Themis Palpanas

335 papers A* 35A 5B 23C 2Misc 2Journal 196Unranked 60

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	A Comprehensive Guide to Time-Series Anomaly Detection. WSDM John Paparrizos, Paul Boniol, Qinghua Liu, Themis Palpanas
2026	J	`jnl`	DaiSy: A Library for Scalable Data Series Similarity Search. CoRR Francesca Del Gaudio, Manos Chatzakis, Gayathiri Ravendirane, Botao Peng, Themis Palpanas
2026	J	`jnl`	GALACTIC: Global and Local Agnostic Counterfactuals for Time-series Clustering. CoRR Christos Fragkathoulas, Eleni Psaroudaki, Themis Palpanas, Evaggelia Pitoura
2026	J	`jnl`	PDET-LSH: Scalable In-Memory Indexing for High-Dimensional Approximate Nearest Neighbor Search with Quality Guarantees. CoRR Jiuqi Wei, Xiaodong Lee, Botao Peng, Quanqing Xu, Chuanhui Yang, Themis Palpanas
2026	J	`jnl`	ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs. CoRR Yanlin Qi, Xinhang Chen, Huiqiang Jiang, Qitong Wang, Botao Peng, Themis Palpanas
2026	J	`jnl`	Rethinking Zero-Shot Time Series Classification: From Task-specific Classifiers to In-Context Inference. CoRR Juntao Fang, Shifeng Xie, Shengbin Nie, Yuhui Ling, Yuming Liu, Zijian Li, Keli Zhang, Lujia Pan, Themis Palpanas, Ruichu Cai
2026	J	`jnl`	SEAnet: A Deep Learning Architecture for Data Series Similarity Search. CoRR Qitong Wang, Themis Palpanas
2026	J	`jnl`	TaCo: Data-adaptive and Query-aware Subspace Collision for High-dimensional Approximate Nearest Neighbor Search. CoRR Jiuqi Wei, Zhenyu Liao, Ruoyu Han, Quanqing Xu, Chuanhui Yang, Themis Palpanas
2026	B	`conf`	The Quest for Faster ANN Vector Search. EDBT Manos Chatzakis, Francesca Del Gaudio, Sophia Sideri, Themis Palpanas
2026	J	`jnl`	TiVy: Time Series Visual Summary for Scalable Visualization. IEEE Trans. Vis. Comput. Graph. Gromit Yeuk-Yin Chan, Luis Gustavo Nonato, Themis Palpanas, Cláudio T. Silva, Juliana Freire
2025	J	`jnl`	-Graph: A Graph Embedding for Interpretable Time Series Clustering. IEEE Trans. Knowl. Data Eng. Paul Boniol, Donato Tiano, Angela Bonifati, Themis Palpanas
2025	—	`conf`	Advances in Time-Series Anomaly Detection: Algorithms, Benchmarks, and Evaluation Measures. KDD (2) John Paparrizos, Paul Boniol, Qinghua Liu, Themis Palpanas
2025	—	`conf`	An Open-Source Platform for Resilient Secure Digital Identities: The RECITALS Project. RuleML+RR (Companion) George Stamoulis, Dimitris Pavlou, Konstantinos Chousos, Manolis Koubarakis, George Papadakis, Christina Papapostolou, Georgios Smaragdakis, Zekeriya Erkin, Roland Kromes, Themis Palpanas, Salima Benbernou, Mourad Ouziri, Adel Boubetra, Paulo Correia, João Pedro, Ioan Constantin, Laurentiu Coica, Marco Fisichella, Apoorva Upadhyaya, Harshvardhan Pandit, Kyriakos Dimitriou
2025	B	`conf`	Automated Data Quality Validation in an End-to-End GNN Framework. EDBT Sijie Dong, Soror Sahri, Themis Palpanas, Qitong Wang
2025	J	`jnl`	Automated Data Quality Validation in an End-to-End GNN Framework. CoRR Sijie Dong, Soror Sahri, Themis Palpanas, Qitong Wang
2025	J	`jnl`	CauKer: classification time series foundation models can be pretrained on synthetic data only. CoRR Shifeng Xie, Vasilii Feofanov, Marius Alonso, Ambroise Odonnat, Jianfeng Zhang, Themis Palpanas, Ievgen Redko
2025	J	`jnl`	DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search. CoRR Manos Chatzakis, Yannis Papakonstantinou, Themis Palpanas
2025	J	`jnl`	DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search. Proc. ACM Manag. Data Manos Chatzakis, Yannis Papakonstantinou, Themis Palpanas
2025	A*	`conf`	DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series. ICDE Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025	J	`jnl`	DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series. CoRR Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025	—	`conf`	Evaluating and Generating Query Workloads for High Dimensional Vector Similarity Search. KDD (2) Matteo Ceccarello, Alexandra Levchenko, Ioana Ileana, Themis Palpanas
2025	A*	`conf`	Fast and Exact Similarity Search in Less than a Blink of an Eye. ICDE Patrick Schäfer, Jakob Brand, Ulf Leser, Botao Peng, Themis Palpanas
2025	A*	`conf`	Few Labels are All you Need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series. ICDE Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025	J	`jnl`	Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series. CoRR Adrien Petralia, Paul Boniol, Philippe Charpentier, Themis Palpanas
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Sonia Bergamaschi, Sourav S. Bhowmick, Philippe Bonnet, Surajit Chaudhuri, Xiaoou Ding, Hakan Ferhatosmanoglu, Raul Castro Fernandez, Jana Giceva, Madelon Hulsebos, Alexandra Meliou, Nikos Ntarmos, Themis Palpanas, John Paparrizos, Norman Paton, Subhadeep Sarkar, Giovanni Simonini, Nesime Tatbul, Jiuqi Wei, Jingren Zhou
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Matthias Boehm, Reynold Cheng, Xin Luna Dong, Themis Palpanas, Nesime Tatbul
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Xiaoou Ding, Themis Palpanas, Subhadeep Sarkar, Giovanni Simonini, Nesime Tatbul
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. H. V. Jagadish, M. Tamer Özsu, Themis Palpanas, Nesime Tatbul
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Wolfgang Lehner, Jun Yang, Themis Palpanas, Nesime Tatbul
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Peter R. Pietzuch, Nesime Tatbul, Peter Triantafillou
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Divesh Srivastava, Nesime Tatbul
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Nesime Tatbul
2025	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Nesime Tatbul
2025	J	`jnl`	Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art. CoRR Ilias Azizi, Karima Echihabi, Themis Palpanas
2025	J	`jnl`	Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art. Proc. ACM Manag. Data Ilias Azizi, Karima Echihabi, Themis Palpanas
2025	A*	`conf`	Graphint: Graph-Based Time Series Clustering Visualisation Tool. ICDE Paul Boniol, Donato Tiano, Angela Bonifati, Themis Palpanas
2025	J	`jnl`	Graphint: Graph-based Time Series Clustering Visualisation Tool. CoRR Paul Boniol, Donato Tiano, Angela Bonifati, Themis Palpanas
2025	B	`conf`	Interpretable Multivariate Anomaly Detector Selection for Automatic Marine Data Quality Control. IEEE Big Data Ngoc-Thanh Nguyen, Astrid Marie Skålvik, Emmanouil Sylligardos, Rogardt Heldal, Patrizio Pelliccione, Paul Boniol, Themis Palpanas, Sverre Jakob Alvsvåg
2025	J	`jnl`	LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. CoRR Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo
2025	J	`jnl`	LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. Proc. VLDB Endow. Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo
2025	J	`jnl`	LeaFi: Data Series Indexes on Steroids with Learned Filters. CoRR Qitong Wang, Ioana Ileana, Themis Palpanas
2025	J	`jnl`	LeaFi: Data Series Indexes on Steroids with Learned Filters. Proc. ACM Manag. Data Qitong Wang, Ioana Ileana, Themis Palpanas
2025	J	`jnl`	MS-Index: Fast Top-k Subsequence Search for Multivariate Time Series under Euclidean Distance. CoRR Jens E. d'Hondt, Teun Kortekaas, Odysseas Papapetrou, Themis Palpanas
2025	J	`jnl`	MS-Index: Fast Top-k Subsequence Search for Multivariate Time Series under Euclidean Distance. Proc. VLDB Endow. Jens E. d'Hondt, Teun Kortekaas, Odysseas Papapetrou, Themis Palpanas
2025	J	`jnl`	MSAD: A Deep Dive into Model Selection for Time series Anomaly Detection. CoRR Emmanouil Sylligardos, John Paparrizos, Themis Palpanas, Pierre Senellart, Paul Boniol
2025	J	`jnl`	MSAD: A deep dive into model selection for time series anomaly detection. VLDB J. Emmanouil Sylligardos, John Paparrizos, Themis Palpanas, Pierre Senellart, Paul Boniol
2025	—	`conf`	NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity. KDD (2) Adrien Petralia, Philippe Charpentier, Youssef Kadhi, Themis Palpanas
2025	J	`jnl`	NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity. CoRR Adrien Petralia, Philippe Charpentier, Youssef Kadhi, Themis Palpanas
2025	J	`jnl`	Optimised Decision Intelligence in Data-intensive Environments. ERCIM News George Tzagkarakis, Rommert Dekker, Themis Palpanas
2025	—	`conf`	Scalable vector analytics: A story of twists and turns. EGC Themis Palpanas
2025	J	`jnl`	Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search. Proc. ACM Manag. Data Jiuqi Wei, Xiaodong Lee, Zhenyu Liao, Themis Palpanas, Botao Peng
2025	J	`jnl`	TiVy: Time Series Visual Summary for Scalable Visualization. CoRR Gromit Yeuk-Yin Chan, Luis Gustavo Nonato, Themis Palpanas, Cláudio T. Silva, Juliana Freire
2025	J	`jnl`	Toward Efficient and Scalable Design of In-Memory Graph-Based Vector Search. CoRR Ilias Azizi, Karima Echihabi, Themis Palpanas, Vassilis Christophides
2025	B	`conf`	Towards Reliable Conversational Data Analytics. EDBT Sihem Amer-Yahia, Jasmina Bogojeska, Roberta Facchinetti, Valeria Franceschi, Aristides Gionis, Katja Hose, Georgia Koutrika, Roger D. Kouyos, Matteo Lissandrini, Silviu Maniu, Katsiaryna Mirylenka, Davide Mottin, Themis Palpanas, Mattia Rigotti, Yannis Velegrakis
2025	—	`conf`	User-Friendly Foundation Model Adapters for Multivariate Time Series Classification. ICDEW Romain Ilbert, Vasilii Feofanov, Malik Tiomoko, Ievgen Redko, Themis Palpanas
2025	J	`jnl`	VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly Detection. CoRR Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
2025	J	`jnl`	VUS: effective and efficient accuracy measures for time-series anomaly detection. VLDB J. Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
2024	A*	`conf`	A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms. ICDE George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
2024	J	`jnl`	ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series. CoRR Adrien Petralia, Philippe Charpentier, Themis Palpanas
2024	A*	`conf`	ADecimo: Model Selection for Time Series Anomaly Detection. ICDE Paul Boniol, Emmanouil Sylligardos, John Paparrizos, Panos E. Trahanias, Themis Palpanas
2024	A*	`conf`	An Interactive Dive into Time-Series Anomaly Detection. ICDE Paul Boniol, John Paparrizos, Themis Palpanas
2024	A*	`conf`	Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting. NeurIPS Romain Ilbert, Malik Tiomoko, Cosme Louart, Ambroise Odonnat, Vasilii Feofanov, Themis Palpanas, Ievgen Redko
2024	J	`jnl`	Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting. CoRR Romain Ilbert, Malik Tiomoko, Cosme Louart, Ambroise Odonnat, Vasilii Feofanov, Themis Palpanas, Ievgen Redko
2024	J	`jnl`	DET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Approximate Nearest Neighbor Search. CoRR Jiuqi Wei, Botao Peng, Xiaodong Lee, Themis Palpanas
2024	J	`jnl`	DET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Approximate Nearest Neighbor Search. Proc. VLDB Endow. Jiuqi Wei, Botao Peng, Xiaodong Lee, Themis Palpanas
2024	J	`jnl`	Data Quality Awareness: A Journey from Traditional Data Management to Data Science Systems. CoRR Sijie Dong, Soror Sahri, Themis Palpanas
2024	J	`jnl`	Dimensionality-Reduction Techniques for Approximate Nearest Neighbor Search: A Survey and Evaluation. IEEE Data Eng. Bull. Zeyu Wang, Haoran Xiong, Qitong Wang, Zhenying He, Peng Wang, Themis Palpanas, Wei Wang
2024	J	`jnl`	Dive into Time-Series Anomaly Detection: A Decade Review. CoRR Paul Boniol, Qinghua Liu, Mingyi Huang, Themis Palpanas, John Paparrizos
2024	J	`jnl`	DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search. CoRR Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2024	J	`jnl`	DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search. VLDB J. Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2024	J	`jnl`	Efficiently Mitigating the Impact of Data Drift on Machine Learning Pipelines. Proc. VLDB Endow. Sijie Dong, Qitong Wang, Soror Sahri, Themis Palpanas, Divesh Srivastava
2024	J	`jnl`	Fast and Exact Similarity Search in less than a Blink of an Eye. CoRR Patrick Schäfer, Jakob Brand, Ulf Leser, Botao Peng, Themis Palpanas
2024	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Nesime Tatbul
2024	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Nesime Tatbul
2024	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Nesime Tatbul
2024	J	`jnl`	Front Matter. Proc. VLDB Endow. Manos Athanassoulis, Ioana Manolescu, Beng Chin Ooi, Themis Palpanas, Nesime Tatbul
2024	J	`jnl`	Front Matter. Proc. VLDB Endow. Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou
2024	J	`jnl`	GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution. Inf. Syst. Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2024	J	`jnl`	High-Dimensional Vector Quantization: General Framework, Recent Advances, and Future Directions. IEEE Data Eng. Bull. Jianyang Gao, Yutong Gou, Yuexuan Xu, Jifan Shi, Cheng Long, Raymond Chi-Wing Wong, Themis Palpanas
2024	J	`jnl`	Letter from the Special Issue Editor. IEEE Data Eng. Bull. Themis Palpanas
2024	—	`ed.`	Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, Paestum, Italy, March 25, 2024. EDBT/ICDT Workshops Themis Palpanas, H. V. Jagadish
2024	A*	`conf`	SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention. ICML Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko
2024	C	`conf`	Scalable Vector Analytics: A Story of Twists and Turns. DATA Themis Palpanas
2024	—	`conf`	Scalable Vector Analytics: A Story of Twists and Turns. SEBD Themis Palpanas
2024	J	`jnl`	Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes. CoRR Zeyu Wang, Qitong Wang, Xiaoxing Cheng, Peng Wang, Themis Palpanas, Wei Wang
2024	J	`jnl`	Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes. Proc. VLDB Endow. Zeyu Wang, Qitong Wang, Xiaoxing Cheng, Peng Wang, Themis Palpanas, Wei Wang
2024	J	`jnl`	Streaming Data Collection With a Private Sketch-Based Protocol. IEEE Internet Things J. Ying Li, Xiaodong Lee, Botao Peng, Themis Palpanas, Jing'an Xue
2024	J	`jnl`	Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search. CoRR Jiuqi Wei, Xiaodong Lee, Zhenyu Liao, Themis Palpanas, Botao Peng
2024	J	`jnl`	Time-Series Anomaly Detection: Overview and New Trends. Proc. VLDB Endow. Qinghua Liu, Paul Boniol, Themis Palpanas, John Paparrizos
2024	J	`jnl`	Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention. CoRR Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko
2024	J	`jnl`	User-friendly Foundation Model Adapters for Multivariate Time Series Classification. CoRR Vasilii Feofanov, Romain Ilbert, Malik Tiomoko, Themis Palpanas, Ievgen Redko
2023	J	`jnl`	A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms. CoRR George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
2023	J	`jnl`	A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma. CoRR Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz
2023	—	`conf`	A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma. ISBI Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz
2023	—	`conf`	A general approach to Supervised Meta-Blocking. SEBD Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2023	J	`jnl`	ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series. Proc. VLDB Endow. Adrien Petralia, Philippe Charpentier, Themis Palpanas
2023	—	`conf`	Appliance Detection Using Very Low-Frequency Smart Meter Time Series. e-Energy Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas
2023	J	`jnl`	Appliance Detection Using Very Low-Frequency Smart Meter Time Series. CoRR Adrien Petralia, Philippe Charpentier, Paul Boniol, Themis Palpanas
2023	—	`conf`	Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting. ARTMAN@CCS Romain Ilbert, Thai V. Hoang, Zonghua Zhang, Themis Palpanas
2023	J	`jnl`	Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting. CoRR Romain Ilbert, Thai V. Hoang, Zonghua Zhang, Themis Palpanas
2023	J	`jnl`	Choose Wisely: An Extensive Evaluation of Model Selection for Anomaly Detection in Time Series. Proc. VLDB Endow. Emmanouil Sylligardos, Paul Boniol, John Paparrizos, Panos E. Trahanias, Themis Palpanas
2023	J	`jnl`	Correction to: Unsupervised and scalable subsequence anomaly detection in large data series. VLDB J. Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas, Mohammed Meftah, Emmanuel Remy
2023	J	`jnl`	Dumpy: A Compact and Adaptive Index for Large Data Series Collections. CoRR Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2023	J	`jnl`	Dumpy: A Compact and Adaptive Index for Large Data Series Collections. Proc. ACM Manag. Data Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2023	J	`jnl`	Efficient Range and kNN Twin Subsequence Search in Time Series. IEEE Trans. Knowl. Data Eng. Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2023	J	`jnl`	Elpis: Graph-Based Similarity Search for Scalable Data Science. Proc. VLDB Endow. Ilias Azizi, Karima Echihabi, Themis Palpanas
2023	B	`conf`	FreSh: A Lock-Free Data Series Index. SRDS Panagiota Fatourou, Eleftherios Kosmas, Themis Palpanas, George Paterakis
2023	J	`jnl`	FreSh: A Lock-Free Data Series Index. CoRR Panagiota Fatourou, Eleftherios Kosmas, Themis Palpanas, George Paterakis
2023	J	`jnl`	Graph- and Tree-based Indexes for High-dimensional Vector Similarity Search: Analyses, Comparisons, and Future Directions. IEEE Data Eng. Bull. Zeyu Wang, Peng Wang, Themis Palpanas, Wei Wang
2023	B	`ed.`	IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023 IEEE Big Data Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal
2023	J	`jnl`	Letter from the Special Issue Editor. IEEE Data Eng. Bull. Themis Palpanas
2023	B	`conf`	New Trends in Time Series Anomaly Detection. EDBT Paul Boniol, John Paparrizos, Themis Palpanas
2023	J	`jnl`	Odyssey: A Journey in the Land of Distributed Data Series Similarity Search. CoRR Manos Chatzakis, Panagiota Fatourou, Eleftherios Kosmas, Themis Palpanas, Botao Peng
2023	J	`jnl`	Odyssey: A Journey in the Land of Distributed Data Series Similarity Search. Proc. VLDB Endow. Manos Chatzakis, Panagiota Fatourou, Eleftherios Kosmas, Themis Palpanas, Botao Peng
2023	—	`conf`	PrivSketch: A Private Sketch-Based Frequency Estimation Protocol for Data Streams. DEXA (1) Ying Li, Xiaodong Lee, Botao Peng, Themis Palpanas, Jing'an Xue
2023	J	`jnl`	PrivSketch: A Private Sketch-based Frequency Estimation Protocol for Data Streams. CoRR Ying Li, Xiaodong Lee, Botao Peng, Themis Palpanas, Jing'an Xue
2023	J	`jnl`	ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees. VLDB J. Karima Echihabi, Theophanis Tsandilas, Anna Gogolou, Anastasia Bezerianos, Themis Palpanas
2023	J	`jnl`	SEAnet: A Deep Learning Architecture for Data Series Similarity Search. IEEE Trans. Knowl. Data Eng. Qitong Wang, Themis Palpanas
2023	A*	`conf`	Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications. KDD Hanbo Zhang, Jiangxin Li, Shen Liang, Peng Wang, Themis Palpanas, Chen Wang, Wei Wang, Haoxuan Zhou, Jianwei Song, Wen Lu
2022	J	`jnl`	Generalized Supervised Meta-blocking (technical report). CoRR Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2022	J	`jnl`	Generalized Supervised Meta-blocking. Proc. VLDB Endow. Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
2022	J	`jnl`	Hercules Against Data Series Similarity Search. CoRR Karima Echihabi, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2022	J	`jnl`	Hercules Against Data Series Similarity Search. Proc. VLDB Endow. Karima Echihabi, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2022	J	`jnl`	ProS: Data Series Progressive k-NN Similarity Search and Classification with Probabilistic Quality Guarantees. CoRR Karima Echihabi, Theophanis Tsandilas, Anna Gogolou, Anastasia Bezerianos, Themis Palpanas
