Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Thiago Andrade, João Gama 0001 |
Which Way to Go - Finding Frequent Trajectories Through Clustering. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Francesca Naretto, Roberto Pellungrini, Salvatore Rinzivillo, Daniele Fadda |
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee |
Unlearning Spurious Correlations in Chest X-Ray Classification. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Joe Germino, Nuno Moniz, Nitesh V. Chawla |
Fairness-Aware Mixture of Experts with Interpretability Budgets. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Mattia Poggioli, Francesco Spinnato, Riccardo Guidotti |
Text to Time Series Representations: Towards Interpretable Predictive Models. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Athos Moraes, Marta Moreno, Rogério Ribeiro, Pedro G. Ferreira |
Predicting Age from Human Lung Tissue Through Multi-modal Data Integration. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Giuseppina Andresini, Annalisa Appice, Roberto Gasbarro, Donato Malerba |
GLORIA: A Graph Convolutional Network-Based Approach for Review Spam Detection. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli 0001 |
Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni |
Interpretable Data Partitioning Through Tree-Based Clustering Methods. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Yuta Sumiya, Ryusei Numata, Satoshi Takahashi |
Pseudo Session-Based Recommendation with Hierarchical Embedding and Session Attributes. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Rafael Teixeira, Mário Antunes 0001, Rúben Sobral, João Martins, Diogo Gomes 0001, Rui L. Aguiar |
Exploring the Intricacies of Neural Network Optimization. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Domen Soberl, Ivan Bratko |
Transferring a Learned Qualitative Cart-Pole Control Model to Uneven Terrains. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Julien Cassagne, Ettore Merlo, Paula Branco, Guy-Vincent Jourdan, Iosif-Viorel Onut |
Unsupervised Graph Neural Networks for Source Code Similarity Detection. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Aljaz Osojnik, Pance Panov, Saso Dzeroski |
iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Albrecht Zimmermann |
Chance and the Predictive Limit in Basketball (Both College and Professional). |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Maik Büttner, Christian Beyer, Myra Spiliopoulou |
Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Jonas Hanselle, Johannes Fürnkranz, Eyke Hüllermeier |
Probabilistic Scoring Lists for Interpretable Machine Learning. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Jaka Kokosar, Martin Spendl, Blaz Zupan |
Gene Interactions in Survival Data Analysis: A Data-Driven Approach Using Restricted Mean Survival Time and Literature Mining. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Alexander H. Gower, Konstantin Korovin, Daniel Brunnsåker, Ievgeniia A. Tiukova, Ross D. King |
LGEM+: A First-Order Logic Framework for Automated Improvement of Metabolic Network Models Through Abduction. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Margherita Gambini, Caterina Senette, Tiziano Fagni, Maurizio Tesconi |
From Tweets to Stance: An Unsupervised Framework for User Stance Detection on Twitter. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Filip Kronström, Alexander H. Gower, Ievgeniia A. Tiukova, Ross D. King |
RIMBO - An Ontology for Model Revision Databases. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Hélder Dias, Artur Guimarães, Bruno Martins, Mathieu Roche |
Unsupervised Key-Phrase Extraction from Long Texts with Multilingual Sentence Transformers. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Konstantina Liagkou, John Pavlopoulos, Ewa Machotka |
Leveraging the Spatiotemporal Analysis of Meisho-e Landscapes. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Luca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi |
Semantic Enrichment of Explanations of AI Models for Healthcare. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Yiping Tang, Kohei Hatano, Eiji Takimoto |
Boosting-Based Construction of BDDs for Linear Threshold Functions and Its Application to Verification of Neural Networks. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Lukas-Malte Bammert, Stefan Kramer 0001, Mattia Cerrato, Ernst Althaus |
Privacy-Preserving Learning of Random Forests Without Revealing the Trees. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Christoph Sandrock, Marek Herde, Daniel Kottke, Bernhard Sick |
