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Dimitrios Gunopulos

Δημήτριος Γουνόπουλος

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2020 – today

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2024
[j73]
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Georgios-Markos Chatziloizos, Dimitrios Gunopulos, Konstantinos Konstantinou:
Deep Learning for Stock Market Prediction Using Sentiment and Technical Analysis. SN Comput. Sci. 5(5): 446 (2024)
[j72]
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Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10(2): 10 (2024)
[c176]
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Aristotelis Peri, Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos:
Pricefair: On fair scheduling of heterogeneous resources. ICDEW 2024: 209-216
[c175]
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Kleopatra Markou, Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos:
A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density. ICDEW 2024: 254-261
[c174]
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Konstantinos Alexis, Stergios Christodoulidis, Dimitrios Gunopulos, Maria Vakalopoulou:
Diffusion Models for Nuclei Segmentation in Low Data Regimes. ISBI 2024: 1-5
[c173]
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Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki, Dimitrios Gunopulos:
TIMBER: On supporting data pipelines in Mobile Cloud Environments. MDM 2024: 93-102
[c172]
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Dimitrios Tomaras, Sebastian Buschjäger, Vana Kalogeraki, Katharina Morik, Dimitrios Gunopulos:
STRATA: Random Forests going Serverless. Middleware 2024: 22-35
[i15]
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  - journals/corr/abs-2404-13476
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Kleopatra Markou, Dimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos:
A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density. CoRR abs/2404.13476 (2024)
[i14]
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  - journals/corr/abs-2405-18921
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Ioannis Z. Emiris, Dimitris Fotakis, Giorgos Giannopoulos, Dimitrios Gunopulos, Loukas Kavouras, Kleopatra Markou, Eleni Psaroudaki, Dimitrios Rontogiannis, Dimitris Sacharidis, Nikolaos Theologitis, Dimitrios Tomaras, Konstantinos Tsopelas:
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability. CoRR abs/2405.18921 (2024)
[i13]
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  - journals/corr/abs-2410-18106
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Dimitrios Tomaras, Michail Tsenos, Vana Kalogeraki, Dimitrios Gunopulos:
TIMBER: On supporting data pipelines in Mobile Cloud Environments. CoRR abs/2410.18106 (2024)
2023
[j71]
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Breno Orzari, Nadezda Chernyavskaya, Raphael Cóbe, Javier M. Duarte, Jefferson F. Coelho, Dimitrios Gunopulos, Raghav Kansal, Maurizio Pierini, Thiago Tomei, Mary Touranakou:
LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows. Mach. Learn. Sci. Technol. 4(4): 45023 (2023)
[e10]
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Ambuj K. Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar, Fatma Ozcan, Jieping Ye:
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. ACM 2023 [contents]
[i12]
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  - journals/corr/abs-2301-05292
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Nikolaos Zygouras, Dimitrios Gunopulos:
A Novel Framework for Handling Sparse Data in Traffic Forecast. CoRR abs/2301.05292 (2023)
[i11]
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  - journals/corr/abs-2301-05293
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Nikolaos Zygouras, Nikolaos Panagiotou, Yang Li, Dimitrios Gunopulos, Leonidas J. Guibas:
HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments. CoRR abs/2301.05293 (2023)
[i10]
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  - journals/corr/abs-2307-05717
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Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023)
2022
[j70]
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Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos:
Low-Rank Methods in Event Detection With Subsampled Point-to-Subspace Proximity Tests. IEEE Access 10: 32525-32536 (2022)
[j69]
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Nikolaos Panagiotou, Antonia Saravanou, Dimitrios Gunopulos:
News Monitor: A Framework for Exploring News in Real-Time. Data 7(1): 3 (2022)
[j68]
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Mary Touranakou, Nadezda Chernyavskaya, Javier M. Duarte, Dimitrios Gunopulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant:
Particle-based fast jet simulation at the LHC with variational autoencoders. Mach. Learn. Sci. Technol. 3(3): 35003 (2022)
[c171]
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Nikolaos Zygouras, Dimitrios Gunopulos:
A novel framework for handling sparse data in traffic forecast. SIGSPATIAL/GIS 2022: 33:1-33:4
[d1]
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Mary Touranakou, Nadezda Chernyavskaya, Javier M. Duarte, Dimitrios Gunopulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant:
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders: generator-level and reconstruction-level jets dataset. Zenodo, 2022
[i9]
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  - journals/dagstuhl-reports/MokbelSXZAAAAAC22
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Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022)
2021
[j67]
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Antonia Saravanou, Clemens Noelke, Nicholas Huntington, Dolores Acevedo-Garcia, Dimitrios Gunopulos:
Predictive modeling of infant mortality. Data Min. Knowl. Discov. 35(4): 1785-1807 (2021)
[j66]
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Nikolaos Panagiotou, Cem Akkaya, Kostas Tsioutsiouliklis, Vana Kalogeraki, Dimitrios Gunopulos:
A General Framework for First Story Detection Utilizing Entities and Their Relations. IEEE Trans. Knowl. Data Eng. 33(11): 3482-3493 (2021)
[c170]
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Georgios-Markos Chatziloizos, Dimitrios Gunopulos, Konstantinos Konstantinou:
Forecasting Stock Market Trends using Deep Learning on Financial and Textual Data. DATA 2021: 105-114
[c169]
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Antonia Saravanou, Nikolaos Panagiotou, Dimitrios Gunopulos:
News Monitor: A Framework for Querying News in Real Time. ECIR (2) 2021: 543-548
[c168]
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  - conf/nips/KansalDSOTPTVG21
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Raghav Kansal, Javier M. Duarte, Hao Su, Breno Orzari, Thiago Tomei, Maurizio Pierini, Mary Touranakou, Jean-Roch Vlimant, Dimitrios Gunopulos:
Particle Cloud Generation with Message Passing Generative Adversarial Networks. NeurIPS 2021: 23858-23871

2010 – 2019

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2019
[j65]
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Yang Li, Dimitrios Gunopulos, Cewu Lu, Leonidas J. Guibas:
Personalized Travel Time Prediction Using a Small Number of Probe Vehicles. ACM Trans. Spatial Algorithms Syst. 5(1): 4:1-4:27 (2019)
[c167]
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Nikos Bikakis, Vana Kalogeraki, Dimitrios Gunopulos:
Attendance Maximization for Successful Social Event Planning. EDBT 2019: 121-132
[c166]
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Nikolaos Zygouras, Nikolaos Panagiotou, Yang Li, Dimitrios Gunopulos, Leonidas J. Guibas:
HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments. SIGSPATIAL/GIS 2019: 99-108
[e9]
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Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos:
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, October 22, 2018. CEUR Workshop Proceedings 2482, CEUR-WS.org 2019 [contents]
[i8]
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  - journals/corr/abs-1907-08968
