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Publication search results
found 39 matches
- 2023
- Inaam Ashraf
, Luca Hermes
, André Artelt
, Barbara Hammer
:
Spatial Graph Convolution Neural Networks for Water Distribution Systems. IDA 2023: 29-41 - Amirhossein Berenji
, Slawomir Nowaczyk
, Zahra Taghiyarrenani
:
Data-Centric Perspective on Explainability Versus Performance Trade-Off. IDA 2023: 42-54 - Michael R. Berthold
, Dashiell Brookhart, Schalk Gerber, Satoru Hayasaka, Maarit Widmann:
Towards Data Science Design Patterns. IDA 2023: 55-64 - Mohamed Alami Chehboune, Rim Kaddah, Jesse Read:
Transferable Deep Metric Learning for Clustering. IDA 2023: 15-28 - Raphaël Chevasson, Charlotte Laclau, Christophe Gravier:
Diverse Paraphrasing with Insertion Models for Few-Shot Intent Detection. IDA 2023: 65-76 - Dennis Collaris
, Pratik Gajane
, Joost Jorritsma
, Jarke J. van Wijk
, Mykola Pechenizkiy
:
LEMON: Alternative Sampling for More Faithful Explanation Through Local Surrogate Models. IDA 2023: 77-90 - Luís Cunha, Carlos Soares
, André Restivo
, Luís F. Teixeira
:
GASTeN: Generative Adversarial Stress Test Networks. IDA 2023: 91-102 - Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Learning Permutation-Invariant Embeddings for Description Logic Concepts. IDA 2023: 103-115 - Andrés F. Duque, Guy Wolf, Kevin R. Moon:
Diffusion Transport Alignment. IDA 2023: 116-129 - Matthias Feurer, Katharina Eggensperger, Edward Bergman, Florian Pfisterer, Bernd Bischl, Frank Hutter:
Mind the Gap: Measuring Generalization Performance Across Multiple Objectives. IDA 2023: 130-142 - Luis Galárraga
:
Effects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings. IDA 2023: 143-155 - Raoul Heese
, Sascha Mücke
, Matthias Jakobs
, Thore Gerlach
, Nico Piatkowski
:
Shapley Values with Uncertain Value Functions. IDA 2023: 156-168 - Edith Heiter, Bo Kang, Ruth Seurinck, Jefrey Lijffijt:
Revised Conditional t-SNE: Looking Beyond the Nearest Neighbors. IDA 2023: 169-181 - Fabian Hinder
, Valerie Vaquet
, Johannes Brinkrolf
, Barbara Hammer
:
On the Change of Decision Boundary and Loss in Learning with Concept Drift. IDA 2023: 182-194 - Zahra Kharazian, Mahmoud Rahat, Fábio F. Gama, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk
, Tony Lindgren, Sindri Magnússon:
AID4HAI: Automatic Idea Detection for Healthcare-Associated Infections from Twitter, a Framework Based on Active Learning and Transfer Learning. IDA 2023: 195-207 - Maksim Koptelov
, Albrecht Zimmermann, Patrice Boizumault, Ronan Bureau, Jean Luc Lamotte
:
Explanations for Itemset Mining by Constraint Programming: A Case Study Using ChEMBL Data. IDA 2023: 208-221 - Cristiano Landi, Francesco Spinnato
, Riccardo Guidotti, Anna Monreale, Mirco Nanni:
Geolet: An Interpretable Model for Trajectory Classification. IDA 2023: 236-248 - Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Christophe Gravier:
An Investigation of Structures Responsible for Gender Bias in BERT and DistilBERT. IDA 2023: 249-261 - Antonio Lopez-Martinez-Carrasco
, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos:
Discovering Diverse Top-K Characteristic Lists. IDA 2023: 262-273 - Inês Martins
, João S. Resende
, João Gama:
Online Influence Forest for Streaming Anomaly Detection. IDA 2023: 274-286 - Maxime Masson
, Philippe Roose, Christian Sallaberry, Rodrigo Agerri, Marie-Noëlle Bessagnet, Annig Le Parc-Lacayrelle:
APs: A Proxemic Framework for Social Media Interactions Modeling and Analysis. IDA 2023: 287-299 - Jennifer Jorina Matthiesen
, Hanne Hastedt, Ulf Brefeld:
User Authentication via Multifaceted Mouse Movements and Outlier Exposure. IDA 2023: 300-313 - Massimo La Morgia
, Alessandro Mei
, Eugenio Nerio Nemmi
, Luca Sabatini, Francesco Sassi
:
Translated Texts Under the Lens: From Machine Translation Detection to Source Language Identification. IDA 2023: 222-235 - Maria Movin
, Guilherme Dinis Junior
, Jaakko Hollmén
, Panagiotis Papapetrou
:
Explaining Black Box Reinforcement Learning Agents Through Counterfactual Policies. IDA 2023: 314-326 - Maedeh Nasri
, Zhizhou Fang
, Mitra Baratchi
, Gwenn Englebienne
, Shenghui Wang
, Alexander Koutamanis
, Carolien Rieffe
:
A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data. IDA 2023: 327-339 - Ioanna Papagianni
, Matthijs van Leeuwen
:
Discovering Rule Lists with Preferred Variables. IDA 2023: 340-352 - Andraz Pelicon, Syrielle Montariol, Petra Kralj Novak
:
Don't Start Your Data Labeling from Scratch: OpSaLa - Optimized Data Sampling Before Labeling. IDA 2023: 353-365 - Irina Proskurina, Guillaume Metzler, Julien Velcin:
The Other Side of Compression: Measuring Bias in Pruned Transformers. IDA 2023: 366-378 - Mira Ait Saada, Mohamed Nadif:
Contextual Word Embeddings Clustering Through Multiway Analysis: A Comparative Study. IDA 2023: 1-14 - Rianne Margaretha Schouten, Victoria Tascau, Gabriel G. Ziegler, Davide Casano, Marco Ardizzone, Michael-Angelos Erotokritou:
Dropping Incomplete Records is (not so) Straightforward. IDA 2023: 379-391
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