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ORCIDBibTeX records: Slobodan Vucetic
@article{DBLP:journals/midm/EnayatiV24,
author = {Saman Enayati and
Slobodan Vucetic},
title = {Leveraging shortest dependency paths in low-resource biomedical relation
extraction},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {24},
number = {4},
pages = {205},
year = {2024},
url = {https://doi.org/10.1186/s12911-024-02592-2},
doi = {10.1186/S12911-024-02592-2},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/EnayatiV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XuCHV024,
author = {Hanzi Xu and
Muhao Chen and
Lifu Huang and
Slobodan Vucetic and
Wenpeng Yin},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {X-Shot: {A} Unified System to Handle Frequent, Few-shot and Zero-shot
Learning Simultaneously in Classification},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {4652--4665},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-acl.276},
timestamp = {Tue, 27 Aug 2024 17:38:11 +0200},
biburl = {https://dblp.org/rec/conf/acl/XuCHV024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YangCV24,
author = {Ziyu Yang and
Santhosh Cherian and
Slobodan Vucetic},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology
Report Simplification},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {4701--4714},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-acl.279},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YangCV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/AraGPCVMH24,
author = {Zinat Ara and
Amrita Ganguly and
Donna Peppard and
Dongjun Chung and
Slobodan Vucetic and
Vivian Genaro Motti and
Sungsoo Ray Hong},
editor = {Florian 'Floyd' Mueller and
Penny Kyburz and
Julie R. Williamson and
Corina Sas and
Max L. Wilson and
Phoebe O. Toups Dugas and
Irina Shklovski},
title = {Collaborative Job Seeking for People with Autism: Challenges and Design
Opportunities},
booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
pages = {73:1--73:17},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3613904.3642197},
doi = {10.1145/3613904.3642197},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/AraGPCVMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01715,
author = {Zinat Ara and
Amrita Ganguly and
Donna Peppard and
Dongjun Chung and
Slobodan Vucetic and
Vivian Genaro Motti and
Sungsoo Ray Hong},
title = {Collaborative Job Seeking for People with Autism: Challenges and Design
Opportunities},
journal = {CoRR},
volume = {abs/2403.01715},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01715},
doi = {10.48550/ARXIV.2403.01715},
eprinttype = {arXiv},
eprint = {2403.01715},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03863,
author = {Hanzi Xu and
Muhao Chen and
Lifu Huang and
Slobodan Vucetic and
Wenpeng Yin},
title = {X-Shot: {A} Unified System to Handle Frequent, Few-shot and Zero-shot
Learning Simultaneously in Classification},
journal = {CoRR},
volume = {abs/2403.03863},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03863},
doi = {10.48550/ARXIV.2403.03863},
eprinttype = {arXiv},
eprint = {2403.03863},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16203,
author = {Hanzi Xu and
Renze Lou and
Jiangshu Du and
Vahid Mahzoon and
Elmira Talebianaraki and
Zhuoan Zhou and
Elizabeth Garrison and
Slobodan Vucetic and
Wenpeng Yin},
title = {LLMs' Classification Performance is Overclaimed},
journal = {CoRR},
volume = {abs/2406.16203},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16203},
doi = {10.48550/ARXIV.2406.16203},
eprinttype = {arXiv},
eprint = {2406.16203},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-18859,
author = {Ziyu Yang and
Santhosh Cherian and
Slobodan Vucetic},
title = {Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology
Report Simplification},
journal = {CoRR},
volume = {abs/2406.18859},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.18859},
doi = {10.48550/ARXIV.2406.18859},
eprinttype = {arXiv},
eprint = {2406.18859},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-18859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/MaitiSV23,
author = {Aniruddha Maiti and
Sai Shi and
Slobodan Vucetic},
title = {An ablation study on the use of publication venue quality to rank
computer science departments},
journal = {Scientometrics},
volume = {128},
number = {8},
pages = {4197--4218},
year = {2023},
url = {https://doi.org/10.1007/s11192-023-04733-2},
doi = {10.1007/S11192-023-04733-2},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/MaitiSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/YangCV23,
author = {Ziyu Yang and
Santhosh Cherian and
Slobodan Vucetic},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Data Augmentation for Radiology Report Simplification},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {1877--1887},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.144},
doi = {10.18653/V1/2023.FINDINGS-EACL.144},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/YangCV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HauriV23,
author = {Sandro Hauri and