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Antonia Saravanou, Clemens Noelke, Nicholas Huntington, Dolores Acevedo-Garcia, Dimitrios Gunopulos:
Infant Mortality Prediction using Birth Certificate Data. CoRR abs/1907.08968 (2019)
2018
[j64]
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Avigdor Gal, Dimitrios Gunopulos, Nikolaos Panagiotou, Nicolo Rivetti, Arik Senderovich, Nikolas Zygouras:
REMI: A framework of reusable elements for mining heterogeneous data with missing information - A Tale of Congestion in Two Smart Cities. J. Intell. Inf. Syst. 51(2): 367-388 (2018)
[j63]
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Pantelis Agathangelou, Ioannis Katakis, Ioannis Koutoulakis, Fotis Kokkoras, Dimitrios Gunopulos:
Learning patterns for discovering domain-oriented opinion words. Knowl. Inf. Syst. 55(1): 45-77 (2018)
[c165]
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Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos:
CIKM 2018 Co-Located Workshops Summary. CIKM 2018: 2309-2311
[c164]
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Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos:
CIKM 2018 Workshops: Preface. CIKM Workshops 2018
[c163]
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Nikos Bikakis, Vana Kalogeraki, Dimitrios Gunopulos:
Social Event Scheduling. ICDE 2018: 1272-1275
[c162]
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Antonia Saravanou, Ioannis Katakis, George Valkanas, Dimitrios Gunopulos:
Detection and Delineation of Events and Sub-Events in Social Networks. ICDE 2018: 1348-1351
[c161]
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Nikos Zacheilas, Stathis Maroulis, Thanasis Priovolos, Vana Kalogeraki, Dimitrios Gunopulos:
Dione: A Framework for Automatic Profiling and Tuning Big Data Applications. ICDE 2018: 1637-1640
[c160]
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Dimitrios Tomaras, Vana Kalogeraki, Thomas Liebig, Dimitrios Gunopulos:
Crowd-Based Ecofriendly Trip Planning. MDM 2018: 24-33
[c159]
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Nikolaos Zygouras, Dimitrios Gunopulos:
Corridor Learning Using Individual Trajectories. MDM 2018: 155-160
[c158]
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Dimitrios Tomaras, Vana Kalogeraki, Nikolas Zygouras, Nikolaos Panagiotou, Dimitrios Gunopulos:
Evaluating the Health State of Urban Areas Using Multi-source Heterogeneous Data. WOWMOM 2018: 14-22
[r13]
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Dimitrios Gunopulos:
Cluster and Distance Measure. Encyclopedia of Database Systems (2nd ed.) 2018
[r12]
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Dimitrios Gunopulos:
Clustering Overview and Applications. Encyclopedia of Database Systems (2nd ed.) 2018
[i7]
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Nikos Bikakis, Vana Kalogeraki, Dimitrios Gunopulos:
Social Event Scheduling. CoRR abs/1801.09973 (2018)
[i6]
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  - journals/corr/abs-1802-03649
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Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos:
Low-Rank Methods in Event Detection. CoRR abs/1802.03649 (2018)
[i5]
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  - journals/corr/abs-1811-11593
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Nikos Bikakis, Vana Kalogeraki, Dimitrios Gunopulos:
Attendance Maximization for Successful Social Event Planning. CoRR abs/1811.11593 (2018)
2017
[j62]
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Gennady L. Andrienko, Dimitrios Gunopulos, Yannis E. Ioannidis, Vana Kalogeraki, Ioannis Katakis, Katharina Morik, Olivier Verscheure:
Mining Urban Data (Part C). Inf. Syst. 64: 219-220 (2017)
[j61]
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Iouliana Litou, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Efficient and timely misinformation blocking under varying cost constraints. Online Soc. Networks Media 2: 19-31 (2017)
[j60]
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George Valkanas, Theodoros Lappas, Dimitrios Gunopulos:
Mining Competitors from Large Unstructured Datasets. IEEE Trans. Knowl. Data Eng. 29(9): 1971-1984 (2017)
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Antonia Saravanou, Ioannis Katakis, George Valkanas, Vana Kalogeraki, Dimitrios Gunopulos:
Revealing the Hidden Links in Content Networks: An Application to Event Discovery. CIKM 2017: 2283-2286
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Avigdor Gal, Nicolo Rivetti, Arik Senderovich, Dimitrios Gunopulos, Ioannis Katakis, Nikolaos Panagiotou, Vana Kalogeraki:
REMI, Reusable Elements for Multi-Level Information Availability: Demo. DEBS 2017: 323-326
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Yang Li, Dimitrios Gunopulos, Cewu Lu, Leonidas J. Guibas:
Urban Travel Time Prediction using a Small Number of GPS Floating Cars. SIGSPATIAL/GIS 2017: 3:1-3:10
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Dimitrios Tomaras, Vana Kalogeraki, Nikolas Zygouras, Dimitrios Gunopulos:
An efficient technique for event location identification using multiple sources of urban data. LocalRec@SIGSPATIAL 2017: 5:1-5:10
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Nikolaos Zygouras, Dimitrios Gunopulos:
Discovering Corridors From GPS Trajectories. SIGSPATIAL/GIS 2017: 61:1-61:4
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Iouliana Litou, Vana Kalogeraki, Dimitrios Gunopulos:
Influence Maximization in a Many Cascades World. ICDCS 2017: 911-921
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Pantelis Agathangelou, Ioannis Katakis, Lamprini Rori, Dimitrios Gunopulos, Barry Richards:
Understanding Online Political Networks: The Case of the Far-Right and Far-Left in Greece. SocInfo (1) 2017: 162-177
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Marios Hadjieleftheriou, George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos:
Indexing Spatiotemporal Archives. Encyclopedia of GIS 2017: 955-966
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George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos:
Mobile Object Indexing. Encyclopedia of GIS 2017: 1256-1266
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Song Lin, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos:
Top-k Retrieval Techniques in Distributed Sensor Systems. Encyclopedia of GIS 2017: 2258-2267
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George Kollios, Michail Vlachos, Dimitrios Gunopulos:
Trajectories, Discovering Similar. Encyclopedia of GIS 2017: 2302-2309
2016
[j59]
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Gennady L. Andrienko, Dimitrios Gunopulos, Yannis E. Ioannidis, Vana Kalogeraki, Ioannis Katakis, Katharina Morik, Olivier Verscheure:
Mining Urban Data (Part B). Inf. Syst. 57: 75-76 (2016)
[j58]
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Dimitrios Kotzias, Theodoros Lappas, Dimitrios Gunopulos:
Home is where your friends are: Utilizing the social graph to locate twitter users in a city. Inf. Syst. 57: 77-87 (2016)
[j57]
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Eleftherios Tiakas, George Valkanas, Apostolos N. Papadopoulos, Yannis Manolopoulos, Dimitrios Gunopulos:
Processing Top-k Dominating Queries in Metric Spaces. ACM Trans. Database Syst. 40(4): 23:1-23:38 (2016)
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Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos, Vana Kalogeraki, Elizabeth Daly, Jia Yuan Yu, Brendan O'Brien:
Mining hidden constrained streams in practice: Informed search in dynamic filter spaces. ASONAM 2016: 571-578
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Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos:
Detecting Events in Online Social Networks: Definitions, Trends and Challenges. Solving Large Scale Learning Tasks 2016: 42-84
[c148]
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Nikolaos Panagiotou, Cem Akkaya, Kostas Tsioutsiouliklis, Vana Kalogeraki, Dimitrios Gunopulos:
First Story Detection using Entities and Relations. COLING 2016: 3237-3244
[c147]