Exploring the Potential of Optimal Active Learning via a Non-myopic Oracle Policy. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Chamalee Wickrama Arachchi, Nikolaj Tatti |
Jaccard-Constrained Dense Subgraph Discovery. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Isabel Coutinho, Bruno Martins 0001 |
Exploring Label Correlations for Quantification of ICD Codes. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Adriane B. S. Serapião, Zahra Donyavi, Gustavo Batista |
Ensembles of Classifiers and Quantifiers with Data Fusion for Quantification Learning. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Pavlin G. Policar, Blaz Zupan |
Refining Temporal Visualizations Using the Directional Coherence Loss. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Rafael Mamede, Nuno Paiva, João Gama 0001 |
Error Analysis on Industry Data: Using Weak Segment Detection for Local Model Agnostic Prediction Intervals. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Albert Bifet, Ana Carolina Lorena, Rita P. Ribeiro, João Gama 0001, Pedro H. Abreu (eds.) |
Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Fernando Freitas, Pavel Brazdil, Carlos Soares |
Exploring the Reduction of Configuration Spaces of Workflows. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Florian Kalinke, Edouard Fouché, Haiko Thiessen, Klemens Böhm |
Multi-kernel Times Series Outlier Detection. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Mario Mallea, Ricardo Ñanculef, Mauricio Araya |
Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | John Pavlopoulos, Maria Konstantinidou, Georgios Vardakas, Isabelle Marthot-Santaniello, Elpida Perdiki, Dimitris Koutsianos, Aristidis Likas, Holger Essler |
Explaining the Chronological Attribution of Greek Papyri Images. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Dennis Slepov, Arunas Kalinauskas, Hadi Fanaee-T |
A Universal Approach for Post-correcting Time Series Forecasts: Reducing Long-Term Errors in Multistep Scenarios. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin |
Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Massimiliano Altieri, Michelangelo Ceci, Roberto Corizzo |
Explainable Spatio-Temporal Graph Modeling. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri |
GenFair: A Genetic Fairness-Enhancing Data Generation Framework. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Yuxuan Wang, Ross D. King |
Extrapolation is Not the Same as Interpolation. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Jean-Gabriel Gaudreault, Paula Branco |
Toward Streamlining the Evaluation of Novelty Detection in Data Streams. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Yann Claes, Vân Anh Huynh-Thu, Pierre Geurts |
Knowledge-Guided Additive Modeling for Supervised Regression. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Riccardo Cantini, Cristian Cosentino, Irene Kilanioti, Fabrizio Marozzo, Domenico Talia |
Unmasking COVID-19 False Information on Twitter: A Topic-Based Approach with BERT. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Eri Kuroda, Ichiro Kobayashi |
Predictive Inference Model of the Physical Environment that Emulates Predictive Coding. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Paul K. Mvula, Paula Branco, Guy-Vincent Jourdan, Herna L. Viktor |
HEART: Heterogeneous Log Anomaly Detection Using Robust Transformers. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Takayasu Fushimi, Kazuki Sakamoto |
Audience Prediction for Game Streaming Channels Based on Vectorization of User Comments. |
DS |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Florian Seiffarth, Tamás Horváth 0001, Stefan Wrobel |
A Fast Heuristic for Computing Geodesic Closures in Large Networks. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read |
Shapley Chains: Extending Shapley Values to Classifier Chains. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Gonzalo Rivera Lazo, Ricardo Ñanculef |
Multi-attribute Transformers for Sequence Prediction in Business Process Management. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Valentina Arrigoni, Luisa Repele, Dario Marino Saccavino |
TextMatcher: Cross-Attentional Neural Network to Compare Image and Text. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Blaz Skrlj, Boshko Koloski, Senja Pollak |
Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Phuong Huynh Van Quoc, Florian Beck, Johannes Fürnkranz |
