the First {SIAM} International Conference on Data Mining, {SDM} 2001, Chicago, IL, USA, April 5-7, 2001}, pages = {1--17}, publisher = {{SIAM}}, year = {2001}, url = {https://doi.org/10.1137/1.9781611972719.9}, doi = {10.1137/1.9781611972719.9}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PokrajacO01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/air/RomeroOD00, author = {Pedro Romero and Zoran Obradovic and A. Keith Dunker}, title = {Intelligent Data Analysis for Protein Disorder Prediction}, journal = {Artif. Intell. Rev.}, volume = {14}, number = {6}, pages = {447--484}, year = {2000}, url = {https://doi.org/10.1023/A:1006678623815}, doi = {10.1023/A:1006678623815}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/air/RomeroOD00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/KarguptaGKO00, author = {Hillol Kargupta and Joydeep Ghosh and Vipin Kumar and Zoran Obradovic}, title = {Report from the Workshop on Distributed and Parallel Knowledge Discovery, {ACM} {SIGKDD-2000}}, journal = {{SIGKDD} Explor.}, volume = {2}, number = {2}, pages = {108--109}, year = {2000}, url = {https://doi.org/10.1145/380995.381057}, doi = {10.1145/380995.381057}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigkdd/KarguptaGKO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esann/LazarevicPO00, author = {Aleksandar Lazarevic and Dragoljub Pokrajac and Zoran Obradovic}, title = {Distributed clustering and local regression for knowledge discovery in multiple spatial databases}, booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000, Bruges, Belgium, April 26-28, 2000, Proceedings}, pages = {129--134}, year = {2000}, url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-20.pdf}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/esann/LazarevicPO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esm/PokrajacOF00, author = {Dragoljub Pokrajac and Zoran Obradovic and Tim Fiez}, editor = {Rik Van Landeghem}, title = {A tool for controlled knowledge discovery in spatial domains}, booktitle = {14\({}^{\mbox{th}}\) European Simulation Multiconference - Simulation and Modelling: Enablers for a Better Quality of Life, May 23-26, 2000, Ghent, Belgium}, pages = {26--32}, publisher = {{SCS} Europe}, year = {2000}, timestamp = {Tue, 05 Nov 2002 10:53:41 +0100}, biburl = {https://dblp.org/rec/conf/esm/PokrajacOF00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esm/PokrajacOF00a, author = {Dragoljub Pokrajac and Zoran Obradovic and Tim Fiez}, editor = {Rik Van Landeghem}, title = {Understanding the influence of noise, sampling density and data distribution on spatial prediction quality through the use of simulated data}, booktitle = {14\({}^{\mbox{th}}\) European Simulation Multiconference - Simulation and Modelling: Enablers for a Better Quality of Life, May 23-26, 2000, Ghent, Belgium}, pages = {706--708}, publisher = {{SCS} Europe}, year = {2000}, timestamp = {Tue, 05 Nov 2002 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/esm/PokrajacOF00a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/LazarevicFO00, author = {Aleksandar Lazarevic and Tim Fiez and Zoran Obradovic}, title = {A Software System for Spatial Data Analysis and Modeling}, booktitle = {33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 4-7 January, 2000, Maui, Hawaii, {USA}}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/HICSS.2000.926648}, doi = {10.1109/HICSS.2000.926648}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/LazarevicFO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/VuceticO00, author = {Slobodan Vucetic and Zoran Obradovic}, editor = {Pat Langley}, title = {Discovering Homogeneous Regions in Spatial Data through Competition}, booktitle = {Proceedings of the Seventeenth International Conference on Machine Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June 29 - July 2, 2000}, pages = {1095--1102}, publisher = {Morgan Kaufmann}, year = {2000}, timestamp = {Sun, 21 Feb 2010 20:54:50 +0100}, biburl = {https://dblp.org/rec/conf/icml/VuceticO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/PokrajacO00, author = {Dragoljub Pokrajac and Zoran Obradovic}, title = {Learning Heterogeneous Functions from Sparse and Non-Uniform Sample}, booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 3}, pages = {103--108}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/IJCNN.2000.861288}, doi = {10.1109/IJCNN.2000.861288}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/PokrajacO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/KarguptaCKO00, author = {Hillol Kargupta and Philip Chan and Vipin Kumar and Zoran Obradovic}, editor = {Raghu Ramakrishnan and Salvatore J. Stolfo and Roberto J. Bayardo and Ismail Parsa}, title = {Distributed and parallel knowledge discovery (workshop session - title only)}, booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on Knowledge discovery and data mining, Boston, MA, USA, August 20-23, 2000}, pages = {534}, publisher = {{ACM}}, year = {2000}, url = {https://doi.org/10.1145/347090.347533}, doi = {10.1145/347090.347533}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/KarguptaCKO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/VuceticO00, author = {Slobodan Vucetic and Zoran Obradovic}, editor = {Takao Terano and Huan Liu and Arbee L. P. Chen}, title = {Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases}, booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1805}, pages = {29--39}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45571-X\_6}, doi = {10.1007/3-540-45571-X\_6}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/VuceticO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LazarevicFO00, author = {Aleksandar Lazarevic and Tim Fiez and Zoran Obradovic}, editor = {Takao Terano and Huan Liu and Arbee L. P. Chen}, title = {Adaptive Boosting for Spatial Functions with Unstable Driving Attributes}, booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1805}, pages = {329--340}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-45571-X\_38}, doi = {10.1007/3-540-45571-X\_38}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LazarevicFO00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/VuceticFO99, author = {Slobodan Vucetic and Tim Fiez and Zoran Obradovic}, title = {A data partitioning scheme for spatial regression}, booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington, DC, USA, July 10-16, 1999}, pages = {2474--2479}, publisher = {{IEEE}}, year = {1999}, url = {https://doi.org/10.1109/IJCNN.1999.833460}, doi = {10.1109/IJCNN.1999.833460}, timestamp = {Tue, 10 Aug 2021 14:29:47 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/VuceticFO99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LazarevicXFO99, author = {Aleksandar Lazarevic and Xiaowei Xu and Tim Fiez and Zoran Obradovic}, title = {Clustering-regression-ordering steps for knowledge discovery in spatial databases}, booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington, DC, USA, July 10-16, 1999}, pages = {2530--2534}, publisher = {{IEEE}}, year = {1999}, url = {https://doi.org/10.1109/IJCNN.1999.833471}, doi = {10.1109/IJCNN.1999.833471}, timestamp = {Fri, 06 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LazarevicXFO99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ObradovicO99, author = {Dragan Obradovic and Zoran Obradovic}, title = {Efficient probability density balancing for supporting distributed knowledge discovery in large databases}, booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington, DC, USA, July 10-16, 1999}, pages = {2535--2538}, publisher = {{IEEE}}, year = {1999}, url = {https://doi.org/10.1109/IJCNN.1999.833472}, doi = {10.1109/IJCNN.1999.833472}, timestamp = {Tue, 30 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/ObradovicO99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/PokrajacFOKO99, author = {Dragoljub Pokrajac and Tim Fiez and Dragan Obradovic and Stephen Kwek and Zoran Obradovic}, title = {Distribution comparison for site-specific regression modeling in agriculture}, booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington, DC, USA, July 10-16, 1999}, pages = {3937--3941}, publisher = {{IEEE}}, year = {1999}, url = {https://doi.org/10.1109/IJCNN.1999.830786}, doi = {10.1109/IJCNN.1999.830786}, timestamp = {Wed, 31 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/PokrajacFOKO99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismvl/NgomSO98, author = {Alioune Ngom and Ivan Stojmenovic and Zoran Obradovic}, title = {Minimization of Multivalued Multithreshold Perceptrons using Genetic Algorithms}, booktitle = {28th {IEEE} International Symposium on Multiple-Valued Logic, {ISMVL} 1998, Fukuoka, Japan, May 27-29, 1998, Proceedings}, pages = {209--214}, publisher = {{IEEE} Computer Society}, year = {1998}, url = {https://doi.org/10.1109/ISMVL.1998.679434}, doi = {10.1109/ISMVL.1998.679434}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismvl/NgomSO98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cifer/DrossuO97, author = {Radu Drossu and Zoran Obradovic}, title = {{INFFC} data analysis: lower bounds and testbed design recommendations}, booktitle = {Proceedings of the {IEEE/IAFE} 1997 Computational Intelligence for Financial Engineering, CIFEr 1997, New York City, USA, March 24-25, 1997}, pages = {71--74}, publisher = {{IEEE}}, year = {1997}, url = {https://doi.org/10.1109/CIFER.1997.618915}, doi = {10.1109/CIFER.1997.618915}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/cifer/DrossuO97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/DrossuO97, author = {Radu Drossu and Zoran Obradovic}, title = {Regime Signaling Techniques for Non-stationary Time Series}, booktitle = {30th Annual Hawaii International Conference on System Sciences (HICSS-30), 7-10 January 1997, Maui, Hawaii, {USA}}, pages = {530--538}, publisher = {{IEEE} Computer Society}, year = {1997}, url = {https://doi.org/10.1109/HICSS.1997.663213}, doi = {10.1109/HICSS.1997.663213}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/DrossuO97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnn/RomeroOKVD97, author = {Pedro Romero and Zoran Obradovic and C. Kissinger and J. E. Villafranca and A. Keith Dunker}, title = {Identifying disordered regions in proteins from amino acid sequence}, booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97), Houston, TX, USA, June 9-12, 1997}, pages = {90--95}, publisher = {{IEEE}}, year = {1997}, url = {https://doi.org/10.1109/ICNN.1997.611643}, doi = {10.1109/ICNN.1997.611643}, timestamp = {Fri, 16 Aug 2019 17:38:27 +0200}, biburl = {https://dblp.org/rec/conf/icnn/RomeroOKVD97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aai/ChenowethOL96, author = {Tim Chenoweth and Zoran Obradovic and Sauchi Stephen Lee}, title = {Embedding Technical Analysis Into Neural Network Based Trading Systems}, journal = {Appl. Artif. Intell.}, volume = {10}, number = {6}, pages = {523--542}, year = {1996}, url = {https://doi.org/10.1080/088395196118416}, doi = {10.1080/088395196118416}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aai/ChenowethOL96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ChenowethO96, author = {Tim Chenoweth and Zoran Obradovic}, title = {A multi-component nonlinear prediction system for the S{\&}P 500 Index}, journal = {Neurocomputing}, volume = {10}, number = {3}, pages = {275--290}, year = {1996}, url = {https://doi.org/10.1016/0925-2312(95)00109-3}, doi = {10.1016/0925-2312(95)00109-3}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ChenowethO96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npsc/ObradovicM96, author = {Zoran Obradovic and Iuri Mehr}, title = {Parallel neural network learning through repetitive bounded depth trajectory branching}, journal = {Neural Parallel Sci. Comput.}, volume = {4}, number = {4}, pages = {475--492}, year = {1996}, url = {http://dl.acm.org/citation.cfm?id=254753}, timestamp = {Thu, 27 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npsc/ObradovicM96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esm/DrossuOF96, author = {Radu Drossu and Zoran Obradovic and Justin Fletcher}, editor = {Andr{\'{a}}s J{\'{a}}vor and Axel Lehmann and Istvan Moln{\'{a}}r}, title = {A Flexible Graphical User Interface to Heterogeneous Neural Network Simulators}, booktitle = {Modelling and Simulation, ESM96, June 2-6, 1996, Budapest University of Economic Sciences}, pages = {273--277}, publisher = {SCS, The Society for Computer Simulation International}, year = {1996}, timestamp = {Mon, 27 Feb 2023 10:45:50 +0100}, biburl = {https://dblp.org/rec/conf/esm/DrossuOF96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnn/MilenkovicOL96, author = {Srdjan Milenkovic and Zoran Obradovic and Vanco B. Litovski}, title = {Annealing based dynamic learning in second-order neural networks}, booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96), Washington, DC, USA, June 3-6, 1996}, pages = {458--463}, publisher = {{IEEE}}, year = {1996}, url = {https://doi.org/10.1109/ICNN.1996.548936}, doi = {10.1109/ICNN.1996.548936}, timestamp = {Fri, 23 Aug 2019 13:25:16 +0200}, biburl = {https://dblp.org/rec/conf/icnn/MilenkovicOL96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npsc/FletcherO95, author = {Justin Fletcher and Zoran Obradovic}, title = {A discrete approach to constructive neural network learning}, journal = {Neural Parallel Sci. Comput.