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Nikos Zacheilas, Nikolas Zygouras, Nikolaos Panagiotou, Vana Kalogeraki, Dimitrios Gunopulos:
Dynamic Load Balancing Techniques for Distributed Complex Event Processing Systems. DAIS 2016: 174-188
[c146]
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Yang Li, Yangyan Li, Dimitrios Gunopulos, Leonidas J. Guibas:
Knowledge-based trajectory completion from sparse GPS samples. SIGSPATIAL/GIS 2016: 33:1-33:10
[c145]
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Dimitrios Tomaras, Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos:
LOCAl: a personalized cache mechanism for location-based social networks. SIGSPATIAL/GIS 2016: 78:1-78:4
[c144]
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Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos:
State Detection Using Adaptive Human Sensor Sampling. HCOMP 2016: 2-11
[c143]
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Chen Chen, Cewu Lu, Qixing Huang, Qiang Yang, Dimitrios Gunopulos, Leonidas J. Guibas:
City-Scale Map Creation and Updating using GPS Collections. KDD 2016: 1465-1474
[c142]
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Iouliana Litou, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Real-Time and Cost-Effective Limitation of Misinformation Propagation. MDM 2016: 158-163
[c141]
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Iouliana Litou, Vana Kalogeraki, Dimitrios Gunopulos:
On Topic Aware Recommendation to Increase Popularity in Microblogging Services (Short Paper). OTM Conferences 2016: 673-681
[c140]
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Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko:
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) 2016: 22-26
[c139]
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Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien:
Intelligent Urban Data Monitoring for Smart Cities. ECML/PKDD (3) 2016: 177-192
2015
[j56]
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Dimitrios Kotsakos, Panos Sakkos, Ioannis Katakis, Dimitrios Gunopulos:
Language agnostic meme-filtering for hashtag-based social network analysis. Soc. Netw. Anal. Min. 5(1): 28:1-28:14 (2015)
[j55]
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Alexios Kotsifakos, Isak Karlsson, Panagiotis Papapetrou, Vassilis Athitsos, Dimitrios Gunopulos:
Embedding-based subsequence matching with gaps-range-tolerances: a Query-By-Humming application. VLDB J. 24(4): 519-536 (2015)
[c138]
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Nikos Zacheilas, Vana Kalogeraki, Nikolaos Zygouras, Nikolaos Panagiotou, Dimitrios Gunopulos:
Elastic complex event processing exploiting prediction. IEEE BigData 2015: 213-222
[c137]
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Nikolaos Zygouras, Nikos Zacheilas, Vana Kalogeraki, Dermot Kinane, Dimitrios Gunopulos:
Insights on a Scalable and Dynamic Traffic Management System. EDBT 2015: 653-664
[c136]
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Nikolaos Zygouras, Nikolaos Panagiotou, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Towards Detection of Faulty Traffic Sensors in Real-Time. MUD@ICML 2015: 53-62
[c135]
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Nikolaos Larios, Christos Mitatakis, Vana Kalogeraki, Dimitrios Gunopulos:
Evaluating Distance Measures for Trajectories in the Mobile Setting. MUD@ICML 2015: 97-105
[c134]
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Antonia Saravanou, George Valkanas, Dimitrios Gunopulos, Gennady L. Andrienko:
Twitter Floods when it Rains: A Case Study of the UK Floods in early 2014. WWW (Companion Volume) 2015: 1233-1238
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Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik, Gennady L. Andrienko, Shie Mannor:
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015. CEUR Workshop Proceedings 1392, CEUR-WS.org 2015 [contents]
[i4]
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Herald Kllapi, Panos Sakkos, Alex Delis, Dimitrios Gunopulos, Yannis E. Ioannidis:
Elastic Processing of Analytical Query Workloads on IaaS Clouds. CoRR abs/1501.01070 (2015)
[i3]
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Panos Sakkos, Dimitrios Kotsakos, Ioannis Katakis, Dimitrios Gunopulos:
Anima: Adaptive Personalized Software Keyboard. CoRR abs/1501.05696 (2015)
2014
[j54]
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Alfredo Cuzzocrea, Dimitrios Gunopulos:
A Decomposition Framework for Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data. Fundam. Informaticae 132(2): 239-266 (2014)
[j53]
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Adam Ji Dou, Song Lin, Vana Kalogeraki, Dimitrios Gunopulos:
Supporting historic queries in sensor networks with flash storage. Inf. Syst. 39: 217-232 (2014)
[c133]
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Dimitrios Kotsakos, Panos Sakkos, Ioannis Katakis, Dimitrios Gunopulos:
#tag: Meme or event? ASONAM 2014: 391-394
[c132]
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George Valkanas, Apostolos N. Papadopoulos, Dimitrios Gunopulos:
Skyline Ranking à la IR. EDBT/ICDT Workshops 2014: 182-187
[c131]
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Dimitrios Kotzias, Theodoros Lappas, Dimitrios Gunopulos:
Addressing the Sparsity of Location Information on Twitter. EDBT/ICDT Workshops 2014: 339-346
[c130]
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Alexander Artikis, Matthias Weidlich, François Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane:
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. EDBT 2014: 712-723
[c129]
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Dimitrios Gunopulos:
Exploiting Heterogeneous Data Sources: A Computing Paradigm for Live Web and Sustainability Applications. ICAA 2014: 29-36
[c128]
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Panos Sakkos, Dimitrios Kotsakos, Vana Kalogeraki, Dimitrios Gunopulos, Jaakko Hollmén:
Defining a mobile architecture for structural health monitoring. PETRA 2014: 64:1-64:4
[c127]
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François Schnitzler, Alexander Artikis, Matthias Weidlich, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, Dimitrios Gunopulos:
Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights. ECML/PKDD (3) 2014: 520-523
[c126]
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Alfredo Cuzzocrea, Dimitrios Gunopulos, Vincenzo Rodinò:
Tree-based Distance Clustering over Distributed Database Objects. SEBD 2014: 131-138
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Dimitrios Kotsakos, Theodoros Lappas, Dimitrios Kotzias, Dimitrios Gunopulos, Nattiya Kanhabua, Kjetil Nørvåg:
A burstiness-aware approach for document dating. SIGIR 2014: 1003-1006
[c124]
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Ixent Galpin, Alan B. Stokes, George Valkanas, Alasdair J. G. Gray, Norman W. Paton, Alvaro A. A. Fernandes, Kai-Uwe Sattler, Dimitrios Gunopulos:
SensorBench: benchmarking approaches to processing wireless sensor network data. SSDBM 2014: 21:1-21:12
[c123]
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George Valkanas, Ioannis Katakis, Dimitrios Gunopulos, Anthony Stefanidis:
Mining Twitter Data with Resource Constraints. WI-IAT (2) 2014: 157-164
[c122]
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George Valkanas, Dimitrios Gunopulos:
Predicting Download Directories for Web Resources. WIMS 2014: 8:1-8:12
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George Valkanas, Antonia Saravanou, Dimitrios Gunopulos:
A Faceted Crawler for the Twitter Service. WISE (2) 2014: 178-188
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Dimitrios Kotsakos, Dimitrios Gunopulos:
Time Series Data Classification. Data Classification: Algorithms and Applications 2014: 365-378
2013
[j52]
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George Valkanas, Dimitrios Gunopulos:
Event Detection from Social Media Data. IEEE Data Eng. Bull. 36(3): 51-58 (2013)
[j51]
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Georgios Chatzimilioudis, Alfredo Cuzzocrea, Dimitrios Gunopulos, Nikos Mamoulis:
A novel distributed framework for optimizing query routing trees in wireless sensor networks via optimal operator placement. J. Comput. Syst. Sci. 79(3): 349-368 (2013)
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Dimitrios Kotsakos, Panos Sakkos, Vana Kalogeraki, Dimitrios Gunopulos:
SmartMonitor: Using Smart Devices to Perform Structural Health Monitoring. Proc. VLDB Endow. 6(12): 1282-1285 (2013)
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Demetrios Zeinalipour-Yazti, Christos Laoudias, Constantinos Costa, Michail Vlachos, Maria I. Andreou, Dimitrios Gunopulos:
Crowdsourced Trace Similarity with Smartphones. IEEE Trans. Knowl. Data Eng. 25(6): 1240-1253 (2013)
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Alexander Artikis, Matthias Weidlich, Avigdor Gal, Vana Kalogeraki, Dimitrios Gunopulos:
Self-adaptive event recognition for intelligent transport management. IEEE BigData 2013: 319-325
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George Valkanas, Dimitrios Gunopulos:
How the live web feels about events. CIKM 2013: 639-648
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Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos:
Efficient event detection by exploiting crowds. DEBS 2013: 123-134
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George Valkanas, Apostolos N. Papadopoulos, Dimitrios Gunopulos:
SkyDiver: a framework for skyline diversification. EDBT 2013: 406-417
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George Valkanas, Dimitrios Gunopulos, Ioannis Boutsis, Vana Kalogeraki:
An architecture for detecting events in real-time using massive heterogeneous data sources. BigMine 2013: 103-109
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Dimitrios Gunopulos:
Analyzing Massive Streaming Heterogeneous Data: Towards a New Computing Model for Computational Sustainability. MEDI 2013: 147-148
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Dimitrios Kotsakos, Panos Sakkos, Vana Kalogeraki, Dimitrios Gunopulos:
Using smart mobile devices for monitoring in assistive environments. PETRA 2013: 68:1-68:4
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Theodoros Lappas, Marcos R. Vieira, Dimitrios Gunopulos, Vassilis J. Tsotras:
STEM: a spatio-temporal miner for bursty activity. SIGMOD Conference 2013: 1021-1024
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George Valkanas, Dimitrios Gunopulos:
A UI Prototype for Emotion-Based Event Detection in the Live Web. CHI-KDD 2013: 89-100
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Dimitrios Kotsakos, Goce Trajcevski, Dimitrios Gunopulos, Charu C. Aggarwal:
Time-Series Data Clustering. Data Clustering: Algorithms and Applications 2013: 357-380
2012
[j48]
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Dimitrios Gunopulos, Donato Malerba, Michalis Vazirgiannis:
Guest Editors' Introduction: special issue of selected papers from ECML PKDD 2011. Data Min. Knowl. Discov. 25(2): 169-172 (2012)
[j47]
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Dimitrios Gunopulos, Donato Malerba, Michalis Vazirgiannis:
Guest editors' introduction: special issue of selected papers from ECML PKDD 2011. Mach. Learn. 89(1-2): 1-3 (2012)
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Theodoros Lappas, Marcos R. Vieira, Dimitrios Gunopulos, Vassilis J. Tsotras:
On The Spatiotemporal Burstiness of Terms. Proc. VLDB Endow. 5(9): 836-847 (2012)
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Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos, George Kollios:
Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System. Proc. VLDB Endow. 5(12): 1930-1933 (2012)
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Dimitrios Gunopulos, Goce Trajcevski:
Similarity in (spatial, temporal and) spatio-temporal datasets. EDBT 2012: 554-557
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George Valkanas, Dimitrios Gunopulos:
Location Extraction from Social Networks with Commodity Software and Online Data. ICDM Workshops 2012: 827-834
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Theodoros Lappas, George Valkanas, Dimitrios Gunopulos:
Efficient and domain-invariant competitor mining. KDD 2012: 408-416
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Theofilos Kakantousis, Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos, Giorgos Gasparis, Adam Ji Dou:
Misco: A System for Data Analysis Applications on Networks of Smartphones Using MapReduce. MDM 2012: 356-359
[c107]
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Dimitrios Gunopulos, Vana Kalogeraki:
New Subspace Clustering Problems in the Smartphone Era. MultiClust@SDM 2012: 19-22
[c106]
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Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos:
A survey of query-by-humming similarity methods. PETRA 2012: 5
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Panagiotis Papapetrou, Tatiana Chistiakova, Jaakko Hollmén, Vana Kalogeraki, Dimitrios Gunopulos:
Finding representative objects using link analysis ranking. PETRA 2012: 6
[i2]
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Theodoros Lappas, Marcos R. Vieira, Dimitrios Gunopulos, Vassilis J. Tsotras:
On The Spatiotemporal Burstiness of Terms. CoRR abs/1205.6695 (2012)
2011
[j44]
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Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos:
A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application. Proc. VLDB Endow. 4(11): 761-771 (2011)
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Panagiotis Papapetrou, Vassilis Athitsos, Michalis Potamias, George Kollios, Dimitrios Gunopulos:
Embedding-based subsequence matching in time-series databases. ACM Trans. Database Syst. 36(3): 17:1-17:39 (2011)
[c104]
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Adam Ji Dou, Vana Kalogeraki, Dimitrios Gunopulos, Taneli Mielikäinen, Ville H. Tuulos:
Scheduling for real-time mobile MapReduce systems. DEBS 2011: 347-358
[c103]
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Constantinos Costa, Christos Laoudias, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos:
SmartTrace: Finding similar trajectories in smartphone networks without disclosing the traces. ICDE 2011: 1288-1291
[c102]
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Demetrios Zeinalipour-Yazti, Christos Laoudias, Maria I. Andreou, Dimitrios Gunopulos:
Disclosure-Free GPS Trace Search in Smartphone Networks. Mobile Data Management (1) 2011: 78-87
[c101]
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George Valkanas, Alexios Kotsifakos, Dimitrios Gunopulos, Ixent Galpin, Alasdair J. G. Gray, Alvaro A. A. Fernandes, Norman W. Paton:
Deploying In-Network Data Analysis Techniques in Sensor Networks. Mobile Data Management (1) 2011: 341-344
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George Valkanas, Dimitrios Gunopulos, Ixent Galpin, Alasdair J. G. Gray, Alvaro A. A. Fernandes:
Extending query languages for in-network query processing. MobiDE 2011: 34-41
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Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos:
Model-based search in large time series databases. PETRA 2011: 36
[c98]
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Adam Ji Dou, Vana Kalogeraki, Dimitrios Gunopulos, Taneli Mielikäinen, Ville H. Tuulos, Sean Foley, Curtis Yu:
Data Clustering on a Network of Mobile Smartphones. SAINT 2011: 118-127
[c97]
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Alfredo Cuzzocrea, Dimitrios Gunopulos, Saverio Manti:
Computing Multidimensional OLAP Data Cubes over Probabilistic Relational Data: A Decomposition Approach. SEBD 2011: 76-
[c96]
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George Valkanas, Alexandros Ntoulas, Dimitrios Gunopulos:
Rank-Aware Crawling of Hidden Web sites. WebDB 2011
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Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I. Lecture Notes in Computer Science 6911, Springer 2011, ISBN 978-3-642-23779-9 [contents]
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Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6912, Springer 2011, ISBN 978-3-642-23782-9 [contents]