Slobodan Vucetic},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {Group Activity Recognition in Basketball Tracking Data - Neural Embeddings
in Team Sports {(NETS)}},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {1012--1019},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230373},
doi = {10.3233/FAIA230373},
timestamp = {Wed, 18 Oct 2023 09:31:16 +0200},
biburl = {https://dblp.org/rec/conf/ecai/HauriV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03140,
author = {Sai Shi and
Aniruddha Maiti and
Ashis Kumar Chanda and
Slobodan Vucetic},
title = {Scholar Ranking 2023: Ranking of Computer Science Departments Based
on Faculty Citations},
journal = {CoRR},
volume = {abs/2301.03140},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03140},
doi = {10.48550/ARXIV.2301.03140},
eprinttype = {arXiv},
eprint = {2301.03140},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/ChandaBYV22,
author = {Ashis Kumar Chanda and
Tian Bai and
Ziyu Yang and
Slobodan Vucetic},
title = {Improving medical term embeddings using {UMLS} Metathesaurus},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {22},
number = {1},
pages = {114},
year = {2022},
url = {https://doi.org/10.1186/s12911-022-01850-5},
doi = {10.1186/S12911-022-01850-5},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/ChandaBYV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/EnayatiV22,
author = {Saman Enayati and
Slobodan Vucetic},
title = {{MERIT:} Minimal SupErvision Through Label Augmentation For Biomedical
RelatIon ExTraction},
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/f006-1.4642155/940-1.4642423/1179-1.4642420},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/EnayatiV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/XuV022,
author = {Hanzi Xu and
Slobodan Vucetic and
Wenpeng Yin},
editor = {Antske Fokkens and
Vivek Srikumar},
title = {OpenStance: Real-world Zero-shot Stance Detection},
booktitle = {Proceedings of the 26th Conference on Computational Natural Language
Learning, CoNLL 2022, Abu Dhabi, United Arab Emirates (Hybrid Event),
December 7-8, 2022},
pages = {314--324},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.conll-1.21},
doi = {10.18653/V1/2022.CONLL-1.21},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/XuV022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00451,
author = {Sandro Hauri and
Slobodan Vucetic},
title = {Group Activity Recognition in Basketball Tracking Data - Neural Embeddings
in Team Sports {(NETS)}},
journal = {CoRR},
volume = {abs/2209.00451},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00451},
doi = {10.48550/ARXIV.2209.00451},
eprinttype = {arXiv},
eprint = {2209.00451},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14299,
author = {Hanzi Xu and
Slobodan Vucetic and
Wenpeng Yin},
title = {OpenStance: Real-world Zero-shot Stance Detection},
journal = {CoRR},
volume = {abs/2210.14299},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14299},
doi = {10.48550/ARXIV.2210.14299},
eprinttype = {arXiv},
eprint = {2210.14299},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/HeSMVD21,
author = {Lihong He and
Chen Shen and
Arjun Mukherjee and
Slobodan Vucetic and
Eduard C. Dragut},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {Cannot Predict Comment Volume of a News Article before (a few) Users
Read It},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {173--184},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18051},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/HeSMVD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GaoXV21,
author = {Hongchang Gao and
Hanzi Xu and
Slobodan Vucetic},
editor = {Zhi{-}Hua Zhou},
title = {Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for
Continuous DR-Submodular Maximization},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3501--3507},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/482},
doi = {10.24963/IJCAI.2021/482},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GaoXV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Dragut00V21,
author = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Data Science with Human in the Loop},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4123--4124},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469476},
doi = {10.1145/3447548.3469476},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Dragut00V21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/HauriDRV21,
author = {Sandro Hauri and
Nemanja Djuric and
Vladan Radosavljevic and
Slobodan Vucetic},
title = {Multi-Modal Trajectory Prediction of {NBA} Players},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {1639--1648},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00168},
doi = {10.1109/WACV48630.2021.00168},
timestamp = {Fri, 18 Jun 2021 10:51:54 +0200},
biburl = {https://dblp.org/rec/conf/wacv/HauriDRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2021dash,
editor = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
title = {3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual
