Themis Palpanas

1. Dive into Time-Series Anomaly Detection: A Decade Review
   2024/12/29 by Paul Boniol, Qinghua Liu, Boniol, Paul +7 · 16 voices · 8 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
2. SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
   2024/02/15 by Romain Ilbert, Ambroise Odonnat, Ilbert, Romain +11 · 22 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. A Survey of Blocking and Filtering Techniques for Entity Resolution
   2019/05/15 by George Papadakis, Papadakis, George, Dimitrios Skoutas +5 · 7 citations
   Decision Sciences · Computer Science · #Data Quality and Management #Web Data Mining and Analysis #Semantic Web and Ontologies
4. Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art
   2025/02/08 by Ilias Azizi, Karima Echihabi, Azizi, Ilias +3 · 17 citations
   Computer Science · #Data Management and Algorithms #Semantic Web and Ontologies #Web Data Mining and Analysis
5. \boldsymbolSteiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes
   2024/08/25 by Zeyu Wang, Wang, Zeyu, Qitong Wang +9 · 11 citations
   Computer Science · #Advanced Graph Neural Networks #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning and Algorithms
6. Return of the Lernaean Hydra: Experimental Evaluation of Data Series\n Approximate Similarity Search
   2020/06/19 by Karima Echihabi, Echihabi, Karima, Kostas Zoumpatianos +5 · 4 citations
   Computer Science · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Music and Audio Processing #Time Series Analysis and Forecasting
7. End-to-End Entity Resolution for Big Data: A Survey
   2019/05/15 by Vassilis Christophides, Christophides, Vassilis, Vasilis Efthymiou +7 · 2 citations
   Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
8. Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
   2024/06/14 by Romain Ilbert, Malik Tiomoko, Ilbert, Romain +11 · 5 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Mechanics and Entropy
9. Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI
   2020/02/25 by George Papadakis, Leonidas Tsekouras, Emmanouil Thanos +3 · 1 citation
   Computer Science · Decision Sciences · #Data Quality and Management #Scientific Computing and Data Management #Semantic Web and Ontologies
10. Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search
    2024/11/22 by Jiuqi Wei, Wei, Jiuqi, X. Lee +7 · 3 citations
    Computer Science · #Data Management and Algorithms #Metaheuristic Optimization Algorithms Research #Video Surveillance and Tracking Methods
11. Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in\n Data Series
    2020/08/31 by Michele Linardi, Linardi, Michele, Yan Zhu +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Time Series Analysis and Forecasting
12. Odyssey: A Journey in the Land of Distributed Data Series Similarity Search
    2023/01/25 by Manos Chatzakis, Chatzakis, Manos, Panagiota Fatourou +7 · 2 citations
    Computer Science · #Data Management and Algorithms #Data Stream Mining Techniques #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #Time Series Analysis and Forecasting #and Cluster Computing (cs.DC)
13. ParIS+: Data Series Indexing on Multi-Core Architectures
    2020/09/01 by Botao Peng, Peng, Botao, Panagiota Fatourou +3 · 1 citation
    Computer Science · Economics, Econometrics and Finance · Decision Sciences · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis #Stock Market Forecasting Methods
14. CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
    2025/08/04 by Xie, Shifeng, Vasilii Feofanov, Ambroise Odonnat +13 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
15. Fast Data Series Indexing for In-Memory Data
    2021/10/14 by Botao Peng, Panagiota Fatourou, Peng, Botao +3 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Music and Audio Processing #Time Series Analysis and Forecasting
16. Fast and Exact Similarity Search in less than a Blink of an Eye
    2024/11/26 by Patrick Schäfer, Schäfer, Patrick, Brand, Jakob +6 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
17. AgenticER: the next frontier in Entity Resolution
    2026/07/29 by George Papadakis, Panos Korovesis, Manolis Koubarakis +1
    Computer Science · #cs.DB
18. Post-Training in Time Series Foundation Models: A Unifying Framework
    2026/07/22 by Shifeng Xie, Ambroise Odonnat, Zehao Xiao +7
    Computer Science · #cs.LG #cs.AI