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Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part III. Lecture Notes in Computer Science 6913, Springer 2011, ISBN 978-3-642-23807-9 [contents]
2010
[j42]
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Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Vagelis Hristidis, Nick Koudas:
An Access Cost-Aware Approach for Object Retrieval over Multiple Sources. Proc. VLDB Endow. 3(1): 1125-1136 (2010)
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Alfredo Cuzzocrea, Dimitrios Gunopulos:
Efficiently Computing and Querying Multidimensional OLAP Data Cubes over Probabilistic Relational Data. ADBIS 2010: 132-148
[c94]
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Georgios Chatzimilioudis, Alfredo Cuzzocrea, Dimitrios Gunopulos:
Optimizing Query Routing Trees in Wireless Sensor Networks. ICTAI (2) 2010: 315-322
[c93]
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Theodoros Lappas, Evimaria Terzi, Dimitrios Gunopulos, Heikki Mannila:
Finding effectors in social networks. KDD 2010: 1059-1068
[c92]
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Georgios Chatzimilioudis, Nikos Mamoulis, Dimitrios Gunopulos:
A Distributed Technique for Dynamic Operator Placement in Wireless Sensor Networks. Mobile Data Management 2010: 167-176
[c91]
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Georgios Chatzimilioudis, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos:
Minimum-hot-spot query trees for wireless sensor networks. MobiDE 2010: 33-40
[c90]
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Adam Ji Dou, Vana Kalogeraki, Dimitrios Gunopulos, Taneli Mielikäinen, Ville H. Tuulos:
Misco: a MapReduce framework for mobile systems. PETRA 2010
[c89]
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Theodoros Lappas, Dimitrios Gunopulos:
Efficient Confident Search in Large Review Corpora. ECML/PKDD (2) 2010: 195-210
[c88]
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Theodoros Lappas, Dimitrios Gunopulos:
Interactive recommendations in social endorsement networks. RecSys 2010: 127-134
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Chotirat Ann Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das:
Mining Time Series Data. Data Mining and Knowledge Discovery Handbook 2010: 1049-1077
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Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu:
ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4256-0 [contents]
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Wei Fan, Wynne Hsu, Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu:
ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4257-7 [contents]

2000 – 2009

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2009
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Demetrios Zeinalipour-Yazti, Zografoula Vagena, Vana Kalogeraki, Dimitrios Gunopulos, Vassilis J. Tsotras, Michail Vlachos, Nick Koudas, Divesh Srivastava:
Finding the K highest-ranked answers in a distributed network. Comput. Networks 53(9): 1431-1449 (2009)
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Panagiotis Papapetrou, George Kollios, Stan Sclaroff, Dimitrios Gunopulos:
Mining frequent arrangements of temporal intervals. Knowl. Inf. Syst. 21(2): 133-171 (2009)
[j39]
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Panagiotis Papapetrou, Vassilis Athitsos, George Kollios, Dimitrios Gunopulos:
Reference-Based Alignment in Large Sequence Databases. Proc. VLDB Endow. 2(1): 205-216 (2009)
[j38]
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Heikki Mannila, Dimitrios Gunopulos:
ACM TKDD special issue ACM SIGKDD 2007 and ACM SIGKDD 2008. ACM Trans. Knowl. Discov. Data 3(4): 15:1-15:2 (2009)
[j37]
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Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Nick Koudas:
Anytime measures for top-k algorithms on exact and fuzzy data sets. VLDB J. 18(2): 407-427 (2009)
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Theodoros Lappas, Benjamin Arai, Manolis Platakis, Dimitrios Kotsakos, Dimitrios Gunopulos:
On burstiness-aware search for document sequences. KDD 2009: 477-486
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Georgios Chatzimilioudis, Huseyin Hakkoymaz, Nikos Mamoulis, Dimitrios Gunopulos:
Operator Placement for Snapshot Multi-predicate Queries in Wireless Sensor Networks. Mobile Data Management 2009: 21-30
[c85]
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Huseyin Hakkoymaz, Georgios Chatzimilioudis, Dimitrios Gunopulos, Heikki Mannila:
Applying Electromagnetic Field Theory Concepts to Clustering with Constraints. ECML/PKDD (1) 2009: 485-500
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Manolis Platakis, Dimitrios Kotsakos, Dimitrios Gunopulos:
Searching for events in the blogosphere. WWW 2009: 1225-1226
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Carlotta Domeniconi, Dimitrios Gunopulos:
Locally Adaptive Techniques for Pattern Classification. Encyclopedia of Data Warehousing and Mining 2009: 1170-1175
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Dimitrios Gunopulos:
Cluster and Distance Measure. Encyclopedia of Database Systems 2009: 374-375
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Dimitrios Gunopulos:
Clustering Overview and Applications. Encyclopedia of Database Systems 2009: 383-387
2008
[j36]
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Maria Halkidi, Dimitrios Gunopulos, Michalis Vazirgiannis, Nitin Kumar, Carlotta Domeniconi:
A clustering framework based on subjective and objective validity criteria. ACM Trans. Knowl. Discov. Data 1(4): 4:1-4:25 (2008)
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Themis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos:
Streaming Time Series Summarization Using User-Defined Amnesic Functions. IEEE Trans. Knowl. Data Eng. 20(7): 992-1006 (2008)
[j34]
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Donghui Zhang, Alexander Markowetz, Vassilis J. Tsotras, Dimitrios Gunopulos, Bernhard Seeger:
On computing temporal aggregates with range predicates. ACM Trans. Database Syst. 33(2): 12:1-12:39 (2008)
[c83]
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Song Lin, Benjamin Arai, Dimitrios Gunopulos, Gautam Das:
Region Sampling: Continuous Adaptive Sampling on Sensor Networks. ICDE 2008: 794-803
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Vana Kalogeraki, Dimitrios Gunopulos, Ravi S. Sandhu, Bhavani Thuraisingham:
QoS Aware Dependable Distributed Stream Processing. ISORC 2008: 69-75
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Vassilis Athitsos, Panagiotis Papapetrou, Michalis Potamias, George Kollios, Dimitrios Gunopulos:
Approximate embedding-based subsequence matching of time series. SIGMOD Conference 2008: 365-378
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Marios Hadjieleftheriou, George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos:
Indexing Spatio-temporal Archives. Encyclopedia of GIS 2008: 530-538
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George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos:
Mobile Object Indexing. Encyclopedia of GIS 2008: 662-670
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Song Lin, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos:
Top-k Retrieval Techniques in Distributed Sensor Systems. Encyclopedia of GIS 2008: 1161-1168
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George Kollios, Michail Vlachos, Dimitrios Gunopulos:
Trajectories, Discovering Similar. Encyclopedia of GIS 2008: 1168-1173
2007
[j33]
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Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos:
Locally adaptive metrics for clustering high dimensional data. Data Min. Knowl. Discov. 14(1): 63-97 (2007)
[j32]
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Sharmila Subramaniam, Vana Kalogeraki, Dimitrios Gunopulos, Fabio Casati, Malú Castellanos, Umeshwar Dayal, Mehmet Sayal:
Improving process models by discovering decision points. Inf. Syst. 32(7): 1037-1055 (2007)
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Vana Kalogeraki, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos, Alex Delis:
Distributed middleware architectures for scalable media services. J. Netw. Comput. Appl. 30(1): 209-243 (2007)
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Roberto J. Bayardo, Kristin P. Bennett, Gautam Das, Dimitrios Gunopulos, Johannes Gunopulos:
Introduction to special issue ACM SIGKDD 2006. ACM Trans. Knowl. Discov. Data 1(3): 9 (2007)
[j29]
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Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Vana Kalogeraki:
Efficient Approximate Query Processing in Peer-to-Peer Networks. IEEE Trans. Knowl. Data Eng. 19(7): 919-933 (2007)
[j28]
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Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos:
pFusion: A P2P Architecture for Internet-Scale Content-Based Search and Retrieval. IEEE Trans. Parallel Distributed Syst. 18(6): 804-817 (2007)
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Dhiman Barman, Flip Korn, Divesh Srivastava, Dimitrios Gunopulos, Neal E. Young, Deepak Agarwal:
Parsimonious Explanations of Change in Hierarchical Data. ICDE 2007: 1273-1275
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Benjamin Arai, Song Lin, Dimitrios Gunopulos:
Efficient Data Sampling in Heterogeneous Peer-to-Peer Networks. ICDM 2007: 23-32
[c78]
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Deepak Agarwal, Dhiman Barman, Dimitrios Gunopulos, Neal E. Young, Flip Korn, Divesh Srivastava:
Efficient and effective explanation of change in hierarchical summaries. KDD 2007: 6-15
[c77]
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Themis Palpanas, Vana Kalogeraki, Dimitrios Gunopulos:
Online Distribution Estimation for Streaming Data: Framework and Applications. SEBD 2007: 430-438
[c76]
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Song Lin, Benjamin Arai, Dimitrios Gunopulos:
Reliable Hierarchical Data Storage in Sensor Networks. SSDBM 2007: 26
[c75]
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Gautam Das, Dimitrios Gunopulos, Nick Koudas, Nikos Sarkas:
Ad-hoc Top-k Query Answering for Data Streams. VLDB 2007: 183-194
[c74]
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Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Nick Koudas:
Anytime Measures for Top-k Algorithms. VLDB 2007: 914-925
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Sharmila Subramaniam, Dimitrios Gunopulos:
A Survey of Stream Processing Problems and Techniques in Sensor Networks. Data Streams - Models and Algorithms 2007: 333-352
2006
[j27]
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Song Lin, Vana Kalogeraki, Dimitrios Gunopulos, Stefano Lonardi:
Efficient information compression in sensor networks. Int. J. Sens. Networks 1(3/4): 229-240 (2006)
[j26]
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Maria Halkidi, Dimitris Papadopoulos, Vana Kalogeraki, Dimitrios Gunopulos:
Resilient and energy efficient tracking in sensor networks. Int. J. Wirel. Mob. Comput. 1(2): 87-100 (2006)
[j25]
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Song Lin, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, Walid A. Najjar:
Efficient indexing data structures for flash-based sensor devices. ACM Trans. Storage 2(4): 468-503 (2006)
[j24]
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Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh:
Indexing Multidimensional Time-Series. VLDB J. 15(1): 1-20 (2006)
[j23]
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Marios Hadjieleftheriou, George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos:
Indexing spatiotemporal archives. VLDB J. 15(2): 143-164 (2006)
[c73]
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Demetrios Zeinalipour-Yazti, Song Lin, Dimitrios Gunopulos:
Distributed spatio-temporal similarity search. CIKM 2006: 14-23
[c72]
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Peggy Agouris, Dimitrios Gunopulos, Vana Kalogeraki, Anthony Stefanidis:
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks. GSN 2006: 86-108
[c71]
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Song Lin, Vana Kalogeraki, Dimitrios Gunopulos, Stefano Lonardi:
Online Information Compression in Sensor Networks. ICC 2006: 3371-3376
[c70]
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Benjamin Arai, Gautam Das, Dimitrios Gunopulos, Vana Kalogeraki:
Approximating Aggregation Queries in Peer-to-Peer Networks. ICDE 2006: 42
[c69]
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Sharmila Subramaniam, Vana Kalogeraki, Dimitrios Gunopulos:
Business Processes: Behavior Prediction and Capturing Reasons for Evolution. ICEIS (3) 2006: 3-10
[c68]
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Maria Halkidi, Vana Kalogeraki, Dimitrios Gunopulos, Dimitris Papadopoulos, Demetrios Zeinalipour-Yazti, Michail Vlachos:
Efficient Online State Tracking Using Sensor Networks. MDM 2006: 24
[c67]
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Sharmila Subramaniam, Themis Palpanas, Dimitris Papadopoulos, Vana Kalogeraki, Dimitrios Gunopulos:
Online Outlier Detection in Sensor Data Using Non-Parametric Models. VLDB 2006: 187-198
[c66]
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Gautam Das, Dimitrios Gunopulos, Nick Koudas, Dimitris Tsirogiannis:
Answering Top-k Queries Using Views. VLDB 2006: 451-462
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Tina Eliassi-Rad, Lyle H. Ungar, Mark Craven, Dimitrios Gunopulos:
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006. ACM 2006, ISBN 1-59593-339-5 [contents]
2005
[j22]
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Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan:
Automatic Subspace Clustering of High Dimensional Data. Data Min. Knowl. Discov. 11(1): 5-33 (2005)
[j21]
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Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos:
Exploiting locality for scalable information retrieval in peer-to-peer networks. Inf. Syst. 30(4): 277-298 (2005)
[j20]
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Michail Vlachos, George Kollios, Dimitrios Gunopulos:
Elastic Translation Invariant Matching of Trajectories. Mach. Learn. 58(2-3): 301-334 (2005)
[j19]
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Kenneth A. Ross, Rada Chirkova, Dimitrios Gunopulos, Rachel Pottinger, Jun Yang, Jingren Zhou:
Reminiscences on influential papers. SIGMOD Rec. 34(1): 74-76 (2005)
[j18]
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Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng:
Large margin nearest neighbor classifiers. IEEE Trans. Neural Networks 16(4): 899-909 (2005)
[j17]
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Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi:
Selectivity estimators for multidimensional range queries over real attributes. VLDB J. 14(2): 137-154 (2005)
[j16]
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George Kollios, Dimitris Papadopoulos, Dimitrios Gunopulos, Vassilis J. Tsotras:
Indexing mobile objects using dual transformations. VLDB J. 14(2): 238-256 (2005)
[c65]
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Song Lin, Dimitrios Gunopulos, Stefano Lonardi, Vana Kalogeraki:
Applying LVQ Techniques to Compress Historical Information in Sensor Networks. DCC 2005: 468
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Nitin Kumar, Dimitrios Gunopulos, Vana Kalogeraki:
Sensor Network Coverage Restoration. DCOSS 2005: 409-409
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Demetrios Zeinalipour-Yazti, Zografoula Vagena, Dimitrios Gunopulos, Vana Kalogeraki, Vassilis J. Tsotras, Michail Vlachos, Nick Koudas, Divesh Srivastava:
The threshold join algorithm for top-k queries in distributed sensor networks. DMSN 2005: 61-66
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Demetrios Zeinalipour-Yazti, Song Lin, Vana Kalogeraki, Dimitrios Gunopulos, Walid A. Najjar:
MicroHash: An Efficient Index Structure for Flash-Based Sensor Devices. FAST 2005
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Amir Soheili, Vana Kalogeraki, Dimitrios Gunopulos:
Spatial queries in sensor networks. GIS 2005: 61-70
