PKDD/ECML Workshops (1)

Keyphrases

Publications

volume 1752, 2023

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 PKDD/ECML Workshops (1) 1752 (2023)

2022

Ataollah Kamal, Elouan Vincent, Marc Plantevit, Céline Robardet
Improving the Quality of Rule-Based GNN Explanations. PKDD/ECML Workshops (1) (2022)
Fawzia Zehra Kara-Isitt, Stephen Swift, Allan Tucker
Intelligently Detecting Information Online-Weaponisation Trends (IDIOT). PKDD/ECML Workshops (1) (2022)
Raphael Baudeu, Marvin N. Wright, Markus Loecher
Are SHAP Values Biased Towards High-Entropy Features? PKDD/ECML Workshops (1) (2022)
Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik
A Unified Framework for Assessing Energy Efficiency of Machine Learning. PKDD/ECML Workshops (1) (2022)
Enrico Giai, Nicola Poeta, David Turnbull
Multi-modal Terminology Management - Corpora, Data Models, and Implementations in TermStar. PKDD/ECML Workshops (1) (2022)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Gender Stereotyping Impact in Facial Expression Recognition. PKDD/ECML Workshops (1) (2022)
Alejandro Kuratomi, Evaggelia Pitoura, Panagiotis Papapetrou, Tony Lindgren, Panayiotis Tsaparas
Measuring the Burden of (Un)fairness Using Counterfactuals. PKDD/ECML Workshops (1) (2022)
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)
Jonathan Haab, Nicolas Deutschmann, María Rodríguez Martínez
Is Attention Interpretation? A Quantitative Assessment on Sets. PKDD/ECML Workshops (1) (2022)
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)
Nirbhaya Shaji, Thiago Andrade, Rita P. Ribeiro, João Gama
Study on Correlation Between Vehicle Emissions and Air Quality in Porto. PKDD/ECML Workshops (1) (2022)
Callum Evans, Hugo Barbosa
A Reinforcement Learning Algorithm for Fair Electoral Redistricting in Parliamentary Systems. PKDD/ECML Workshops (1) (2022)
Adrian Osterwind, Julian Droste-Rehling, Manoj Rohit Vemparala, Domenik Helms
Hardware Execution Time Prediction for Neural Network Layers. PKDD/ECML Workshops (1) (2022)
Michele Delli Veneri, Lukasz Tychoniec, Fabrizia Guglielmetti, Eric Villard, Giuseppe Longo
3D Detection of ALMA Sources Through Deep Learning. PKDD/ECML Workshops (1) (2022)
Rodrigo Salles, Jérôme Mendes, Rita P. Ribeiro, João Gama
Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data. PKDD/ECML Workshops (1) (2022)
Paolo Mignone, Donato Malerba, Michelangelo Ceci
Anomaly Detection for Physical Threat Intelligence. PKDD/ECML Workshops (1) (2022)
Han Wu, Holland Qian, Huaming Wu, Aad van Moorsel
LDRNet: Enabling Real-Time Document Localization on Mobile Devices. PKDD/ECML Workshops (1) (2022)
Manuele Rusci, Marco Fariselli, Martin Croome, Francesco Paci, Eric Flamand
Accelerating RNN-Based Speech Enhancement on a Multi-core MCU with Mixed FP16-INT8 Post-training Quantization. PKDD/ECML Workshops (1) (2022)
Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki
On the Granularity of Explanations in Model Agnostic NLP Interpretability. PKDD/ECML Workshops (1) (2022)
Loren Nuyts, Laurens Devos, Wannes Meert, Jesse Davis
Bitpaths: Compressing Datasets Without Decreasing Predictive Performance. PKDD/ECML Workshops (1) (2022)
Magdalena Grabarczyk, Krzysztof Rudas
Shrinkage Estimators for Uplift Regression. PKDD/ECML Workshops (1) (2022)
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)
Enrique Valero-Leal, Manuel Campos, Jose M. Juarez
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping. PKDD/ECML Workshops (1) (2022)
Marta Marchiori Manerba, Virginia Morini
Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role? PKDD/ECML Workshops (1) (2022)
Husam Abdelqader, Evgueni Smirnov, Marc Pont, Marciano Geijselaers
Interpretable and Reliable Rule Classification Based on Conformal Prediction. PKDD/ECML Workshops (1) (2022)
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge. PKDD/ECML Workshops (1) (2022)
Deddy Jobson
Estimating the Impact of Coupon Non-usage. PKDD/ECML Workshops (1) (2022)
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)
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)
Sam Pinxteren, Marco Favier, Toon Calders
RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound Propagation. PKDD/ECML Workshops (1) (2022)
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)
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)
Tai Le Quy, Thi Huyen Nguyen, Gunnar Friege, Eirini Ntoutsi
Evaluation of Group Fairness Measures in Student Performance Prediction Problems. PKDD/ECML Workshops (1) (2022)
Eric Ferreira Dos Santos, Alessandra Mileo
From Disentangled Representation to Concept Ranking: Interpreting Deep Representations in Image Classification Tasks. PKDD/ECML Workshops (1) (2022)
Matej Mihelcic, Tomislav Smuc
Rules, Subgroups and Redescriptions as Features in Classification Tasks. PKDD/ECML Workshops (1) (2022)
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)
Tiberius-George Sorescu, Chandrakanth R. Kancharla, Jeroen Boydens, Hans Hallez, Mathias Verbeke
Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training. PKDD/ECML Workshops (1) (2022)
Sónia Teixeira, Bruno Veloso, José Coelho Rodrigues, João Gama
Ethical and Technological AI Risks Classification: A Human Vs Machine Approach. PKDD/ECML Workshops (1) (2022)
Francisco M. Caldas, Cláudia Soares
A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding. PKDD/ECML Workshops (1) (2022)
Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella
Cluster Algorithm for Social Choice. PKDD/ECML Workshops (1) (2022)
Areeba Umair, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah
Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVM. PKDD/ECML Workshops (1) (2022)
Nikolaos Mylonas, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
Local Multi-label Explanations for Random Forest. PKDD/ECML Workshops (1) (2022)

2021

volume 1524, 2021

Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I PKDD/ECML Workshops (1) 1524 (2021)