}, volume = {3}, number = {3}, pages = {307--320}, year = {1995}, url = {http://dl.acm.org/citation.cfm?id=213260}, timestamp = {Thu, 27 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npsc/FletcherO95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcss/ObradovicP94, author = {Zoran Obradovic and Ian Parberry}, title = {Learning with Discrete Multi-valued Neurons}, journal = {J. Comput. Syst. Sci.}, volume = {49}, number = {2}, pages = {375--390}, year = {1994}, url = {https://doi.org/10.1016/S0022-0000(05)80055-8}, doi = {10.1016/S0022-0000(05)80055-8}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcss/ObradovicP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icec/ObradovicS94, author = {Zoran Obradovic and Rangarajan Srikumar}, title = {Evolutionary Design of Application Tailored Neural Networks}, booktitle = {Proceedings of the First {IEEE} Conference on Evolutionary Computation, {IEEE} World Congress on Computational Intelligence, Orlando, Florida, USA, June 27-29, 1994}, pages = {284--289}, publisher = {{IEEE}}, year = {1994}, url = {https://doi.org/10.1109/ICEC.1994.349938}, doi = {10.1109/ICEC.1994.349938}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icec/ObradovicS94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipps/MehrO94, author = {Iuri Mehr and Zoran Obradovic}, editor = {Howard Jay Siegel}, title = {Parallel Neural Network Learning Through Repetitive Bounded Depth Trajectory Branching}, booktitle = {Proceedings of the 8th International Symposium on Parallel Processing, Canc{\'{u}}n, Mexico, April 1994}, pages = {784--791}, publisher = {{IEEE} Computer Society}, year = {1994}, url = {https://doi.org/10.1109/IPPS.1994.288215}, doi = {10.1109/IPPS.1994.288215}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipps/MehrO94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hpdc/FletcherO93, author = {Justin Fletcher and Zoran Obradovic}, title = {Parallel and Distributed Systems for Constructive Neural Network Learning}, booktitle = {Proceedings of the Second International Symposium on High Performance Distributed Computing, {HPDC} '93, Spokane, WA, USA, July 20-23, 1993}, pages = {174--178}, publisher = {{IEEE}}, year = {1993}, url = {https://doi.org/10.1109/HPDC.1993.263844}, doi = {10.1109/HPDC.1993.263844}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/hpdc/FletcherO93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcss/ObradovicP92, author = {Zoran Obradovic and Ian Parberry}, title = {Computing with Discrete Multi-Valued Neurons}, journal = {J. Comput. Syst. Sci.}, volume = {45}, number = {3}, pages = {471--492}, year = {1992}, url = {https://doi.org/10.1016/0022-0000(92)90035-H}, doi = {10.1016/0022-0000(92)90035-H}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcss/ObradovicP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/ObradovicY90, author = {Zoran Obradovic and Peiyuan Yan}, title = {Small Depth Polynomial Size Neural Networks}, journal = {Neural Comput.}, volume = {2}, number = {4}, pages = {402--404}, year = {1990}, url = {https://doi.org/10.1162/neco.1990.2.4.402}, doi = {10.1162/NECO.1990.2.4.402}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/ObradovicY90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ObradovicP90, author = {Zoran Obradovic and Ian Parberry}, editor = {Bruce W. Porter and Raymond J. Mooney}, title = {Learning with Discrete Multi-Valued Neurons}, booktitle = {Machine Learning, Proceedings of the Seventh International Conference on Machine Learning, Austin, Texas, USA, June 21-23, 1990}, pages = {392--399}, publisher = {Morgan Kaufmann}, year = {1990}, url = {https://doi.org/10.1016/b978-1-55860-141-3.50050-x}, doi = {10.1016/B978-1-55860-141-3.50050-X}, timestamp = {Thu, 25 Jul 2019 17:43:05 +0200}, biburl = {https://dblp.org/rec/conf/icml/ObradovicP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ObradovicP89, author = {Zoran Obradovic and Ian Parberry}, editor = {David S. Touretzky}, title = {Analog Neural Networks of Limited Precision {I:} Computing with Multilinear Threshold Functions}, booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference, Denver, Colorado, USA, November 27-30, 1989]}, pages = {702--709}, publisher = {Morgan Kaufmann}, year = {1989}, url = {http://papers.nips.cc/paper/232-analog-neural-networks-of-limited-precision-i-computing-with-multilinear-threshold-functions}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ObradovicP89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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