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Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, Walid A. Najjar:
Data Acquisition in Sensor Networks with Large Memories. ICDE Workshops 2005: 1188
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Panagiotis Papapetrou, George Kollios, Stan Sclaroff, Dimitrios Gunopulos:
Discovering Frequent Arrangements of Temporal Intervals. ICDM 2005: 354-361
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Maria Halkidi, Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, Carlotta Domeniconi:
A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria. ICDM 2005: 637-640
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Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Jian-Wei Liu, Shou-Jian Yu, Jia-Jin Le:
A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams. PAKDD 2005: 333-342
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Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, Anirban Mitra, Anirban Banerjee, Walid A. Najjar:
Towards In-Situ Data Storage in Sensor Databases. Panhellenic Conference on Informatics 2005: 36-46
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Anirban Banerjee, Abhishek Mitra, Walid A. Najjar, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos:
RISE - Co-S : high performance sensor storage and Co-processing architecture. SECON 2005: 1-12
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Song Lin, Dimitrios Gunopulos, Vana Kalogeraki, Stefano Lonardi:
A Data Compression Technique for Sensor Networks with Dynamic Bandwidth Allocation. TIME 2005: 186-188
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Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Dimitrios Gunopulos:
Indexing Multi-Dimensional Trajectories for Similarity Queries. Spatial Databases 2005: 107-128
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Chotirat (Ann) Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das:
Mining Time Series Data. The Data Mining and Knowledge Discovery Handbook 2005: 1069-1103
2004
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Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos:
Information retrieval techniques for peer-to-peer networks. Comput. Sci. Eng. 6(4): 20-26 (2004)
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Carlotta Domeniconi, Dimitrios Gunopulos:
An Efficient Density-based Approach for Data Mining Tasks. Knowl. Inf. Syst. 6(6): 750-770 (2004)
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Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos:
On Constructing Internet-Scale P2P Information Retrieval Systems. DBISP2P 2004: 136-150
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Peggy Agouris, Anthony Stefanidis, Kate Beard, Mark Gahegan, Vassilis J. Tsotras, Dimitrios Gunopulos:
Knowledge Management Over Time-Varying Geospatial Datasets. DG.O 2004
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Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos:
Iterative Incremental Clustering of Time Series. EDBT 2004: 106-122
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Themistoklis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Wagner Truppel:
Online Amnesic Approximation of Streaming Time Series. ICDE 2004: 339-349
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Michail Vlachos, Dimitrios Gunopulos, Gautam Das:
Rotation invariant distance measures for trajectories. KDD 2004: 707-712
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Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma:
Subspace Clustering of High Dimensional Data. SDM 2004: 517-521
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Michail Vlachos, Christopher Meek, Zografoula Vagena, Dimitrios Gunopulos:
Identifying Similarities, Periodicities and Bursts for Online Search Queries. SIGMOD Conference 2004: 131-142
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Eamonn J. Keogh, Themis Palpanas, Victor B. Zordan, Dimitrios Gunopulos, Marc Cardle:
Indexing Large Human-Motion Databases. VLDB 2004: 780-791
2003
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Michalis Vazirgiannis, Maria Halkidi, Dimitrios Gunopulos:
Uncertainty Handling and Quality Assessment in Data Mining. Advanced Information and Knowledge Processing, Springer 2003, ISBN 978-1-4471-1119-1, pp. 1-226
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Chotirat (Ann) Ratanamahatana, Dimitrios Gunopulos:
Feature Selection for the Naive Bayesian Classifier Using Decision Trees. Appl. Artif. Intell. 17(5-6): 475-487 (2003)
[j12]
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Donghui Zhang, Dimitrios Gunopulos, Vassilis J. Tsotras, Bernhard Seeger:
Temporal and spatio-temporal aggregations over data streams using multiple time granularities. Inf. Syst. 28(1-2): 61-84 (2003)
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Themistoklis Palpanas, Dimitris Papadopoulos, Vana Kalogeraki, Dimitrios Gunopulos:
Distributed deviation detection in sensor networks. SIGMOD Rec. 32(4): 77-82 (2003)
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George Kollios, Dimitrios Gunopulos, Nick Koudas, Stefan Berchtold:
Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets. IEEE Trans. Knowl. Data Eng. 15(5): 1170-1187 (2003)
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Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja, Hannu Toivonen, Ram Sewak Sharm:
Discovering all most specific sentences. ACM Trans. Database Syst. 28(2): 140-174 (2003)
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Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma:
Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003: 35-41
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Vana Kalogeraki, Alex Delis, Dimitrios Gunopulos:
Peer-to-Peer Architectures for Scalable, Efficient and Reliable Media Services. IPDPS 2003: 29
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Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh:
Indexing multi-dimensional time-series with support for multiple distance measures. KDD 2003: 216-225
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Sudipto Guha, Dimitrios Gunopulos, Nick Koudas:
Correlating synchronous and asynchronous data streams. KDD 2003: 529-534
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Marios Hadjieleftheriou, George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras:
On-Line Discovery of Dense Areas in Spatio-temporal Databases. SSTD 2003: 306-324
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Sudipto Guha, Dimitrios Gunopulos, Nick Koudas, Divesh Srivastava, Michail Vlachos:
Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints. VLDB 2003: 778-789
2002
[j8]
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Dimitris Papadopoulos, George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras:
Indexing Mobile Objects Using Duality Transforms. IEEE Data Eng. Bull. 25(2): 18-24 (2002)
[j7]
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Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos:
Locally Adaptive Metric Nearest-Neighbor Classification. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1281-1285 (2002)
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Vana Kalogeraki, Alex Delis, Dimitrios Gunopulos:
Handling Multimedia Objects in Peer-to-Peer Networks. CCGRID 2002: 438-439
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Vana Kalogeraki, Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti:
A local search mechanism for peer-to-peer networks. CIKM 2002: 300-307
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Dimitris Papadopoulos, George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras:
Indexing Mobile Objects on the Plane. DEXA Workshops 2002: 693-697
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Michail Vlachos, Dimitrios Gunopulos, George Kollios:
Robust Similarity Measures for Mobile Object Trajectories. DEXA Workshops 2002: 721-728
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Marios Hadjieleftheriou, George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos:
Efficient Indexing of Spatiotemporal Objects. EDBT 2002: 251-268
[c34]