Conference, August 15, 2021},
year = {2021},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2021dash.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10746,
author = {Tamara Katic and
Martin Pavlovski and
Danijela Sekulic and
Slobodan Vucetic},
title = {Learning Semi-Structured Representations of Radiology Reports},
journal = {CoRR},
volume = {abs/2112.10746},
year = {2021},
url = {https://arxiv.org/abs/2112.10746},
eprinttype = {arXiv},
eprint = {2112.10746},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HaZDV20,
author = {Phong Ha and
Shanshan Zhang and
Nemanja Djuric and
Slobodan Vucetic},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Improving Word Embeddings through Iterative Refinement of Word- and
Character-level Models},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {1204--1213},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.104},
doi = {10.18653/V1/2020.COLING-MAIN.104},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/HaZDV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DjuricWV20,
author = {Nemanja Djuric and
Zhuang Wang and
Slobodan Vucetic},
title = {Growing Adaptive Multi-hyperplane Machines},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2567--2576},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/djuric20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DjuricWV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2020dash,
editor = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
title = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020,
San Diego, California, USA, August 24, 2020},
year = {2020},
url = {https://sites.google.com/view/dash2020/home},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2020dash.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06414,
author = {Lihong He and
Chen Shen and
Arjun Mukherjee and
Slobodan Vucetic and
Eduard C. Dragut},
title = {Cannot Predict Comment Volume of a News Article before (a few) Users
Read It},
journal = {CoRR},
volume = {abs/2008.06414},
year = {2020},
url = {https://arxiv.org/abs/2008.06414},
eprinttype = {arXiv},
eprint = {2008.06414},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07870,
author = {Sandro Hauri and
Nemanja Djuric and
Vladan Radosavljevic and
Slobodan Vucetic},
title = {Multi-Modal Trajectory Prediction of {NBA} Players},
journal = {CoRR},
volume = {abs/2008.07870},
year = {2020},
url = {https://arxiv.org/abs/2008.07870},
eprinttype = {arXiv},
eprint = {2008.07870},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ShapovalovVD19,
author = {Maxim V. Shapovalov and
Slobodan Vucetic and
Roland L. Dunbrack Jr.},
title = {A new clustering and nomenclature for beta turns derived from high-resolution
protein structures},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {3},
year = {2019},
url = {https://doi.org/10.1371/journal.pcbi.1006844},
doi = {10.1371/JOURNAL.PCBI.1006844},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/ShapovalovVD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MaitiV19,
author = {Aniruddha Maiti and
Slobodan Vucetic},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Spatial Aggregation Facilitates Discovery of Spatial Topics},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {252--262},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1025},
doi = {10.18653/V1/P19-1025},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MaitiV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BaiEBV19,
author = {Tian Bai and
Brian L. Egleston and
Richard Bleicher and
Slobodan Vucetic},
editor = {Sarit Kraus},
title = {Medical Concept Representation Learning from Multi-source Data},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4897--4903},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/680},
doi = {10.24963/IJCAI.2019/680},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BaiEBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangHDV19,
author = {Shanshan Zhang and
Lihong He and
Eduard C. Dragut and
Slobodan Vucetic},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {How to Invest my Time: Lessons from Human-in-the-Loop Entity Extraction},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2305--2313},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330773},
doi = {10.1145/3292500.3330773},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangHDV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/Sondur0VB19,
author = {Sanjeev Sondur and
Krishna Kant and
Slobodan Vucetic and
Brandon Byers},
title = {Storage on the Edge: Evaluating Cloud Backed Edge Storage in Cyberphysical
Systems},
booktitle = {16th {IEEE} International Conference on Mobile Ad Hoc and Sensor Systems,
{MASS} 2019, Monterey, CA, USA, November 4-7, 2019},
pages = {362--370},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MASS.2019.00050},
doi = {10.1109/MASS.2019.00050},
timestamp = {Sun, 03 May 2020 18:05:18 +0200},
biburl = {https://dblp.org/rec/conf/mass/Sondur0VB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BaiV19,
author = {Tian Bai and
