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Publication search results
found 43 matches
- 2023
- Irena Koprinska
, Paolo Mignone, Riccardo Guidotti
, Szymon Jaroszewicz, Holger Fröning
, Francesco Gullo, Pedro M. Ferreira
, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk
, João Gama
, Rita P. Ribeiro, Ricard Gavaldà
, Elio Masciari
, Zbigniew W. Ras
, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek
, Wouter Verbeke
, Gregor Schiele
, Franz Pernkopf
, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice
, Giuseppina Andresini
, Ibéria Medeiros, Guilherme Graça
, Lee A. D. Cooper
, Naghmeh Ghazaleh
, Jonas Richiardi
, Diego Saldana Miranda, Konstantinos Sechidis
, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet
, Sepideh Pashami
:
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I. Communications in Computer and Information Science 1752, Springer 2023, ISBN 978-3-031-23617-4 [contents] - 2022
- Raphael Fischer
, Matthias Jakobs
, Sascha Mücke
, Katharina Morik
:
A Unified Framework for Assessing Energy Efficiency of Machine Learning. PKDD/ECML Workshops (1) 2022: 39-54 - Chao Qian, Tianheng Ling, Gregor Schiele:
Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs. PKDD/ECML Workshops (1) 2022: 594-605 - Husam Abdelqader, Evgueni N. Smirnov, Marc Pont, Marciano Geijselaers:
Interpretable and Reliable Rule Classification Based on Conformal Prediction. PKDD/ECML Workshops (1) 2022: 385-401 - Gil Emmanuel Bancud, Alex John Labanon, Neil Angelo Abreo, Vladimer Kobayashi:
Combining Image Enhancement Techniques and Deep Learning for Shallow Water Benthic Marine Litter Detection. PKDD/ECML Workshops (1) 2022: 137-149 - Raphael Baudeu
, Marvin N. Wright
, Markus Loecher
:
Are SHAP Values Biased Towards High-Entropy Features? PKDD/ECML Workshops (1) 2022: 418-433 - Corentin Boidot
, Olivier Augereau
, Pierre De Loor
, Riwal Lefort
:
Limits of XAI Application-Grounded Evaluation: An E-Sport Prediction Example. PKDD/ECML Workshops (1) 2022: 452-466 - Francisco M. Caldas
, Cláudia Soares
:
A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding. PKDD/ECML Workshops (1) 2022: 71-88 - Iris Dominguez-Catena
, Daniel Paternain
, Mikel Galar
:
Gender Stereotyping Impact in Facial Expression Recognition. PKDD/ECML Workshops (1) 2022: 9-22 - Callum Evans
, Hugo Barbosa
:
A Reinforcement Learning Algorithm for Fair Electoral Redistricting in Parliamentary Systems. PKDD/ECML Workshops (1) 2022: 167-180 - Enrico Giai, Nicola Poeta, David Turnbull:
Multi-modal Terminology Management - Corpora, Data Models, and Implementations in TermStar. PKDD/ECML Workshops (1) 2022: 219-226 - Magdalena Grabarczyk, Krzysztof Rudas
:
Shrinkage Estimators for Uplift Regression. PKDD/ECML Workshops (1) 2022: 524-537 - Tito Griné
, Carla Teixeira Lopes
:
A Social Media Tool for Domain-Specific Information Retrieval - A Case Study in Human Trafficking. PKDD/ECML Workshops (1) 2022: 23-38 - Xiaotian Guo
, Andy D. Pimentel
, Todor P. Stefanov
:
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge. PKDD/ECML Workshops (1) 2022: 545-556 - Jonathan Haab, Nicolas Deutschmann, María Rodríguez Martínez:
Is Attention Interpretation? A Quantitative Assessment on Sets. PKDD/ECML Workshops (1) 2022: 303-321 - Johannes Jakubik
, Jakob Schöffer
, Vincent Hoge, Michael Vössing, Niklas Kühl:
An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making. PKDD/ECML Workshops (1) 2022: 353-368 - Deddy Jobson:
Estimating the Impact of Coupon Non-usage. PKDD/ECML Workshops (1) 2022: 517-523 - Ataollah Kamal, Elouan Vincent, Marc Plantevit, Céline Robardet:
Improving the Quality of Rule-Based GNN Explanations. PKDD/ECML Workshops (1) 2022: 467-482 - Fawzia Zehra Kara-Isitt
, Stephen Swift
, Allan Tucker
:
Intelligently Detecting Information Online-Weaponisation Trends (IDIOT). PKDD/ECML Workshops (1) 2022: 197-214 - Fabian Kreß
, Julian Höfer
, Tim Hotfilter
, Iris Walter
, El Mahdi El Annabi, Tanja Harbaum
, Jürgen Becker:
Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGA. PKDD/ECML Workshops (1) 2022: 557-568 - Alejandro Kuratomi, Evaggelia Pitoura, Panagiotis Papapetrou, Tony Lindgren, Panayiotis Tsaparas:
Measuring the Burden of (Un)fairness Using Counterfactuals. PKDD/ECML Workshops (1) 2022: 402-417 - Rúben X. Lôpo, Alípio M. Jorge
, Maria Pedroto
:
Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated Familial Amyloid Polyneuropathy Disease. PKDD/ECML Workshops (1) 2022: 103-118 - Marta Marchiori Manerba
, Virginia Morini
:
Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role? PKDD/ECML Workshops (1) 2022: 483-497 - Paolo Mignone
, Donato Malerba
, Michelangelo Ceci
:
Anomaly Detection for Physical Threat Intelligence. PKDD/ECML Workshops (1) 2022: 281-292 - Matej Mihelcic
, Tomislav Smuc:
Rules, Subgroups and Redescriptions as Features in Classification Tasks. PKDD/ECML Workshops (1) 2022: 248-260 - Nikolaos Mylonas
, Ioannis Mollas
, Nick Bassiliades
, Grigorios Tsoumakas
:
Local Multi-label Explanations for Random Forest. PKDD/ECML Workshops (1) 2022: 369-384 - Roberto Nai
, Emilio Sulis
, Paolo Pasteris
, Mirko Giunta, Rosa Meo
:
Exploitation and Merge of Information Sources for Public Procurement Improvement. PKDD/ECML Workshops (1) 2022: 89-102 - Loren Nuyts
, Laurens Devos
, Wannes Meert
, Jesse Davis
:
Bitpaths: Compressing Datasets Without Decreasing Predictive Performance. PKDD/ECML Workshops (1) 2022: 261-268 - Adrian Osterwind
, Julian Droste-Rehling, Manoj Rohit Vemparala, Domenik Helms
:
Hardware Execution Time Prediction for Neural Network Layers. PKDD/ECML Workshops (1) 2022: 582-593 - Sam Pinxteren, Marco Favier
, Toon Calders:
RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound Propagation. PKDD/ECML Workshops (1) 2022: 336-352
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