xAI (3)

Keyphrases

Publications

2023

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. xAI (3) (2023)
Lutz Terfloth, Michael Schaffer, Heike M. Buhl, Carsten Schulte
Adding Why to What? Analyses of an Everyday Explanation. xAI (3) (2023)
Van Bach Nguyen, Jörg Schlötterer, Christin Seifert
From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent. xAI (3) (2023)
Alexandre Goossens, Jan Vanthienen
Integrating GPT-Technologies with Decision Models for Explainability. xAI (3) (2023)
Andres Algaba, Carmen Mazijn, Carina Prunkl, Jan Danckaert, Vincent Ginis
LUCID-GAN: Conditional Generative Models to Locate Unfairness. xAI (3) (2023)
Giulia Vilone, Luca Longo
Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods. xAI (3) (2023)
Daisuke Yasui, Hiroshi Sato, Masao Kubo
Improving Local Fidelity of LIME by CVAE. xAI (3) (2023)
Sargam Yadav, Abhishek Kaushik, Kevin McDaid
Understanding Interpretability: Explainable AI Approaches for Hate Speech Classifiers. xAI (3) (2023)
Amir Miraki, Austeja Dapkute, Vytautas Siozinys, Martynas Jonaitis, Reza Arghandeh
Causal-Based Spatio-Temporal Graph Neural Networks for Industrial Internet of Things Multivariate Time Series Forecasting. xAI (3) (2023)
Ulrike Kuhl, André Artelt, Barbara Hammer
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI. xAI (3) (2023)
Tobias M. Peters, Roel W. Visser
The Importance of Distrust in AI. xAI (3) (2023)
Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe
Scalable Concept Extraction in Industry 4.0. xAI (3) (2023)
Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Leveraging Group Contrastive Explanations for Handling Fairness. xAI (3) (2023)
Ivania Donoso-Guzmán, Jeroen Ooge, Denis Parra, Katrien Verbert
Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI. xAI (3) (2023)
Giacomo De Bernardi, Sara Narteni, Enrico Cambiaso, Marco Muselli, Maurizio Mongelli
Weighted Mutual Information for Out-Of-Distribution Detection. xAI (3) (2023)
Nicoletta Prentzas, Constantinos S. Pattichis, Antonis C. Kakas
Explainable Machine Learning via Argumentation. xAI (3) (2023)
Milan Bhan, Nina Achache, Victor Legrand, Annabelle Blangero, Nicolas Chesneau
Evaluating Self-attention Interpretability Through Human-Grounded Experimental Protocol. xAI (3) (2023)
Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Liò
Concept Distillation in Graph Neural Networks. xAI (3) (2023)
Yiran Huang, Chaofan Li, Hansen Lu, Till Riedel, Michael Beigl
State Graph Based Explanation Approach for Black-Box Time Series Model. xAI (3) (2023)
Anastasia Natsiou, Seán O'Leary, Luca Longo
An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones. xAI (3) (2023)
Lucas Rizzo
A Novel Structured Argumentation Framework for Improved Explainability of Classification Tasks. xAI (3) (2023)
Muhammad Deedahwar Mazhar Qureshi, Muhammad Atif Qureshi, Wael Rashwan
Toward Inclusive Online Environments: Counterfactual-Inspired XAI for Detecting and Interpreting Hateful and Offensive Tweets. xAI (3) (2023)
Eric Yeh, Pedro Sequeira, Jesse Hostetler, Melinda T. Gervasio
Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent Space. xAI (3) (2023)
Stephan Wäldchen
Hardness of Deceptive Certificate Selection. xAI (3) (2023)
Udo Schlegel, Daniel A. Keim
A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI. xAI (3) (2023)
Carlos Gómez-Tapia, Bojan Bozic, Luca Longo
Investigating the Effect of Pre-processing Methods on Model Decision-Making in EEG-Based Person Identification. xAI (3) (2023)

volume 1903, 2023

Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part III xAI (3) 1903 (2023)