Slobodan Vucetic},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Improving Medical Code Prediction from Clinical Text via Incorporating
Online Knowledge Sources},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {72--82},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313485},
doi = {10.1145/3308558.3313485},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BaiV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/VuceticCZBM18,
author = {Slobodan Vucetic and
Ashis Kumar Chanda and
Shanshan Zhang and
Tian Bai and
Aniruddha Maiti},
title = {Peer assessment of {CS} doctoral programs shows strong correlation
with faculty citations},
journal = {Commun. {ACM}},
volume = {61},
number = {9},
pages = {70--76},
year = {2018},
url = {https://doi.org/10.1145/3181854},
doi = {10.1145/3181854},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/VuceticCZBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/BaiCEV18,
author = {Tian Bai and
Ashis Kumar Chanda and
Brian L. Egleston and
Slobodan Vucetic},
title = {{EHR} phenotyping via jointly embedding medical concepts and words
into a unified vector space},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {18},
number = {{S-4}},
pages = {15--25},
year = {2018},
url = {https://doi.org/10.1186/s12911-018-0672-0},
doi = {10.1186/S12911-018-0672-0},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/BaiCEV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangHVD18,
author = {Shanshan Zhang and
Lihong He and
Slobodan Vucetic and
Eduard C. Dragut},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Regular Expression Guided Entity Mention Mining from Noisy Web Data},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {1991--2000},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1224},
doi = {10.18653/V1/D18-1224},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangHVD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ZhangPKV18,
author = {Shanshan Zhang and
Amitangshu Pal and
Krishna Kant and
Slobodan Vucetic},
title = {Enhancing Disaster Situational Awareness via Automated Summary Dissemination
of Social Media Content},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2018, Abu Dhabi,
United Arab Emirates, December 9-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GLOCOM.2018.8647340},
doi = {10.1109/GLOCOM.2018.8647340},
timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/ZhangPKV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaiZEV18,
author = {Tian Bai and
Shanshan Zhang and
Brian L. Egleston and
Slobodan Vucetic},
editor = {Yike Guo and
Faisal Farooq},
title = {Interpretable Representation Learning for Healthcare via Capturing
Disease Progression through Time},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {43--51},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219904},
doi = {10.1145/3219819.3219904},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BaiZEV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/BaiCEV17,
author = {Tian Bai and
Ashis Kumar Chanda and
Brian L. Egleston and
Slobodan Vucetic},
editor = {Xiaohua Hu and
Chi{-}Ren Shyu and
Yana Bromberg and
Jean Gao and
Yang Gong and
Dmitry Korkin and
Illhoi Yoo and
Huiru Jane Zheng},
title = {Joint learning of representations of medical concepts and words from
{EHR} data},
booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
pages = {764--769},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBM.2017.8217752},
doi = {10.1109/BIBM.2017.8217752},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/BaiCEV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05435,
author = {Slobodan Vucetic and
Ashis Kumar Chanda and
Shanshan Zhang and
Tian Bai and
Aniruddha Maiti},
title = {Faculty citation measures are highly correlated with peer assessment
of computer science doctoral programs},
journal = {CoRR},
volume = {abs/1708.05435},
year = {2017},
url = {http://arxiv.org/abs/1708.05435},
eprinttype = {arXiv},
eprint = {1708.05435},
timestamp = {Sat, 30 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/DjuricKV16,
author = {Nemanja Djuric and
Lakesh Kansakar and
Slobodan Vucetic},
title = {Semi-supervised combination of experts for aerosol optical depth estimation},
journal = {Artif. Intell.},
volume = {230},
pages = {1--13},
year = {2016},
url = {https://doi.org/10.1016/j.artint.2015.09.010},
doi = {10.1016/J.ARTINT.2015.09.010},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/DjuricKV16.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 = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanZGVO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangV16,
author = {Shanshan Zhang and
Slobodan Vucetic},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Sampling Bias in LinkedIn: {A} Case Study},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {145--146},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2889357},
doi = {10.1145/2872518.2889357},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DjuricGRBV16,
author = {Nemanja Djuric and
Mihajlo Grbovic and
Vladan Radosavljevic and
Narayan Bhamidipati and