2022	—	`ed.`	Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, Edinburgh, UK, March 29, 2022. EDBT/ICDT Workshops Maya Ramanath, Themis Palpanas
2022	J	`jnl`	SA-Q: Observing, Evaluating, and Enhancing the Quality of the Results of Sentiment Analysis Tools. Proc. VLDB Endow. Wissam Mammar Kouadri, Salima Benbernou, Mourad Ouziri, Themis Palpanas, Iheb Ben Amor
2022	B	`conf`	Scalable Analytics on Large Sequence Collections. MDM Karima Echihabi, Themis Palpanas
2022	J	`jnl`	Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series. CoRR Paul Boniol, Themis Palpanas
2022	J	`jnl`	TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection. Proc. VLDB Endow. John Paparrizos, Yuhao Kang, Paul Boniol, Ruey S. Tsay, Themis Palpanas, Michael J. Franklin
2022	J	`jnl`	Theseus: Navigating the Labyrinth of Time-Series Anomaly Detection. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
2022	J	`jnl`	Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection. Proc. VLDB Endow. John Paparrizos, Paul Boniol, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
2022	—	`conf`	dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification. SIGMOD Conference Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas
2022	J	`jnl`	dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification. CoRR Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas
2022	J	`jnl`	iEDeaL: A Deep Learning Framework for Detecting Highly Imbalanced Interictal Epileptiform Discharges. Proc. VLDB Endow. Qitong Wang, Stephen Whitmarsh, Vincent Navarro, Themis Palpanas
2021	J	`jnl`	An Overview of End-to-End Entity Resolution for Big Data. ACM Comput. Surv. Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas, George Papadakis, Kostas Stefanidis
2021	J	`jnl`	BestNeighbor: efficient evaluation of kNN queries on large time series databases. Knowl. Inf. Syst. Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas, Dennis E. Shasha, Patrick Valduriez
2021	B	`conf`	Big Sequence Management: Scaling up and Out. EDBT Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas
2021	J	`jnl`	Blocking and Filtering Techniques for Entity Resolution: A Survey. ACM Comput. Surv. George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas
2021	A*	`conf`	Deep Learning Embeddings for Data Series Similarity Search. KDD Qitong Wang, Themis Palpanas
2021	—	`conf`	Electricity Demand Activation Extraction: From Known to Unknown Signatures, Using Similarity Search. e-Energy Pauline Laviron, Xueqi Dai, Bérénice Huquet, Themis Palpanas
2021	J	`jnl`	Fast Data Series Indexing for In-Memory Data. CoRR Botao Peng, Panagiota Fatourou, Themis Palpanas
2021	J	`jnl`	Fast data series indexing for in-memory data. VLDB J. Botao Peng, Panagiota Fatourou, Themis Palpanas
2021	A*	`conf`	High-Dimensional Similarity Search for Scalable Data Science. ICDE Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas
2021	J	`jnl`	Local Pair and Bundle Discovery over Co-Evolving Time Series. CoRR Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2021	J	`jnl`	Local Similarity Search on Geolocated Time Series Using Hybrid Indexing. CoRR Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2021	J	`jnl`	New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed. Proc. VLDB Endow. Karima Echihabi, Themis Palpanas, Kostas Zoumpatianos
2021	J	`jnl`	ParIS+: Data Series Indexing on Multi-Core Architectures. IEEE Trans. Knowl. Data Eng. Botao Peng, Panagiota Fatourou, Themis Palpanas
2021	J	`jnl`	Reproducible experiments on Three-Dimensional Entity Resolution with JedAI. Inf. Syst. Georgios M. Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis, Alicia Lara-Clares, Antonio Fariña
2021	J	`jnl`	SAND in Action: Subsequence Anomaly Detection for Streams. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin
2021	J	`jnl`	SAND: Streaming Subsequence Anomaly Detection. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin
2021	A*	`conf`	SING: Sequence Indexing Using GPUs. ICDE Botao Peng, Panagiota Fatourou, Themis Palpanas
2021	—	`conf`	SentiQ: Une approche logique-probabiliste pour améliorer la qualité de l'analyse des sentiments. EGC Wissam Maamar Kouadri, Salima Benbernou, Mourad Ouziri, Themis Palpanas, Iheb Ben Amor
2021	—	`book`	The Four Generations of Entity Resolution George Papadakis, Ekaterini Ioannou, Emanouil Thanos, Themis Palpanas
2021	—	`conf`	Towards Building a Digital Twin of Complex System Using Causal Modelling. COMPLEX NETWORKS Luka Jakovljevic, Dimitre Kostadinov, Armen Aghasaryan, Themis Palpanas
2021	B	`conf`	Twin Subsequence Search in Time Series. EDBT Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2021	J	`jnl`	Twin Subsequence Search in Time Series. CoRR Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2021	J	`jnl`	Unsupervised and scalable subsequence anomaly detection in large data series. VLDB J. Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas, Mohammed Meftah, Emmanuel Remy
2021	J	`jnl`	Using social media for sub-event detection during disasters. J. Big Data Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran
2020	A*	`conf`	Automated Anomaly Detection in Large Sequences. ICDE Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas
2020	J	`jnl`	Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm. CoRR Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
2020	J	`jnl`	Coconut: a scalable bottom-up approach for building data series indexes. CoRR Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
2020	J	`jnl`	Coconut: sortable summarizations for scalable indexes over static and streaming data series. CoRR Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
2020	—	`conf`	Data Series Progressive Similarity Search with Probabilistic Quality Guarantees. SIGMOD Conference Anna Gogolou, Theophanis Tsandilas, Karima Echihabi, Anastasia Bezerianos, Themis Palpanas
2020	B	`conf`	Entity Resolution: Past, Present and Yet-to-Come. EDBT George Papadakis, Ekaterini Ioannou, Themis Palpanas
2020	A*	`conf`	Graph-Query Suggestions for Knowledge Graph Exploration. WWW Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis
2020	J	`jnl`	GraphAn: Graph-based Subsequence Anomaly Detection. Proc. VLDB Endow. Paul Boniol, Themis Palpanas, Mohammed Meftah, Emmanuel Remy
