default search action
PKDD/ECML 2022: Grenoble, France - Workshops
- Irena Koprinska
, Paolo Mignone, Riccardo Guidotti
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
Gender Stereotyping Impact in Facial Expression Recognition. 9-22 - Tito Griné
A Social Media Tool for Domain-Specific Information Retrieval - A Case Study in Human Trafficking. 23-38 - Raphael Fischer
A Unified Framework for Assessing Energy Efficiency of Machine Learning. 39-54 - Rodrigo Salles, Jérôme Mendes
Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data. 55-70 - Francisco M. Caldas
A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding. 71-88 - Roberto Nai
Exploitation and Merge of Information Sources for Public Procurement Improvement. 89-102 - Rúben X. Lôpo, Alípio M. Jorge
Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated Familial Amyloid Polyneuropathy Disease. 103-118 - Tai Le Quy
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
Ethical and Technological AI Risks Classification: A Human Vs Machine Approach. 150-166 - Callum Evans
A Reinforcement Learning Algorithm for Fair Electoral Redistricting in Parliamentary Systems. 167-180 - Nirbhaya Shaji
Study on Correlation Between Vehicle Emissions and Air Quality in Porto. 181-196 - Fawzia Zehra Kara-Isitt
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
Sentimental Analysis of COVID-19 Vaccine Tweets Using BERT+NBSVM. 238-247 - Matej Mihelcic
Rules, Subgroups and Redescriptions as Features in Classification Tasks. 248-260 - Loren Nuyts
Bitpaths: Compressing Datasets Without Decreasing Predictive Performance. 261-268 - Michele Delli Veneri
3D Detection of ALMA Sources Through Deep Learning. 269-280 - Paolo Mignone
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
From Disentangled Representation to Concept Ranking: Interpreting Deep Representations in Image Classification Tasks. 322-335 - Sam Pinxteren, Marco Favier
RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound Propagation. 336-352 - Johannes Jakubik
An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making. 353-368 - Nikolaos Mylonas
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
Are SHAP Values Biased Towards High-Entropy Features? 418-433 - Enrique Valero-Leal
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping. 434-451 - Corentin Boidot
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
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
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge. 545-556 - Fabian Kreß
Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGA. 557-568 - Tiberius-George Sorescu, Chandrakanth R. Kancharla
Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training. 569-581 - Adrian Osterwind
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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-11-15 19:19 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: