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Publication search results
found 110 matches
- 2023
- Rashmi Dutta Baruah, Mario Muñoz Organero:
Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction. AALTD@ECML/PKDD 2023: 243-259 - Luca A. Bennett, Zahraa S. Abdallah:
RED CoMETS: An Ensemble Classifier for Symbolically Represented Multivariate Time Series. AALTD@ECML/PKDD 2023: 76-91 - Bidya Dash, Shreyas Bilagi, Jasmin Breitenstein, Volker Schomerus, Thorsten Bagdonat, Tim Fingscheidt:
Deep Long Term Prediction for Semantic Segmentation in Autonomous Driving. AALTD@ECML/PKDD 2023: 92-112 - Bhaskar Dhariyal, Thach Le Nguyen, Georgiana Ifrim:
Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms. AALTD@ECML/PKDD 2023: 205-229 - Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski:
Human Activity Segmentation Challenge @ ECML/PKDD'23. AALTD@ECML/PKDD 2023: 3-13 - Laura Fieback, Bidya Dash, Jakob Spiegelberg, Hanno Gottschalk:
Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks. AALTD@ECML/PKDD 2023: 145-158 - Grzegorz Haranczyk:
Change Points Detection in Multivariate Signal Applied to Human Activity Segmentation. AALTD@ECML/PKDD 2023: 14-24 - Anthony Hills, Adam Tsakalidis, Maria Liakata:
Time-Aware Predictions of Moments of Change in Longitudinal User Posts on Social Media. AALTD@ECML/PKDD 2023: 293-305 - Christopher Holder, David Guijo-Rubio, Anthony J. Bagnall:
Clustering Time Series with k-Medoids Based Algorithms. AALTD@ECML/PKDD 2023: 39-55 - Ting-Ji Huang, Qi-Le Zhou, Han-Jia Ye, De-Chuan Zhan:
Change Point Detection via Synthetic Signals. AALTD@ECML/PKDD 2023: 25-35 - Shima Imani, Harsh Shrivastava:
tGLAD: A Sparse Graph Recovery Based Approach for Multivariate Time Series Segmentation. AALTD@ECML/PKDD 2023: 176-189 - Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier:
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD 2023: 127-142 - Changhong Jin, John Upton, Brian Mac Namee:
Do Cows Have Fingerprints? Using Time Series Techniques and Milk Flow Profiles to Characterise Cow Milking Performance and Detect Health Issues. AALTD@ECML/PKDD 2023: 230-242 - Christopher MacKinnon, Robert Atkinson:
Designing a New Search Space for Multivariate Time-Series Neural Architecture Search. AALTD@ECML/PKDD 2023: 190-204 - Matthew Middlehurst, Anthony J. Bagnall:
Extracting Features from Random Subseries: A Hybrid Pipeline for Time Series Classification and Extrinsic Regression. AALTD@ECML/PKDD 2023: 113-126 - Sara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi:
Rail Crack Propagation Forecasting Using Multi-horizons RNNs. AALTD@ECML/PKDD 2023: 260-275 - Nicolò Rubattu, Gabriele Maroni, Giorgio Corani:
Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies. AALTD@ECML/PKDD 2023: 276-292 - Davide Italo Serramazza, Thu Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim:
Evaluating Explanation Methods for Multivariate Time Series Classification. AALTD@ECML/PKDD 2023: 159-175 - Jimeng Shi, Rukmangadh Myana, Vitalii Stebliankin, Azam Shirali, Giri Narasimhan:
Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting. AALTD@ECML/PKDD 2023: 56-75 - Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13812, Springer 2023, ISBN 978-3-031-24377-6 [contents] - Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14343, Springer 2023, ISBN 978-3-031-49895-4 [contents] - 2022
- Oshana Dissanayake, Sarah McPherson, Emer Kennedy, Katie Sugrue, Muireann Conneely, Laurence Shalloo, Pádraig Cunningham, Lucile Riaboff:
Identification of the Best Accelerometer Features and Time-Scale to Detect Disturbances in Calves. AALTD@ECML/PKDD 2022: 167-180 - Arik Ermshaus, Patrick Schäfer, Ulf Leser:
Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark. AALTD@ECML/PKDD 2022: 83-101 - Sepideh Koohfar, Laura Dietz:
Adjustable Context-Aware Transformer. AALTD@ECML/PKDD 2022: 3-17 - Ángel López-Oriona, Pablo Montero-Manso, José Antonio Vilar:
Clustering of Time Series Based on Forecasting Performance of Global Models. AALTD@ECML/PKDD 2022: 18-33 - Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot:
Experimental Study of Time Series Forecasting Methods for Groundwater Level Prediction. AALTD@ECML/PKDD 2022: 34-49 - Nathan Morsa:
EDGAR: Embedded Detection of Gunshots by AI in Real-time. AALTD@ECML/PKDD 2022: 148-166 - Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD 2022: 66-82 - Thach Le Nguyen, Georgiana Ifrim:
Fast Time Series Classification with Random Symbolic Subsequences. AALTD@ECML/PKDD 2022: 50-65 - Neha Pant, Durga Toshniwal, Bhola Ram Gurjar:
Application of Attention Mechanism Combined with Long Short-Term Memory for Forecasting Dissolved Oxygen in Ganga River. AALTD@ECML/PKDD 2022: 105-116
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