Palpanas, Themis

1. Dive into Time-Series Anomaly Detection: A Decade Review
   2024/12/29 by Paul Boniol, Boniol, Paul, Qinghua Liu +7 · 16 voices · 4 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 · 10 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, Dimitrios Skoutas, Papadakis, George +5 · 4 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 · 12 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 · 6 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 Approximate Similarity Search
   2020/06/20 by Echihabi, Karima, Zoumpatianos, Kostas, Palpanas, Themis +1 · 2 citations
   #Databases (cs.DB) #FOS: Computer and information sciences
7. The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art
   2020/06/20 by Echihabi, Karima, Zoumpatianos, Kostas, Palpanas, Themis +1 · 2 citations
   #Databases (cs.DB) #FOS: Computer and information sciences
8. End-to-End Entity Resolution for Big Data: A Survey
   2019/05/15 by Christophides, Vassilis, Efthymiou, Vasilis, Palpanas, Themis +2 · 1 citation
   #Databases (cs.DB) #FOS: Computer and information sciences
9. Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
   2024/06/14 by Romain Ilbert, Ilbert, Romain, Malik Tiomoko +11 · 3 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
10. Coconut: a scalable bottom-up approach for building data series indexes
    2020/06/20 by Kondylakis, Haridimos, Dayan, Niv, Zoumpatianos, Kostas +1 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences
11. Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series
    2020/08/31 by Linardi, Michele, Zhu, Yan, Palpanas, Themis +1 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences
12. 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
13. CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
    2025/08/04 by Vasilii Feofanov, Xie, Shifeng, Feofanov, Vasilii +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
14. Fast Data Series Indexing for In-Memory Data
    2021/10/14 by Botao Peng, Peng, Botao, Panagiota Fatourou +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
15. Odyssey: A Journey in the Land of Distributed Data Series Similarity Search
    2023/01/26 by Chatzakis, Manos, Fatourou, Panagiota, Kosmas, Eleftherios +2 · 1 citation
    #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
16. Dimensionality-Reduction Techniques for Approximate Nearest Neighbor Search: A Survey and Evaluation
    2024/03/20 by Zeyu Wang, Haoran Xiong, Wang, Zeyu +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Optimization and Search Problems
17. 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 · 1 citation
    Computer Science · #Data Management and Algorithms #Metaheuristic Optimization Algorithms Research #Video Surveillance and Tracking Methods
18. Fast and Exact Similarity Search in less than a Blink of an Eye
    2024/11/26 by Schäfer, Patrick, Brand, Jakob, Leser, Ulf +2 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences