|
|
|
|
Venues (Conferences, Journals, ...)
|
|
|
GrowBag graphs for keyword ? (Num. hits/coverage)
Group by:
No Growbag Graphs found.
|
|
|
|
|
Results
Found 46 publication records. Showing 46 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Grzegorz Haranczyk |
Change Points Detection in Multivariate Signal Applied to Human Activity Segmentation. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthew Middlehurst, Anthony J. Bagnall |
Extracting Features from Random Subseries: A Hybrid Pipeline for Time Series Classification and Extrinsic Regression. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher MacKinnon, Robert Atkinson |
Designing a New Search Space for Multivariate Time-Series Neural Architecture Search. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Fieback, Bidya Dash, Jakob Spiegelberg, Hanno Gottschalk |
Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca A. Bennett, Zahraa S. Abdallah |
RED CoMETS: An Ensemble Classifier for Symbolically Represented Multivariate Time Series. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Sara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi |
Rail Crack Propagation Forecasting Using Multi-horizons RNNs. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Anthony Hills, Adam Tsakalidis, Maria Liakata |
Time-Aware Predictions of Moments of Change in Longitudinal User Posts on Social Media. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Christopher Holder, David Guijo-Rubio, Anthony J. Bagnall |
Clustering Time Series with k-Medoids Based Algorithms. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Bhaskar Dhariyal, Thach Le Nguyen, Georgiana Ifrim |
Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Arik Ermshaus, Patrick Schäfer 0001, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire 0001, Ulf Leser, Colin Leverger, Simon Malinowski |
Human Activity Segmentation Challenge @ ECML/PKDD'23. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer 0001, Simon Malinowski, Thomas Guyet, Vincent Lemaire 0001 (eds.) |
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ting-Ji Huang, Qi-Le Zhou, Han-Jia Ye, De-Chuan Zhan |
Change Point Detection via Synthetic Signals. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolò Rubattu, Gabriele Maroni, Giorgio Corani |
Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer 0001, Vincent Lemaire 0001 (eds.) |
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Rashmi Dutta Baruah, Mario Muñoz Organero |
Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Shima Imani, Harsh Shrivastava 0001 |
tGLAD: A Sparse Graph Recovery Based Approach for Multivariate Time Series Segmentation. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Davide Italo Serramazza, Thu Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim |
Evaluating Explanation Methods for Multivariate Time Series Classification. |
AALTD@ECML/PKDD |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Alejandro Pasos Ruiz, Anthony J. Bagnall |
Dimension Selection Strategies for Multivariate Time Series Classification with HIVE-COTEv2.0. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia |
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Thach Le Nguyen, Georgiana Ifrim |
Fast Time Series Classification with Random Symbolic Subsequences. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot |
Experimental Study of Time Series Forecasting Methods for Groundwater Level Prediction. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Niccolò Zangrando, Piero Fraternali, Rocio Nahime Torres, Marco Petri, Nicolò Oreste Pinciroli Vago, Sergio Herrera |
ODIN AD: A Framework Supporting the Life-Cycle of Time Series Anomaly Detection Applications. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Arik Ermshaus, Patrick Schäfer 0001, Ulf Leser |
Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Nathan Morsa |
EDGAR: Embedded Detection of Gunshots by AI in Real-time. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sepideh Koohfar, Laura Dietz |
Adjustable Context-Aware Transformer. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier |
Data Augmentation for Time Series Classification with Deep Learning Models. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ángel López-Oriona, Pablo Montero-Manso, José Antonio Vilar |
Clustering of Time Series Based on Forecasting Performance of Global Models. |
AALTD@ECML/PKDD |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Alessio Benavoli, Giorgio Corani |
State Space Approximation of Gaussian Processes for Time Series Forecasting. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Cristian Axenie, Rongye Shi, Daniele Foroni, Alexander Wieder, Mohamad Al Hajj Hassan, Paolo Sottovia, Margherita Grossi, Stefano Bortoli, Götz Brasche |
TRAMESINO: Traffic Memory System for Intelligent Optimization of Road Traffic Control. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Surabhi Agarwal, Trang Thu Nguyen, Thach Le Nguyen, Georgiana Ifrim |
Ranking by Aggregating Referees: Evaluating the Informativeness of Explanation Methods for Time Series Classification. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom van de Looij, Mozhdeh Ariannezhad |
Cluster-Based Forecasting for Intermittent and Non-intermittent Time Series. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Bhaskar Dhariyal, Thach Le Nguyen, Georgiana Ifrim |
Fast Channel Selection for Scalable Multivariate Time Series Classification. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Abdul Hameed Azeemi, Muhammad Hamza Sohail, Talha Zubair, Muaz Maqbool, Irfan Younas, Omair Shafiq 0001 |
RevDet: Robust and Memory Efficient Event Detection and Tracking in Large News Feeds. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Olli-Pekka Rinta-Koski, Miki Sirola, Le Ngu Nguyen, Jaakko Hollmén |
State Discovery and Prediction from Multivariate Sensor Data. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Lemaire 0001, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim (eds.) |
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Laurens P. Stoop, Erik Duijm, Ad Feelders, Machteld van den Broek |
Detection of Critical Events in Renewable Energy Production Time Series. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastian Pineda-Arango, Felix Heinrich, Kiran Madhusudhanan, Lars Schmidt-Thieme |
Multimodal Meta-Learning for Time Series Regression. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mathieu Chambard, Thomas Guyet, Yên-Lan NGuyen, Etienne Audureau |
Temporal Phenotyping for Characterisation of Hospital Care Pathways of COVID19 Patients. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Julien Audibert, Sébastien Marti, Frédéric Guyard, Maria A. Zuluaga |
From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant |
Non-parametric Multivariate Time Series Co-clustering Model Applied to Driving-Assistance Systems Validation. |
AALTD@ECML/PKDD |
2021 |
DBLP DOI BibTeX RDF |
|
Displaying result #1 - #46 of 46 (100 per page; Change: )
|
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")
data released under the ODC-BY 1.0 license