Slobodan Vucetic},
title = {Non-linear Label Ranking for Large-scale Prediction of Long-Term User
Interests},
journal = {CoRR},
volume = {abs/1606.08963},
year = {2016},
url = {http://arxiv.org/abs/1606.08963},
eprinttype = {arXiv},
eprint = {1606.08963},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DjuricGRBV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangV16a,
author = {Shanshan Zhang and
Slobodan Vucetic},
title = {Semi-supervised Discovery of Informative Tweets During the Emerging
Disasters},
journal = {CoRR},
volume = {abs/1610.03750},
year = {2016},
url = {http://arxiv.org/abs/1610.03750},
eprinttype = {arXiv},
eprint = {1610.03750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangV16a.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/tnn/ZhangLKVP15,
author = {Kai Zhang and
Liang Lan and
James T. Kwok and
Slobodan Vucetic and
Bahram Parvin},
title = {Scaling Up Graph-Based Semisupervised Learning via Prototype Vector
Machines},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {3},
pages = {444--457},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2315526},
doi = {10.1109/TNNLS.2014.2315526},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangLKVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LanMV14,
author = {Liang Lan and
Vuk Malbasa and
Slobodan Vucetic},
editor = {Carla E. Brodley and
Peter Stone},
title = {Spatial Scan for Disease Mapping on a Mobile Population},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {431--437},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8765},
doi = {10.1609/AAAI.V28I1.8765},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LanMV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DjuricGRBV14,
author = {Nemanja Djuric and
Mihajlo Grbovic and
Vladan Radosavljevic and
Narayan Bhamidipati and
Slobodan Vucetic},
editor = {Carla E. Brodley and
Peter Stone},
title = {Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User
Interests},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1788--1794},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8987},
doi = {10.1609/AAAI.V28I1.8987},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DjuricGRBV14.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}
}
@inproceedings{DBLP:conf/sdm/CoricDV14,
author = {Vladimir Coric and
Nemanja Djuric and
Slobodan Vucetic},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Frugal Traffic Monitoring with Autonomous Participatory Sensing},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {1019--1027},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.116},
doi = {10.1137/1.9781611973440.116},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CoricDV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GrbovicV14,
author = {Mihajlo Grbovic and
Slobodan Vucetic},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Generating ad targeting rules using sparse principal component analysis
with constraints},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {283--284},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577351},
doi = {10.1145/2567948.2577351},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GrbovicV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LanDGV13,
author = {Liang Lan and
Nemanja Djuric and
Yuhong Guo and
Slobodan Vucetic},
title = {MS-kNN: protein function prediction by integrating multiple data sources},
journal = {{BMC} Bioinform.},
volume = {14},
number = {{S-3}},
pages = {S8},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-S3-S8},
doi = {10.1186/1471-2105-14-S3-S8},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/LanDGV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DjuricLVW13,
author = {Nemanja Djuric and
Liang Lan and
Slobodan Vucetic and
Zhuang Wang},
title = {BudgetedSVM: a toolbox for scalable {SVM} approximations},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3813--3817},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627679},
doi = {10.5555/2567709.2627679},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DjuricLVW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GrbovicDGV13,
author = {Mihajlo Grbovic and
Nemanja Djuric and
Shengbo Guo and
Slobodan Vucetic},
title = {Supervised clustering of label ranking data using label preference
information},
journal = {Mach. Learn.},
volume = {93},
number = {2-3},
pages = {191--225},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5374-3},
doi = {10.1007/S10994-013-5374-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GrbovicDGV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GrbovicV13,
author = {Mihajlo Grbovic and
Slobodan Vucetic},
title = {Decentralized Estimation using distortion sensitive learning vector
quantization},
journal = {Pattern Recognit. Lett.},
volume = {34},
number = {9},
pages = {963--969},
year = {2013},
url = {https://doi.org/10.1016/j.patrec.2013.02.011},
doi = {10.1016/J.PATREC.2013.02.011},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/GrbovicV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/GrbovicLSUV13,
author = {Mihajlo Grbovic and
