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PKDD/ECML 2022: Grenoble, France - Workshops
- 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
Workshop on Data Science for Social Good (SoGood 2022)
- Iris Dominguez-Catena
, Daniel Paternain
, Mikel Galar
:
Gender Stereotyping Impact in Facial Expression Recognition. 9-22 - Tito Griné
, Carla Teixeira Lopes
:
A Social Media Tool for Domain-Specific Information Retrieval - A Case Study in Human Trafficking. 23-38 - Raphael Fischer
, Matthias Jakobs
, Sascha Mücke
, Katharina Morik
:
A Unified Framework for Assessing Energy Efficiency of Machine Learning. 39-54 - Rodrigo Salles, Jérôme Mendes
, Rita P. Ribeiro
, João Gama
:
Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data. 55-70 - Francisco M. Caldas
, Cláudia Soares
:
A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding. 71-88 - Roberto Nai
, Emilio Sulis
, Paolo Pasteris
, Mirko Giunta, Rosa Meo
:
Exploitation and Merge of Information Sources for Public Procurement Improvement. 89-102 - Rúben X. Lôpo, Alípio M. Jorge
, Maria Pedroto
:
Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated Familial Amyloid Polyneuropathy Disease. 103-118 - Tai Le Quy
, Thi Huyen Nguyen
, Gunnar Friege
, Eirini Ntoutsi
:
Evaluation of Group Fairness Measures in Student Performance Prediction Problems. 119-136 - 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. 137-149 - Sónia Teixeira, Bruno Veloso
, José Coelho Rodrigues
, João Gama:
Ethical and Technological AI Risks Classification: A Human Vs Machine Approach. 150-166 - Callum Evans
, Hugo Barbosa
:
A Reinforcement Learning Algorithm for Fair Electoral Redistricting in Parliamentary Systems. 167-180 - Nirbhaya Shaji
, Thiago Andrade
, Rita P. Ribeiro
, João Gama
:
Study on Correlation Between Vehicle Emissions and Air Quality in Porto. 181-196 - Fawzia Zehra Kara-Isitt
, Stephen Swift
, Allan Tucker
:
Intelligently Detecting Information Online-Weaponisation Trends (IDIOT). 197-214
Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022)
- Enrico Giai, Nicola Poeta, David Turnbull:
Multi-modal Terminology Management - Corpora, Data Models, and Implementations in TermStar. 219-226 - Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella:
Cluster Algorithm for Social Choice. 227-237 - Areeba Umair
, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah:
Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVM. 238-247 - Matej Mihelcic
, Tomislav Smuc:
Rules, Subgroups and Redescriptions as Features in Classification Tasks. 248-260 - Loren Nuyts
, Laurens Devos
, Wannes Meert
, Jesse Davis
:
Bitpaths: Compressing Datasets Without Decreasing Predictive Performance. 261-268 - Michele Delli Veneri
, Lukasz Tychoniec
, Fabrizia Guglielmetti
, Eric Villard
, Giuseppe Longo
:
3D Detection of ALMA Sources Through Deep Learning. 269-280 - Paolo Mignone
, Donato Malerba
, Michelangelo Ceci
:
Anomaly Detection for Physical Threat Intelligence. 281-292
Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2022)
- Jonathan Haab, Nicolas Deutschmann, María Rodríguez Martínez:
Is Attention Interpretation? A Quantitative Assessment on Sets. 303-321 - Eric Ferreira Dos Santos
, Alessandra Mileo
:
From Disentangled Representation to Concept Ranking: Interpreting Deep Representations in Image Classification Tasks. 322-335 - Sam Pinxteren, Marco Favier
, Toon Calders:
RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound Propagation. 336-352 - Johannes Jakubik
, Jakob Schöffer
, Vincent Hoge, Michael Vössing, Niklas Kühl:
An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making. 353-368 - Nikolaos Mylonas
, Ioannis Mollas
, Nick Bassiliades
, Grigorios Tsoumakas
:
Local Multi-label Explanations for Random Forest. 369-384 - Husam Abdelqader, Evgueni N. Smirnov, Marc Pont, Marciano Geijselaers:
Interpretable and Reliable Rule Classification Based on Conformal Prediction. 385-401 - Alejandro Kuratomi, Evaggelia Pitoura, Panagiotis Papapetrou, Tony Lindgren, Panayiotis Tsaparas:
Measuring the Burden of (Un)fairness Using Counterfactuals. 402-417 - Raphael Baudeu
, Marvin N. Wright
, Markus Loecher
:
Are SHAP Values Biased Towards High-Entropy Features? 418-433 - Enrique Valero-Leal
, Manuel Campos
, Jose M. Juarez
:
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping. 434-451 - Corentin Boidot
, Olivier Augereau
, Pierre De Loor
, Riwal Lefort
:
Limits of XAI Application-Grounded Evaluation: An E-Sport Prediction Example. 452-466 - Ataollah Kamal, Elouan Vincent, Marc Plantevit, Céline Robardet:
Improving the Quality of Rule-Based GNN Explanations. 467-482 - Marta Marchiori Manerba
, Virginia Morini
:
Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role? 483-497 - Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki:
On the Granularity of Explanations in Model Agnostic NLP Interpretability. 498-512
Workshop on Uplift Modeling (UMOD 2022)
- Deddy Jobson:
Estimating the Impact of Coupon Non-usage. 517-523 - Magdalena Grabarczyk, Krzysztof Rudas
:
Shrinkage Estimators for Uplift Regression. 524-537
Workshop on IoT, Edge and Mobile for Embedded Machine Learning (ITEM 2022)
- Xiaotian Guo
, Andy D. Pimentel
, Todor P. Stefanov
:
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge. 545-556 - 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. 557-568 - Tiberius-George Sorescu, Chandrakanth R. Kancharla
, Jeroen Boydens
, Hans Hallez
, Mathias Verbeke
:
Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training. 569-581 - Adrian Osterwind
, Julian Droste-Rehling, Manoj Rohit Vemparala, Domenik Helms
:
Hardware Execution Time Prediction for Neural Network Layers. 582-593 - Chao Qian, Tianheng Ling, Gregor Schiele:
Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs. 594-605 - 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. 606-617 - Han Wu, Holland Qian, Huaming Wu, Aad van Moorsel:
LDRNet: Enabling Real-Time Document Localization on Mobile Devices. 618-629
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