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Publication search results
found 42 matches
- 2023
- Taufique Ahmed, Luca Longo:
Latent Space Interpretation and Visualisation for Understanding the Decisions of Convolutional Variational Autoencoders Trained with EEG Topographic Maps. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 65-70 - Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni:
When Attention Turn To Be Explanation. A Case Study in Recommender Systems. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 129-134 - José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea:
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 164-168 - Aurelio Barrera-Vicent, Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo:
The Metric-aware Kernel-width Choice for LIME. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 117-122 - Isacco Beretta, Eleonora Cappuccio, Marta Marchiori Manerba:
User-Driven Counterfactual Generator: A Human Centered Exploration. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 83-88 - Anubhav Bhatti, Naveen Thangavelu, Marium Hassan, Choongmin Kim, San Lee, Yonghwan Kim, Jang Yong Kim:
Interpreting Forecasted Vital Signs Using N-BEATS in Sepsis Patients. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 12-17 - Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa:
Why Industry 5.0 Needs XAI 2.0? xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 1-6 - Ana Bucchi, Gabriel M. Fonseca:
Is the Common Approach used to Identify Social Biases in Artificial Intelligence also Biased? xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 42-46 - Arjun Vinayak Chikkankod:
Deep Clustering as a Unified Method for Representation Learning and Clustering of EEG Data for Microstate Theory. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 177-184 - Franca Corradini:
Probabilistic Modelling for Design and Verification of Trustworthy Autonomous Systems. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 169-176 - Oleksandr Davydko:
Lung images Classification with Textural Characteristics and Hybrid Classification Schemes. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 225-232 - Ivania Donoso-Guzmán:
Designing an Evaluation Framework for eXplainable AI in the Healthcare Domain. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 201-208 - Andrea Fedele:
Explain and Interpret Few-Shot Learning. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 233-240 - Björn Forcher, Patrick Menold, Moritz Weixler, Jörg Schmitt, Samuel Wagner:
Evaluation of Explainable AI methods for Classification Tasks in Visual Inspection. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 77-82 - Gargi Gupta:
Post Hoc Explanations for RNNs using State Transition Representations for Time Series Data. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 249-255 - Tessel Haagen, Heysem Kaya, Joop Snijder, Melchior Nierman:
AutoXplain: Towards Automated Interpretable Model Selection. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 18-23 - Luca Heising:
Accelerating Implementation of Artificial Intelligence in Radiotherapy through Explainability. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 217-224 - Martin Jullum, Jacob Sjødin, Robindra Prabhu, Anders Løland:
eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods for your Explainability Needs. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 146-151 - Kristýna Sirka Kacafírková, Sara Polak, Myriam Sillevis Smitt, Shirley A. Elprama, An Jacobs:
Trustworthy Enough? Evaluation of an AI Decision Support System for Healthcare Professionals. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 7-11 - Mert Keser:
Real-Time Explainable Plausibility Verification for DNN-based Automotive Perception. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 185-192 - Marija Kopanja, Sanja Brdar, Stefan Hacko:
Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAP. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 95-100 - Felix Liedeker, Philipp Cimiano:
A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 36-41 - Luca Longo:
Preface. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023 - German Magai, Artem Soroka:
Explaining the Transfer Learning Ability of a Deep Neural Networks by Means of Representations. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 101-106 - Marta Marchiori Manerba:
Fairness Auditing, Explanation and Debiasing in Linguistic Data and Language Models. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 241-248 - Ephrem Tibebe Mekonnen, Pierpaolo Dondio, Luca Longo:
Explaining Deep Learning Time Series Classification Models using a Decision Tree-Based Post-Hoc XAI Method. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 71-76 - Sofia Morandini, Federico Fraboni, Gabriele Puzzo, Davide Giusino, Lucia Volpi, Hannah Brendel, Enzo Balatti, Marco de Angelis, Andrea De Cesarei, Luca Pietrantoni:
Examining the Nexus between Explainability of AI Systems and User's Trust: A Preliminary Scoping Review. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 30-35 - Florian Osswald, Roman Bartolosch, Torsten Fiolka, Engelbert Hartmann, Bernhard Krach, Jan Feil, Martin Lederer:
FCAS Ethical AI Demonstrator. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 152-157 - Nicoletta Prentzas:
Argumentation-based Explainable Machine Learning ArgEML: α-Version Technical Details. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 158-163 - Bahram Salamat Ravandi:
Personalized Human-Robot Interaction in Companion Social Robots. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 209-216
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