Weichang Li and
Niranjan A. Subrahmanya and
Adam K. Usadi and
Slobodan Vucetic},
title = {Cold Start Approach for Data-Driven Fault Detection},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {9},
number = {4},
pages = {2264--2273},
year = {2013},
url = {https://doi.org/10.1109/TII.2012.2231870},
doi = {10.1109/TII.2012.2231870},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/GrbovicLSUV13.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/bigdataconf/DjuricGV13,
author = {Nemanja Djuric and
Mihajlo Grbovic and
Slobodan Vucetic},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Distributed confidence-weighted classification on MapReduce},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {458--466},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691607},
doi = {10.1109/BIGDATA.2013.6691607},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/DjuricGV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DjuricV13,
author = {Nemanja Djuric and
Slobodan Vucetic},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Efficient Visualization of Large-Scale Data Tables through Reordering
and Entropy Minimization},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {121--130},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.63},
doi = {10.1109/ICDM.2013.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DjuricV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GrbovicDV13,
author = {Mihajlo Grbovic and
Nemanja Djuric and
Slobodan Vucetic},
editor = {Francesca Rossi},
title = {Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1358--1364},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6913},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GrbovicDV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DjuricKV13,
author = {Nemanja Djuric and
Lakesh Kansakar and
Slobodan Vucetic},
editor = {Francesca Rossi},
title = {Semi-Supervised Learning for Integration of Aerosol Predictions from
Multiple Satellite Instruments},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2797--2803},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6664},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DjuricKV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangCV12,
author = {Zhuang Wang and
Koby Crammer and
Slobodan Vucetic},
title = {Breaking the curse of kernelization: budgeted stochastic gradient
descent for large-scale {SVM} training},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3103--3131},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503341},
doi = {10.5555/2503308.2503341},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangCV12.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}
}
@article{DBLP:journals/tgrs/WangLV12,
author = {Zhuang Wang and
Liang Lan and
Slobodan Vucetic},
title = {Mixture Model for Multiple Instance Regression and Applications in
Remote Sensing},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {50},
number = {6},
pages = {2226--2237},
year = {2012},
url = {https://doi.org/10.1109/TGRS.2011.2171691},
doi = {10.1109/TGRS.2011.2171691},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WangLV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DjuricGV12,
author = {Nemanja Djuric and
Mihajlo Grbovic and
Slobodan Vucetic},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Convex Kernelized Sorting},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {893--899},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8314},
doi = {10.1609/AAAI.V26I1.8314},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DjuricGV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GrbovicDV12,
author = {Mihajlo Grbovic and
Christopher R. Dance and
Slobodan Vucetic},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Sparse Principal Component Analysis with Constraints},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {935--941},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8316},
doi = {10.1609/AAAI.V26I1.8316},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GrbovicDV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/QuanMVW12,
author = {Huangmao Quan and
Ana Milicic and
Slobodan Vucetic and
Jie Wu},
title = {A connectivity-based popularity prediction approach for social networks},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2012, Ottawa, ON, Canada, June 10-15, 2012},
pages = {2098--2102},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICC.2012.6364063},
doi = {10.1109/ICC.2012.6364063},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/QuanMVW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GrbovicDV12,
author = {Mihajlo Grbovic and
Nemanja Djuric and
Slobodan Vucetic},
title = {Supervised Clustering of Label Ranking Data},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {94--105},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.9},
doi = {10.1137/1.9781611972825.9},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GrbovicDV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/LanV11,
author = {Liang Lan and
Slobodan Vucetic},