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Donghui Zhang, Dimitrios Gunopulos, Vassilis J. Tsotras, Bernhard Seeger:
Temporal Aggregation over Data Streams Using Multiple Granularities. EDBT 2002: 646-663
[c33]
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Michail Vlachos, Dimitrios Gunopulos, George Kollios:
Discovering Similar Multidimensional Trajectories. ICDE 2002: 673-684
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Huiwen Wu, Dimitrios Gunopulos:
Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification. ICDM 2002: 713-716
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Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas:
Non-linear dimensionality reduction techniques for classification and visualization. KDD 2002: 645-651
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Donghui Zhang, Vassilis J. Tsotras, Dimitrios Gunopulos:
Efficient Aggregation over Objects with Extent. PODS 2002: 121-132
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Carlotta Domeniconi, Dimitrios Gunopulos:
Efficient Local Flexible Nearest Neighbor Classification. SDM 2002: 353-369
2001
[j6]
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Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila:
Time-Series Similarity Problems and Well-Separated Geometric Sets. Nord. J. Comput. 8(4): 409-423 (2001)
[j5]
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Dimitrios Gunopulos, Nick Koudas:
DIMACS Summer School Tutorial on New Frontiers in Data Mining. SIGMOD Rec. 30(4): 94-96 (2001)
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George Kollios, Vassilis J. Tsotras, Dimitrios Gunopulos, Alex Delis, Marios Hadjieleftheriou:
Indexing Animated Objects Using Spatiotemporal Access Methods. IEEE Trans. Knowl. Data Eng. 13(5): 758-777 (2001)
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George Kollios, Dimitrios Gunopulos, Nick Koudas, Stefan Berchtold:
An Efficient Approximation Scheme for Data Mining Tasks. ICDE 2001: 453-462
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Carlotta Domeniconi, Dimitrios Gunopulos:
Incremental Support Vector Machine Construction. ICDM 2001: 589-592
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Carlotta Domeniconi, Dimitrios Gunopulos:
An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets. ICML 2001: 98-105
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Carlotta Domeniconi, Dimitrios Gunopulos:
Adaptive Nearest Neighbor Classification Using Support Vector Machines. NIPS 2001: 665-672
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Donghui Zhang, Alexander Markowetz, Vassilis J. Tsotras, Dimitrios Gunopulos, Bernhard Seeger:
Efficient Computation of Temporal Aggregates with Range Predicates. PODS 2001
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Aristides Gionis, Dimitrios Gunopulos, Nick Koudas:
Efficient and Tunable Similar Set Retrieval. SIGMOD Conference 2001: 247-258
[c22]
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Dimitrios Gunopulos, Gautam Das:
Time Series Similarity Measures and Time Series Indexing. SIGMOD Conference 2001: 624
[c21]
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Ilias Tsoukatos, Dimitrios Gunopulos:
Efficient Mining of Spatiotemporal Patterns. SSTD 2001: 425-442
2000
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Roberto J. Bayardo Jr., Rakesh Agrawal, Dimitrios Gunopulos:
Constraint-Based Rule Mining in Large, Dense Databases. Data Min. Knowl. Discov. 4(2/3): 217-240 (2000)
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Dimitrios Gunopulos, Rajeev Rastogi:
Workshop Report: 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery. SIGKDD Explor. 2(1): 83-84 (2000)
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Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng:
Adaptive Metric nearest Neighbor Classification. CVPR 2000: 1517-1522
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Dimitrios Gunopulos, Gautam Das:
Time series similarity measures (tutorial PM-2). KDD Tutorial Notes 2000: 243-307
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Paul B. Chou, Edna Grossman, Dimitrios Gunopulos, Pasumarti Kamesam:
Identifying prospective customers. KDD 2000: 447-456
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Carlotta Domeniconi, Jing Peng, Dimitrios Gunopulos:
An Adaptive Metric Machine for Pattern Classification. NIPS 2000: 458-464
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Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi:
Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes. SIGMOD Conference 2000: 463-474
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Dimitrios Gunopulos, Rajeev Rastogi:
2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Dallas, Texas, USA, May 14, 2000. 2000 [contents]

1990 – 1999

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1999
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Roberto J. Bayardo Jr., Rakesh Agrawal, Dimitrios Gunopulos:
Constraint-Based Rule Mining in Large, Dense Databases. ICDE 1999: 188-197
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George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras:
Indexing Animated Objects. Multimedia Information Systems 1999: 28-33
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George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras:
On Indexing Mobile Objects. PODS 1999: 261-272
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George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras:
Nearest Neighbor Queries in a Mobile Environment. Spatio-Temporal Database Management 1999: 119-134
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Marios D. Dikaiakos, Dimitrios Gunopulos:
FIGI: The Architecture of an Internet-Based Financial Information Gathering Infrastructure. WECWIS 1999: 91-94
1998
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Rakesh Agrawal, Dimitrios Gunopulos, Frank Leymann:
Mining Process Models from Workflow Logs. EDBT 1998: 469-483
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Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan:
Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications. SIGMOD Conference 1998: 94-105
1997
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Béla Bollobás, Gautam Das, Dimitrios Gunopulos, Heikki Mannila:
Time-Series Similarity Problems and Well-Separated Geometric Sets. SCG 1997: 454-456
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Gautam Das, Rudolf Fleischer, Leszek Gasieniec, Dimitrios Gunopulos, Juha Kärkkäinen:
Episode Matching. CPM 1997: 12-27
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Dimitrios Gunopulos, Heikki Mannila, Sanjeev Saluja:
Discovering All Most Specific Sentences by Randomized Algorithms. ICDT 1997: 215-229
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Gautam Das, Dimitrios Gunopulos, Heikki Mannila:
Finding Similar Time Series. PKDD 1997: 88-100
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Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen:
Data mining, Hypergraph Transversals, and Machine Learning. PODS 1997: 209-216
1996
[j1]
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David P. Dobkin, Dimitrios Gunopulos, Wolfgang Maass:
Computing the Maximum Bichromatic Discrepancy with Applications to Computer Graphics and Machine Learning. J. Comput. Syst. Sci. 52(3): 453-470 (1996)
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David P. Dobkin, Dimitrios Gunopulos:
Geometric Problems in Machine Learning. WACG 1996: 121-132
1995
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David P. Dobkin, Dimitrios Gunopulos:
Concept Learning with Geometric Hypotheses. COLT 1995: 329-336
1994
[c1]
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David P. Dobkin, Dimitrios Gunopulos:
Computing the Rectangle Discrepancy. SCG 1994: 385-386
[i1]
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David P. Dobkin, Dimitrios Gunopulos, Wolfgang Maass:
Computing the Maximum Bichromatic Discrepancy, with applications to Computer Graphics and Machine Learning. Electron. Colloquium Comput. Complex. TR94 (1994)

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