2020	J	`jnl`	Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities. Frontiers Big Data Remy Kusters, Dusan Misevic, Hugues Berry, Antoine Cully, Yann Le Cunff, Loic Dandoy, Natalia Díaz Rodríguez, Marion Ficher, Jonathan Grizou, Alice Othmani, Themis Palpanas, Matthieu Komorowski, Patrick Loiseau, Clément Moulin-Frier, Santino Nanini, Daniele Quercia, Michèle Sebag, Françoise Fogelman-Soulié, Sofiane Taleb, Liubov Tupikina, Vaibhav Sahu, Jill-Jênn Vie, Fatima Wehbi
2020	B	`conf`	JedAI EDBT George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
2020	A*	`conf`	MESSI: In-Memory Data Series Indexing. ICDE Botao Peng, Panagiota Fatourou, Themis Palpanas
2020	J	`jnl`	MESSI: In-Memory Data Series Indexing. CoRR Botao Peng, Panagiota Fatourou, Themis Palpanas
2020	J	`jnl`	Massively Distributed Time Series Indexing and Querying. IEEE Trans. Knowl. Data Eng. Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas
2020	J	`jnl`	Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series. CoRR Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2020	J	`jnl`	Matrix profile goes MAD: variable-length motif and discord discovery in data series. Data Min. Knowl. Discov. Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2020	J	`jnl`	ParIS+: Data Series Indexing on Multi-Core Architectures. CoRR Botao Peng, Panagiota Fatourou, Themis Palpanas
2020	J	`jnl`	Quality of Sentiment Analysis Tools: The Reasons of Inconsistency. Proc. VLDB Endow. Wissam Maamar Kouadri, Mourad Ouziri, Salima Benbernou, Karima Echihabi, Themis Palpanas, Iheb Ben Amor
2020	J	`jnl`	Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. CoRR Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2020	A*	`conf`	SAD: An Unsupervised System for Subsequence Anomaly Detection. ICDE Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas
2020	J	`jnl`	Scalable Data Series Subsequence Matching with ULISSE. CoRR Michele Linardi, Themis Palpanas
2020	—	`conf`	Scalable Machine Learning on High-Dimensional Vectors: From Data Series to Deep Network Embeddings. WIMS Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas
2020	J	`jnl`	Scalable data series subsequence matching with ULISSE. VLDB J. Michele Linardi, Themis Palpanas
2020	J	`jnl`	SentiQ: A Probabilistic Logic Approach to Enhance Sentiment Analysis Tool Quality. CoRR Wissam Maamar Kouadri, Salima Benbernou, Mourad Ouziri, Themis Palpanas, Iheb Ben Amor
2020	J	`jnl`	Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series. Proc. VLDB Endow. Paul Boniol, Themis Palpanas
2020	J	`jnl`	The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. CoRR Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2020	J	`jnl`	Three-dimensional Entity Resolution with JedAI. Inf. Syst. George Papadakis, Georgios M. Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis
2020	J	`jnl`	VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series. CoRR Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2019	J	`jnl`	A Survey of Blocking and Filtering Techniques for Entity Resolution. CoRR George Papadakis, Dimitrios Skoutas, Emmanouil Thanos, Themis Palpanas
2019	—	`conf`	Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm. SIGMOD Conference Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
2019	J	`jnl`	Coconut: sortable summarizations for scalable indexes over static and streaming data series. VLDB J. Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
2019	J	`jnl`	Comparing Similarity Perception in Time Series Visualizations. IEEE Trans. Vis. Comput. Graph. Anna Gogolou, Theophanis Tsandilas, Themis Palpanas, Anastasia Bezerianos
2019	J	`jnl`	Data Series Management (Dagstuhl Seminar 19282). Dagstuhl Reports Anthony J. Bagnall, Richard L. Cole, Themis Palpanas, Konstantinos Zoumpatianos
2019	—	`conf`	Distributed Algorithms to Find Similar Time Series. ECML/PKDD (3) Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Dennis E. Shasha, Themis Palpanas, Patrick Valduriez, Reza Akbarinia, Florent Masseglia
2019	J	`jnl`	Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI. SIGMOD Rec. George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
2019	J	`jnl`	End-to-End Entity Resolution for Big Data: A Survey. CoRR Vassilis Christophides, Vasilis Efthymiou, Themis Palpanas, George Papadakis, Kostas Stefanidis
2019	A*	`conf`	Example-based Search: a New Frontier for Exploratory Search. SIGIR Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis
2019	—	`conf`	Exploring the Data Wilderness through Examples. SIGMOD Conference Davide Mottin, Matteo Lissandrini, Yannis Velegrakis, Themis Palpanas
2019	J	`jnl`	Improving Classification Quality in Uncertain Graphs. ACM J. Data Inf. Qual. Michele Dallachiesa, Charu C. Aggarwal, Themis Palpanas
2019	B	`conf`	Local Pair and Bundle Discovery over Co-Evolving Time Series. SSTD Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2019	—	`conf`	Local Similarity Search on Geolocated Time Series Using Hybrid Indexing. SIGSPATIAL/GIS Georgios Chatzigeorgakidis, Dimitrios Skoutas, Kostas Patroumpas, Themis Palpanas, Spiros Athanasiou, Spiros Skiadopoulos
2019	—	`conf`	Progressive Similarity Search on Time Series Data. EDBT/ICDT Workshops Anna Gogolou, Theophanis Tsandilas, Themis Palpanas, Anastasia Bezerianos
2019	J	`jnl`	Report on the First and Second Interdisciplinary Time Series Analysis Workshop (ITISA). SIGMOD Rec. Themis Palpanas, Volker Beckmann
2019	J	`jnl`	Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. Proc. VLDB Endow. Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2019	J	`jnl`	Schema-Agnostic Progressive Entity Resolution. IEEE Trans. Knowl. Data Eng. Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
2019	J	`jnl`	Schema-agnostic Progressive Entity Resolution (extended version). CoRR Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
2018	B	`conf`	An Automated System for Internet Pharmacy Verification. EDBT Alberto Cordioli, Themis Palpanas
2018	J	`jnl`	Coconut: A Scalable Bottom-Up Approach for Building Data Series Indexes. Proc. VLDB Endow. Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
2018	—	`book`	Data Exploration Using Example-Based Methods Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis
2018	A*	`conf`	Data Series Management: Fulfilling the Need for Big Sequence Analytics. ICDE Kostas Zoumpatianos, Themis Palpanas
2018	J	`jnl`	Generating data series query workloads. VLDB J. Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke
2018	—	`conf`	Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series. SIGMOD Conference Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2018	A*	`conf`	Multi-Example Search in Rich Information Graphs. ICDE Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis
2018	—	`conf`	ParIS: The Next Destination for Fast Data Series Indexing and Query Answering. IEEE BigData Botao Peng, Panagiota Fatourou, Themis Palpanas
2018	J	`jnl`	Progressive Data Science: Potential and Challenges. CoRR Cagatay Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt, Barbara Hammer, Daniel A. Keim, Jean-Daniel Fekete, Themis Palpanas, Yunhai Wang, Florin Rusu
2018	—	`ch.`	Rank-Join Indices. Encyclopedia of Database Systems (2nd ed.) Themis Palpanas, Panayiotis Tsaparas
2018	J	`jnl`	Scalable, Variable-Length Similarity Search in Data Series: The ULISSE Approach. Proc. VLDB Endow. Michele Linardi, Themis Palpanas
2018	A*	`conf`	Schema-Agnostic Progressive Entity Resolution. ICDE Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
2018	—	`ch.`	Temporal Analytics in Social Media. Encyclopedia of Database Systems (2nd ed.) Sihem Amer-Yahia, Themis Palpanas, Mikalai Tsytsarau, Sofia Kleisarchaki, Ahlame Douzal, Vassilis Christophides
2018	J	`jnl`	The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. Proc. VLDB Endow. Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
2018	J	`jnl`	The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data. Proc. VLDB Endow. George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
2018	A*	`conf`	ULISSE: ULtra Compact Index for Variable-Length Similarity Search in Data Series. ICDE Michele Linardi, Themis Palpanas
2018	—	`conf`	VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series. SIGMOD Conference Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh
2018	J	`jnl`	X2Q: Your Personal Example-based Graph Explorer. Proc. VLDB Endow. Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis
2017	B	`conf`	Correlation-Aware Distance Measures for Data Series. EDBT Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas
2017	A*	`conf`	DPiSAX: Massively Distributed Partitioned iSAX. ICDM Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas
2017	B	`conf`	Data Series Similarity Using Correlation-Aware Measures. SSDBM Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas
2017	—	`conf`	JedAI: The Force Behind Entity Resolution. ESWC (Satellite Events) George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
2017	Misc	`conf`	Multi-core Meta-blocking for Big Linked Data. SEMANTiCS George Papadakis, Konstantina Bereta, Themis Palpanas, Manolis Koubarakis
2017	J	`jnl`	New Trends on Exploratory Methods for Data Analytics. Proc. VLDB Endow. Davide Mottin, Matteo Lissandrini, Yannis Velegrakis, Themis Palpanas
2017	J	`jnl`	On classifier behavior in the presence of mislabeling noise. Data Min. Knowl. Discov. Katsiaryna Mirylenka, George Giannakopoulos, Le Minh Do, Themis Palpanas
2017	J	`jnl`	Parallel meta-blocking for scaling entity resolution over big heterogeneous data. Inf. Syst. Vasilis Efthymiou, George Papadakis, George Papastefanatos, Kostas Stefanidis, Themis Palpanas
2017	—	`conf`	The Parallel and Distributed Future of Data Series Mining. HPCS Themis Palpanas
2017	—	`conf`	TweeLoc: A System for Geolocalizing Tweets at Fine-Grain. ICDM Workshops Pavlos Paraskevopoulos, Giovanni Pellegrini, Themis Palpanas
2017	—	`conf`	What do Geotagged Tweets Reveal About Mobility Behavior? MATES@VLDB Pavlos Paraskevopoulos, Themis Palpanas
2016	J	`jnl`	A holistic and principled approach for the empty-answer problem. VLDB J. Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
2016	J	`jnl`	ADS: the adaptive data series index. VLDB J. Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
2016	B	`conf`	Big Sequence Management: A glimpse of the Past, the Present, and the Future. SOFSEM Themis Palpanas
2016	A*	`conf`	Blocking for large-scale Entity Resolution: Challenges, algorithms, and practical examples. ICDE George Papadakis, Themis Palpanas
2016	J	`jnl`	Boosting the Efficiency of Large-Scale Entity Resolution with Enhanced Meta-Blocking. Big Data Res. George Papadakis, George Papastefanatos, Themis Palpanas, Manolis Koubarakis
2016	B	`conf`	Characterizing Home Device Usage From Wireless Traffic Time Series. EDBT Katsiaryna Mirylenka, Vassilis Christophides, Themis Palpanas, Ioannis Pefkianakis, Martin May
2016	J	`jnl`	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution. Proc. VLDB Endow. George Papadakis, Jonathan Svirsky, Avigdor Gal, Themis Palpanas
2016	—	`conf`	Data series management: The next challenge. ICDE Workshops Themis Palpanas
2016	J	`jnl`	Error-tolerant Exemplar Queries on RDF Graphs. CoRR Zhaoyang Shao, Davood Rafiei, Themis Palpanas
2016	J	`jnl`	Exemplar queries: a new way of searching. VLDB J. Davide Mottin, Matteo Lissandrini, Yannis Velegrakis, Themis Palpanas
2016	J	`jnl`	Linguistic rough sets. Int. J. Mach. Learn. Cybern. Manish Agarwal, Themis Palpanas
2016	J	`jnl`	Managing Diverse Sentiments at Large Scale. IEEE Trans. Knowl. Data Eng. Mikalai Tsytsarau, Themis Palpanas
2016	—	`ed.`	Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, EDBT/ICDT Workshops 2016, Bordeaux, France, March 15, 2016. EDBT/ICDT Workshops Themis Palpanas, Kostas Stefanidis
2016	B	`conf`	Scaling Entity Resolution to Large, Heterogeneous Data with Enhanced Meta-blocking. EDBT George Papadakis, George Papastefanatos, Themis Palpanas, Manolis Koubarakis
2016	—	`conf`	When a Tweet Finds its Place: Fine-Grained Tweet Geolocalisation. SoGood@ECML-PKDD Pavlos Paraskevopoulos, Giovanni Pellegrini, Themis Palpanas
2016	J	`jnl`	Where has this tweet come from? Fast and fine-grained geolocalization of non-geotagged tweets. Soc. Netw. Anal. Min. Pavlos Paraskevopoulos, Themis Palpanas
2015	J	`jnl`	Conditional heavy hitters: detecting interesting correlations in data streams. VLDB J. Katsiaryna Mirylenka, Graham Cormode, Themis Palpanas, Divesh Srivastava
2015	J	`jnl`	Data Series Management: The Road to Big Sequence Analytics. SIGMOD Rec. Themis Palpanas
2015	B	`conf`	Fine-Grained Geolocalisation of Non-Geotagged Tweets. ASONAM Pavlos Paraskevopoulos, Themis Palpanas
2015	—	`ed.`	New Trends in Database and Information Systems II - Selected papers of the 18th East European Conference on Advances in Databases and Information Systems and Associated Satellite Events, ADBIS 2014 Ohrid, Macedonia, September 7-10, 2014 Proceedings II ADBIS (2) Nick Bassiliades, Mirjana Ivanovic, Margita Kon-Popovska, Yannis Manolopoulos, Themis Palpanas, Goce Trajcevski, Athena Vakali
2015	—	`conf`	Parallel meta-blocking: Realizing scalable entity resolution over large, heterogeneous data. IEEE BigData Vasilis Efthymiou, George Papadakis, George Papastefanatos, Kostas Stefanidis, Themis Palpanas
2015	J	`jnl`	Practical Data Prediction for Real-World Wireless Sensor Networks. IEEE Trans. Knowl. Data Eng. Usman Raza, Alessandro Camerra, Amy L. Murphy, Themis Palpanas, Gian Pietro Picco
2015	A*	`conf`	Query Workloads for Data Series Indexes. KDD Kostas Zoumpatianos, Yin Lou, Themis Palpanas, Johannes Gehrke
2015	J	`jnl`	RINSE: Interactive Data Series Exploration with ADS+. Proc. VLDB Endow. Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
2015	J	`jnl`	Report on the First International Workshop on Personal Data Analytics in the Internet of Things (PDA@IOT 2014). SIGMOD Rec. Vassilis Christophides, Themis Palpanas
2015	J	`jnl`	Sliding windows over uncertain data streams. Knowl. Inf. Syst. Michele Dallachiesa, Gabriela Jacques-Silva, Bugra Gedik, Kun-Lung Wu, Themis Palpanas
2014	—	`conf`	A Case Study of Active, Continuous and Predictive Social Media Analytics for Smart City. S4SC@ISWC Marco Balduini, Stefano Bocconi, Alessandro Bozzon, Emanuele Della Valle, Yi Huang, Jasper Oosterman, Themis Palpanas, Mikalai Tsytsarau
2014	—	`conf`	A systematic approach for dynamic targeted monitoring of KPIs. CASCON Alejandro Maté, Kostas Zoumpatianos, Themis Palpanas, Juan Trujillo, John Mylopoulos, Elvis Koci
2014	J	`jnl`	Beyond one billion time series: indexing and mining very large time series collections with i SAX2+. Knowl. Inf. Syst. Alessandro Camerra, Jin Shieh, Themis Palpanas, Thanawin Rakthanmanon, Eamonn J. Keogh
2014	A*	`conf`	Dynamics of news events and social media reaction. KDD Mikalai Tsytsarau, Themis Palpanas, Malú Castellanos
2014	J	`jnl`	Exemplar Queries: Give me an Example of What You Need. Proc. VLDB Endow. Davide Mottin, Matteo Lissandrini, Yannis Velegrakis, Themis Palpanas
2014	—	`conf`	IQR: an interactive query relaxation system for the empty-answer problem. SIGMOD Conference Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
2014	—	`conf`	Indexing for interactive exploration of big data series. SIGMOD Conference Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
2014	J	`jnl`	Meta-Blocking: Taking Entity Resolutionto the Next Level. IEEE Trans. Knowl. Data Eng. George Papadakis, Georgia Koutrika, Themis Palpanas, Wolfgang Nejdl
2014	—	`ed.`	New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II ADBIS (2) Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Giovanna Guerrini, Mirko Kämpf, Alfons Kemper, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Athena Vakali
2014	J	`jnl`	Node Classification in Uncertain Graphs. CoRR Michele Dallachiesa, Charu C. Aggarwal, Themis Palpanas
2014	B	`conf`	Node classification in uncertain graphs. SSDBM Michele Dallachiesa, Charu C. Aggarwal, Themis Palpanas
2014	—	`conf`	Searching with XQ: the exemplar query search engine. SIGMOD Conference Davide Mottin, Matteo Lissandrini, Yannis Velegrakis, Themis Palpanas
2014	J	`jnl`	Top-k Nearest Neighbor Search In Uncertain Data Series. Proc. VLDB Endow. Michele Dallachiesa, Themis Palpanas, Ihab F. Ilyas
2014	—	`ed.`	Transactions on Large-Scale Data- and Knowledge-Centered Systems XV - Selected Papers from ADBIS 2013 Satellite Events Trans. Large-Scale Data- and Knowledge-Centered Systems Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Barbara Catania, Giovanna Guerrini, Themis Palpanas, Jaroslav Pokorný, Athena Vakali
2014	J	`jnl`	Unleashing the Power of Information Graphs. SIGMOD Rec. Matteo Lissandrini, Davide Mottin, Themis Palpanas, Dimitra Papadimitriou, Yannis Velegrakis
2013	J	`jnl`	A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces. IEEE Trans. Knowl. Data Eng. George Papadakis, Ekaterini Ioannou, Themis Palpanas, Claudia Niederée, Wolfgang Nejdl
2013	J	`jnl`	A Probabilistic Optimization Framework for the Empty-Answer Problem. Proc. VLDB Endow. Davide Mottin, Alice Marascu, Senjuti Basu Roy, Gautam Das, Themis Palpanas, Yannis Velegrakis
2013	—	`conf`	Efficient sentiment correlation for large-scale demographics. SIGMOD Conference Mikalai Tsytsarau, Sihem Amer-Yahia, Themis Palpanas
2013	J	`jnl`	Entity ranking using click-log information. Intell. Data Anal. Davide Mottin, Themis Palpanas, Yannis Velegrakis
2013	A*	`conf`	Finding interesting correlations with conditional heavy hitters. ICDE Katsiaryna Mirylenka, Themis Palpanas, Graham Cormode, Divesh Srivastava
2013	J	`jnl`	Front Matter. Proc. VLDB Endow. Themis Palpanas, Yannis Velegrakis
2013	J	`jnl`	Identifying streaming frequent items in ad hoc time windows. Data Knowl. Eng. Michele Dallachiesa, Themis Palpanas
2013	—	`conf`	Monitoring and diagnosing indicators for business analytics. CASCON Konstantinos Zoumpatianos, Themis Palpanas, John Mylopoulos, Alejandro Maté, Juan Trujillo
2013	—	`conf`	New Trends in Databases and Information Systems: Contributions from ADBIS 2013. ADBIS (2) Yamine Aït Ameur, Witold Andrzejewski, Ladjel Bellatreche, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Matteo Golfarelli, Giovanna Guerrini, Krzysztof Kaczmarski, Mirko Kämpf, Alfons Kemper, Tobias Lauer, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Stefano Rizzi, Athena Vakali
2013	—	`ch.`	Real-Time Data Analytics in Sensor Networks. Managing and Mining Sensor Data Themis Palpanas
2013	J	`jnl`	Revisiting the effect of history on learning performance: the problem of the demanding lord. Knowl. Inf. Syst. George Giannakopoulos, Themis Palpanas
2013	—	`conf`	Social Listening of City Scale Events Using the Streaming Linked Data Framework. ISWC (2) Marco Balduini, Emanuele Della Valle, Daniele Dell'Aglio, Mikalai Tsytsarau, Themis Palpanas, Cristian Confalonieri
2013	J	`jnl`	Towards mega-modeling: a walk through data analysis experiences. SIGMOD Rec. Stefano Ceri, Themis Palpanas, Emanuele Della Valle, Dino Pedreschi, Johann-Christoph Freytag, Roberto Trasarti
2013	—	`conf`	Twindex Fuorisalone: Social Listening of Milano during Fuorisalone 2013. ESWC (Satellite Events) Marco Balduini, Emanuele Della Valle, Daniele Dell'Aglio, Mikalai Tsytsarau, Themis Palpanas, Cristian Confalonieri
2012	J	`jnl`	A knowledge mining framework for business analysts. Data Base Themis Palpanas
2012	A	`conf`	Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data. WSDM George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl
2012	—	`conf`	CloudAlloc: a monitoring and reservation system for compute clusters. SIGMOD Conference Enrico Iori, Alkis Simitsis, Themis Palpanas, Kevin Wilkinson, Stavros Harizopoulos
2012	A	`conf`	Density-based Projected Clustering over High Dimensional Data Streams. SDM Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel
2012	J	`jnl`	Diverse dimension decomposition for itemset spaces. Knowl. Inf. Syst. Mikalai Tsytsarau, Francesco Bonchi, Aristides Gionis, Themis Palpanas
2012	—	`conf`	SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise. PAKDD (1) Katsiaryna Mirylenka, George Giannakopoulos, Themis Palpanas
2012	—	`conf`	Scalable Similarity Matching in Streaming Time Series. PAKDD (2) Alice Marascu, Suleiman A. Khan, Themis Palpanas
2012	—	`conf`	Strategic Management for Real-Time Business Intelligence. BIRTE Konstantinos Zoumpatianos, Themis Palpanas, John Mylopoulos
2012	J	`jnl`	Survey on mining subjective data on the web. Data Min. Knowl. Discov. Mikalai Tsytsarau, Themis Palpanas
2012	J	`jnl`	Uncertain Time-Series Similarity: Return to the Basics CoRR Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
2012	J	`jnl`	Uncertain Time-Series Similarity: Return to the Basics. Proc. VLDB Endow. Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
2012	A*	`conf`	What does model-driven data acquisition really achieve in wireless sensor networks? PerCom Usman Raza, Alessandro Camerra, Amy L. Murphy, Themis Palpanas, Gian Pietro Picco
2012	J	`jnl`	dbTrento: the data and information management group at the University of Trento. SIGMOD Rec. Themis Palpanas, Yannis Velegrakis
2011	J	`jnl`	Decentralised social network management. Int. J. Web Based Communities Stefano Bortoli, Themis Palpanas, Paolo Bouquet
2011	—	`conf`	Detecting and exploiting stability in evolving heterogeneous information spaces. JCDL George Papadakis, George Giannakopoulos, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl
2011	A*	`conf`	Diverse Dimension Decomposition of an Itemset Space. ICDM Mikalai Tsytsarau, Francesco Bonchi, Aristides Gionis, Themis Palpanas
2011	J	`jnl`	Efficient Top-k Approximate Subtree Matching in Small Memory. IEEE Trans. Knowl. Data Eng. Nikolaus Augsten, Denilson Barbosa, Michael H. Böhlen, Themis Palpanas
2011	—	`conf`	Eliminating the redundancy in blocking-based entity resolution methods. JCDL George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl
2011	—	`conf`	Similarity matching for uncertain time series: analytical and experimental comparison. QUeST@GIS Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
2011	—	`conf`	To compare or not to compare: making entity resolution more efficient. SWIM George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl
2011	—	`conf`	Towards a Framework for Detecting and Managing Opinion Contradictions. ICDM Workshops Mikalai Tsytsarau, Themis Palpanas
2010	A*	`conf`	Scalable discovery of contradictions on the web. WWW Mikalai Tsytsarau, Themis Palpanas, Kerstin Denecke
2010	A*	`conf`	TASM: Top-k Approximate Subtree Matching. ICDE Nikolaus Augsten, Denilson Barbosa, Michael H. Böhlen, Themis Palpanas
2010	A*	`conf`	The Effect of History on Modeling Systems' Performance: The Problem of the Demanding Lord. ICDM George Giannakopoulos, Themis Palpanas
2010	—	`conf`	The Entity Name System: Enabling the web of entities. ICDE Workshops Heiko Stoermer, Themis Palpanas, George Giannakopoulos
2010	A*	`conf`	iSAX 2.0: Indexing and Mining One Billion Time Series. ICDM Alessandro Camerra, Themis Palpanas, Jin Shieh, Eamonn J. Keogh
2009	—	`conf`	A Conceptual Model for a Web-Scale Entity Name System. ASWC Paolo Bouquet, Themis Palpanas, Heiko Stoermer, Massimiliano Vignolo
2009	J	`jnl`	Frequent items in streaming data: An experimental evaluation of the state-of-the-art. Data Knowl. Eng. Nishad Manerikar, Themis Palpanas
2009	Misc	`conf`	Towards a General Entity Representation Model. IRI Barbara Bazzanella, Themis Palpanas, Heiko Stoermer
2008	B	`conf`	Efficiently Discovering Recent Frequent Items in Data Streams. SSDBM Ferry Irawan Tantono, Nishad Manerikar, Themis Palpanas
2008	—	`conf`	Enabling Better Decisions through Quality-Aware Reports in Business Intelligence Applications. ICIQ Florian Daniel, Fabio Casati, Themis Palpanas, Oleksiy Chayka, Cinzia Cappiello
2008	—	`conf`	Entity Data Management in OKKAM. DEXA Workshops Themis Palpanas, Junaid Ahsenali Chaudhry, Periklis Andritsos, Yannis Velegrakis
2008	—	`conf`	Entity Lifecycle Management for OKKAM. IRSW Junaid Ahsenali Chaudhry, Themis Palpanas, Periklis Andritsos, Antonio Maña
2008	C	`conf`	Knowledge Mining for the Business Analyst. DEXA Themis Palpanas, Jakka Sairamesh
2008	—	`conf`	Managing Data Quality in Business Intelligence Applications. QDB/MUD Florian Daniel, Fabio Casati, Themis Palpanas, Oleksiy Chayka
2008	J	`jnl`	On space constrained set selection problems. Data Knowl. Eng. Themis Palpanas, Nick Koudas, Alberto O. Mendelzon
2008	J	`jnl`	Streaming Time Series Summarization Using User-Defined Amnesic Functions. IEEE Trans. Knowl. Data Eng. Themis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos
2008	—	`conf`	Towards a General Entity Representation Model. SWAP Barbara Bazzanella, Junaid Ahsenali Chaudhry, Themis Palpanas, Heiko Stoermer
2007	J	`jnl`	Integrated model-driven dashboard development. Inf. Syst. Frontiers Themis Palpanas, Pawan Chowdhary, George A. Mihaila, Florian Pinel
2007	—	`conf`	Online Distribution Estimation for Streaming Data: Framework and Applications. SEBD Themis Palpanas, Vana Kalogeraki, Dimitrios Gunopulos
2007	J	`jnl`	WhiteWater: Distributed Processing of Fast Streams. IEEE Trans. Knowl. Data Eng. Ioana Stanoi, George A. Mihaila, Themis Palpanas, Christian A. Lang
2006	A	`conf`	Distributed Real-Time Detection and Tracking of Homogeneous Regions in Sensor Networks. RTSS Sharmila Subramaniam, Vana Kalogeraki, Themis Palpanas
2006	A	`conf`	Maximizing the sustained throughput of distributed continuous queries. CIKM Ioana Stanoi, George A. Mihaila, Themis Palpanas, Christian A. Lang
2006	B	`conf`	Model-Driven Dashboards for Business Performance Reporting. EDOC Pawan Chowdhary, Themis Palpanas, Florian Pinel, Shyh-Kwei Chen, Frederick Y. Wu
2006	A*	`conf`	Online Outlier Detection in Sensor Data Using Non-Parametric Models. VLDB Sharmila Subramaniam, Themis Palpanas, Dimitris Papadopoulos, Vana Kalogeraki, Dimitrios Gunopulos
2005	J	`jnl`	Using Datacube Aggregates for Approximate Querying and Deviation Detection. IEEE Trans. Knowl. Data Eng. Themis Palpanas, Nick Koudas, Alberto O. Mendelzon
2004	A*	`conf`	Indexing Large Human-Motion Databases. VLDB Eamonn J. Keogh, Themis Palpanas, Victor B. Zordan, Dimitrios Gunopulos, Marc Cardle
2003	—	`—`	Data reduction in data warehouses. Themis Palpanas