title = {Improving accuracy of microarray classification by a simple multi-task
feature selection filter},
journal = {Int. J. Data Min. Bioinform.},
volume = {5},
number = {2},
pages = {189--208},
year = {2011},
url = {https://doi.org/10.1504/IJDMB.2011.039177},
doi = {10.1504/IJDMB.2011.039177},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/LanV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/CoricWV11,
author = {Vladimir Coric and
Zhuang Wang and
Slobodan Vucetic},
title = {Traffic speed forecasting by mixture of experts},
booktitle = {14th International {IEEE} Conference on Intelligent Transportation
Systems, {ITSC} 2011, Washington, DC, USA, October 5-7, 2011},
pages = {283--288},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ITSC.2011.6083118},
doi = {10.1109/ITSC.2011.6083118},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/CoricWV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangDCV11,
author = {Zhuang Wang and
Nemanja Djuric and
Koby Crammer and
Slobodan Vucetic},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Trading representability for scalability: adaptive multi-hyperplane
machine for nonlinear classification},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {24--32},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020420},
doi = {10.1145/2020408.2020420},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangDCV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MalbasaV11,
author = {Vuk Malbasa and
Slobodan Vucetic},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Spatially regularized logistic regression for disease mapping on large
moving populations},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1352--1360},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020609},
doi = {10.1145/2020408.2020609},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MalbasaV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrbovicV11,
author = {Mihajlo Grbovic and
Slobodan Vucetic},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Tracking Concept Change with Incremental Boosting by Minimization
of the Evolving Exponential Loss},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {516--532},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_43},
doi = {10.1007/978-3-642-23780-5\_43},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GrbovicV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LanSWV11,
author = {Liang Lan and
Haidong Shi and
Zhuang Wang and
Slobodan Vucetic},
editor = {Isabelle Guyon and
Gavin C. Cawley and
Gideon Dror and
Vincent Lemaire and
Alexander R. Statnikov},
title = {Active Learning Based on Parzen Window},
booktitle = {Active Learning and Experimental Design workshop, In conjunction with
{AISTATS} 2010, Sardinia, Italy, May 16, 2010},
series = {{JMLR} Proceedings},
volume = {16},
pages = {99--112},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v16/lan11a/lan11a.pdf},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LanSWV11.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}
}
@article{DBLP:journals/sadm/WangV10,
author = {Zhuang Wang and
Slobodan Vucetic},
title = {Online training on a budget of support vector machines using twin
prototypes},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {3},
pages = {149--169},
year = {2010},
url = {https://doi.org/10.1002/sam.10075},
doi = {10.1002/SAM.10075},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WangV10.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 = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/RadosavljevicVO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangCV10,
author = {Zhuang Wang and
Koby Crammer and
Slobodan Vucetic},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Multi-Class Pegasos on a Budget},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1143--1150},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/569.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangCV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangV10,
author = {Zhuang Wang and
Slobodan Vucetic},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Online Passive-Aggressive Algorithms on a Budget},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {908--915},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/wang10b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LanV09,
author = {Liang Lan and
Slobodan Vucetic},
title = {A Multi-task Feature Selection Filter for Microarray Classification},
booktitle = {2009 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2009, Washington, DC, USA, November 1-4, 2009, Proceedings},
pages = {160--165},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/BIBM.2009.79},
doi = {10.1109/BIBM.2009.79},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/LanV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/VuceticCW09,
author = {Slobodan Vucetic and
Vladimir Coric and
Zhuang Wang},
editor = {James A. Storer and
Michael W. Marcellin},
title = {Compressed Kernel Perceptrons},
booktitle = {2009 Data Compression Conference {(DCC} 2009), 16-18 March 2009, Snowbird,
UT, {USA}},
pages = {153--162},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/DCC.2009.75},
doi = {10.1109/DCC.2009.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/VuceticCW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/GrbovicV09,
author = {Mihajlo Grbovic and
Slobodan Vucetic},
editor = {James A. Storer and
Michael W. Marcellin},
title = {Decentralized Estimation Using Learning Vector Quantization},
booktitle = {2009 Data Compression Conference {(DCC} 2009), 16-18 March 2009, Snowbird,
UT, {USA}},
pages = {446},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/DCC.2009.77},
doi = {10.1109/DCC.2009.77},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/GrbovicV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangV09,
author = {Zhuang Wang and
Slobodan Vucetic},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Fast Online Training of Ramp Loss Support Vector Machines},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {569--577},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.53},
doi = {10.1109/ICDM.2009.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangV09.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/icdm/GrbovicV09,
author = {Mihajlo Grbovic and
Slobodan Vucetic},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Regression Learning Vector Quantization},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {788--793},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.145},
doi = {10.1109/ICDM.2009.145},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GrbovicV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GrbovicV09,
author = {Mihajlo Grbovic and
Slobodan Vucetic},
title = {Learning Vector Quantization with adaptive prototype addition and
removal},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {994--1001},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178710},
doi = {10.1109/IJCNN.2009.5178710},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GrbovicV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangV09,
author = {Zhuang Wang and
Slobodan Vucetic},
title = {Tighter Perceptron with improved dual use of cached data for model
representation and validation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3297--3302},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178978},
doi = {10.1109/IJCNN.2009.5178978},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangV09.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}
}
@inproceedings{DBLP:conf/sdm/WangV09,
author = {Zhuang Wang and
Slobodan Vucetic},
title = {Twin Vector Machines for Online Learning on a Budget},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {906--917},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.78},
doi = {10.1137/1.9781611972795.78},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangV09.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/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/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 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RadosavljevicVO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MalbasaV07,
author = {Vuk Malbasa and
Slobodan Vucetic},
title = {A Reservoir Sampling Algorithm with Adaptive Estimation of Conditional
Expectation},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2200--2204},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371299},
doi = {10.1109/IJCNN.2007.4371299},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MalbasaV07.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/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/dcc/Vucetic06,
author = {Slobodan Vucetic},
title = {A Fast Algorithm for Lossless Compression of Data Tables by Reordering},
booktitle = {2006 Data Compression Conference {(DCC} 2006), 28-30 March 2006, Snowbird,
UT, {USA}},
pages = {469},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/DCC.2006.1},
doi = {10.1109/DCC.2006.1},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/Vucetic06.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}
}
@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/dcc/Vucetic05,
author = {Slobodan Vucetic},
title = {Accuracy-Optimized Quantization for High-Dimensional Data Fusion},
booktitle = {2005 Data Compression Conference {(DCC} 2005), 29-31 March 2005, Snowbird,
UT, {USA}},
pages = {485},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/DCC.2005.10},
doi = {10.1109/DCC.2005.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/Vucetic05.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}
}
@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/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}
}
@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/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}
}
@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/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/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/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}
}
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