Abstract is missing.
- Gender Stereotyping Impact in Facial Expression RecognitionIris Dominguez-Catena, Daniel Paternain, Mikel Galar. 9-22 [doi]
- A Social Media Tool for Domain-Specific Information Retrieval - A Case Study in Human TraffickingTito Griné, Carla Teixeira Lopes. 23-38 [doi]
- A Unified Framework for Assessing Energy Efficiency of Machine LearningRaphael Fischer 0001, Matthias Jakobs, Sascha Mücke, Katharina Morik. 39-54 [doi]
- Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming DataRodrigo Salles, Jérôme Mendes, Rita P. Ribeiro, João Gama 0001. 55-70 [doi]
- A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department OvercrowdingFrancisco M. Caldas, Cláudia Soares. 71-88 [doi]
- Exploitation and Merge of Information Sources for Public Procurement ImprovementRoberto Nai, Emilio Sulis, Paolo Pasteris, Mirko Giunta, Rosa Meo. 89-102 [doi]
- Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated Familial Amyloid Polyneuropathy DiseaseRúben X. Lôpo, Alípio M. Jorge, Maria Pedroto. 103-118 [doi]
- Evaluation of Group Fairness Measures in Student Performance Prediction ProblemsTai Le Quy, Thi-Huyen Nguyen, Gunnar Friege, Eirini Ntoutsi. 119-136 [doi]
- Combining Image Enhancement Techniques and Deep Learning for Shallow Water Benthic Marine Litter DetectionGil Emmanuel Bancud, Alex John Labanon, Neil Angelo Abreo, Vladimer Kobayashi. 137-149 [doi]
- Ethical and Technological AI Risks Classification: A Human Vs Machine ApproachSónia Teixeira, Bruno Veloso, José Coelho Rodrigues, João Gama 0001. 150-166 [doi]
- A Reinforcement Learning Algorithm for Fair Electoral Redistricting in Parliamentary SystemsCallum Evans, Hugo Barbosa. 167-180 [doi]
- Study on Correlation Between Vehicle Emissions and Air Quality in PortoNirbhaya Shaji, Thiago Andrade, Rita P. Ribeiro, João Gama 0001. 181-196 [doi]
- Intelligently Detecting Information Online-Weaponisation Trends (IDIOT)Fawzia Zehra Kara-Isitt, Stephen Swift, Allan Tucker. 197-214 [doi]
- Multi-modal Terminology Management - Corpora, Data Models, and Implementations in TermStarEnrico Giai, Nicola Poeta, David Turnbull. 219-226 [doi]
- Cluster Algorithm for Social ChoiceEmanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella. 227-237 [doi]
- Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVMAreeba Umair, Elio Masciari, Giusi Madeo, Muhammad Habib Ullah. 238-247 [doi]
- Rules, Subgroups and Redescriptions as Features in Classification TasksMatej Mihelcic, Tomislav Smuc. 248-260 [doi]
- Bitpaths: Compressing Datasets Without Decreasing Predictive PerformanceLoren Nuyts, Laurens Devos, Wannes Meert, Jesse Davis. 261-268 [doi]
- 3D Detection of ALMA Sources Through Deep LearningMichele Delli Veneri, Lukasz Tychoniec, Fabrizia Guglielmetti, Eric Villard, Giuseppe Longo. 269-280 [doi]
- Anomaly Detection for Physical Threat IntelligencePaolo Mignone, Donato Malerba, Michelangelo Ceci. 281-292 [doi]
- Is Attention Interpretation? A Quantitative Assessment on SetsJonathan Haab, Nicolas Deutschmann, María Rodríguez Martínez. 303-321 [doi]
- From Disentangled Representation to Concept Ranking: Interpreting Deep Representations in Image Classification TasksEric Ferreira Dos Santos, Alessandra Mileo. 322-335 [doi]
- RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound PropagationSam Pinxteren, Marco Favier, Toon Calders. 336-352 [doi]
- An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-MakingJohannes Jakubik, Jakob Schöffer, Vincent Hoge, Michael Vössing, Niklas Kühl. 353-368 [doi]
- Local Multi-label Explanations for Random ForestNikolaos Mylonas, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas. 369-384 [doi]
- Interpretable and Reliable Rule Classification Based on Conformal PredictionHusam Abdelqader, Evgueni Smirnov, Marc Pont, Marciano Geijselaers. 385-401 [doi]
- Measuring the Burden of (Un)fairness Using CounterfactualsAlejandro Kuratomi, Evaggelia Pitoura, Panagiotis Papapetrou, Tony Lindgren, Panayiotis Tsaparas. 402-417 [doi]
- Are SHAP Values Biased Towards High-Entropy Features?Raphael Baudeu, Marvin N. Wright, Markus Loecher. 418-433 [doi]
- Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient PhenotypingEnrique Valero-Leal, Manuel Campos, Jose M. Juarez. 434-451 [doi]
- Limits of XAI Application-Grounded Evaluation: An E-Sport Prediction ExampleCorentin Boidot, Olivier Augereau, Pierre De Loor, Riwal Lefort. 452-466 [doi]
- Improving the Quality of Rule-Based GNN ExplanationsAtaollah Kamal, Elouan Vincent, Marc Plantevit, Céline Robardet. 467-482 [doi]
- Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability Play a Role?Marta Marchiori Manerba, Virginia Morini. 483-497 [doi]
- On the Granularity of Explanations in Model Agnostic NLP InterpretabilityYves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki. 498-512 [doi]
- Estimating the Impact of Coupon Non-usageDeddy Jobson. 517-523 [doi]
- Shrinkage Estimators for Uplift RegressionMagdalena Grabarczyk, Krzysztof Rudas. 524-537 [doi]
- Hierarchical Design Space Exploration for Distributed CNN Inference at the EdgeXiaotian Guo, Andy D. Pimentel, Todor P. Stefanov. 545-556 [doi]
- Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGAFabian Kreß, Julian Höfer, Tim Hotfilter, Iris Walter, El Mahdi El Annabi, Tanja Harbaum, Jürgen Becker 0001. 557-568 [doi]
- Framework to Evaluate Deep Learning Algorithms for Edge Inference and TrainingTiberius-George Sorescu, Chandrakanth R. Kancharla, Jeroen Boydens, Hans Hallez, Mathias Verbeke. 569-581 [doi]
- Hardware Execution Time Prediction for Neural Network LayersAdrian Osterwind, Julian Droste-Rehling, Manoj Rohit Vemparala, Domenik Helms. 582-593 [doi]
- Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAsChao Qian 0009, Tianheng Ling, Gregor Schiele. 594-605 [doi]
- Accelerating RNN-Based Speech Enhancement on a Multi-core MCU with Mixed FP16-INT8 Post-training QuantizationManuele Rusci, Marco Fariselli, Martin Croome, Francesco Paci, Eric Flamand. 606-617 [doi]
- LDRNet: Enabling Real-Time Document Localization on Mobile DevicesHan Wu 0001, Holland Qian, Huaming Wu, Aad van Moorsel. 618-629 [doi]