Incremental Update of Locally Optimal Classification Rules. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Andrea Fedele, Riccardo Guidotti, Dino Pedreschi |
Explaining Siamese Networks in Few-Shot Learning for Audio Data. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Hussein El Khansa, Carmen Gervet, Audrey Brouillet |
On the Ranking of Variable Length Discords Through a Hybrid Outlier Detection Approach. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Annunziata D'Aversa, Stefano Polimena, Gianvito Pio, Michelangelo Ceci |
Leveraging Spatio-Temporal Autocorrelation to Improve the Forecasting of the Energy Consumption in Smart Grids. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Charles Moussa, Jan N. van Rijn, Thomas Bäck, Vedran Dunjko |
Hyperparameter Importance of Quantum Neural Networks Across Small Datasets. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina, Rosaria Spada |
Cooperative Deep Unsupervised Anomaly Detection. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Bostjan Gec, Nina Omejc, Jure Brence, Saso Dzeroski, Ljupco Todorovski |
Discovery of Differential Equations Using Probabilistic Grammars. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou |
JUICE: JUstIfied Counterfactual Explanations. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Farnaz Sadeghi, Herna L. Viktor |
MQ-OFL: Multi-sensitive Queue-based Online Fair Learning. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Chamalee Wickrama Arachchi, Nikolaj Tatti |
Recurrent Segmentation Meets Block Models in Temporal Networks. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Arjun Roy 0001, Vasileios Iosifidis, Eirini Ntoutsi |
Multi-fairness Under Class-Imbalance. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Michela Quadrini, Sebastian Daberdaku, Alessandro Blanda, Antonino Capuccio, Luca Bellanova, Gianluca Gerard |
Stress Detection from Wearable Sensor Data Using Gramian Angular Fields and CNN. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ruben Franciscus Adrianus Verhaegh, Jacco Johannes Egbert Kiezebrink, Frank Nusteling, Arnaud Wander André Rio, Márton Bendegúz Bendicsek, Wouter Duivesteijn, Rianne Margaretha Schouten |
A Clustering-Inspired Quality Measure for Exceptional Preferences Mining - Design Choices and Consequences. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Vladimir Kuzmanovski, Jaakko Hollmén |
Semi-parametric Approach to Random Forests for High-Dimensional Bayesian Optimisation. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak |
Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer? |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | René Gómez Londoño, Sylvain Wlodarczyk, Molood Arman, Francesca Bugiotti, Nacéra Bennacer Seghouani |
Weakly Supervised Named Entity Recognition for Carbon Storage Using Deep Neural Networks. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Pieter Robberechts, Wannes Meert, Jesse Davis |
Elastic Product Quantization for Time Series. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Nuwan Gunasekara, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer |
Adaptive Neural Networks for Online Domain Incremental Continual Learning. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Manuel Dileo, Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito |
Link Prediction with Text in Online Social Networks: The Role of Textual Content on High-Resolution Temporal Data. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Julius Gonsior, Maik Thiele, Wolfgang Lehner |
ImitAL: Learned Active Learning Strategy on Synthetic Data. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Lucas P. Damasceno, Allison Shafer, Nathalie Japkowicz, Charles C. Cavalcante, Zois Boukouvalas |
Efficient Multivariate Data Fusion for Misinformation Detection During High Impact Events. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Houda Akremi, Mouhamed Gaith Ayadi, Sami Zghal |
A Fuzzy OWL Ontologies Embedding for Complex Ontology Alignments. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ruidong Jin, Xin Liu 0020, Tsuyoshi Murata |
Predicting Potential Real-Time Donations in YouTube Live Streaming Services via Continuous-Time Dynamic Graph. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Iiro Kumpulainen, Nikolaj Tatti |
Community Detection in Edge-Labeled Graphs. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Frank Dreyer, Jannik Greif, Kolja Günther, Myra Spiliopoulou, Uli Niemann |
Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Francesco Spinnato, Riccardo Guidotti, Mirco Nanni, Daniele Maccagnola, Giulia Paciello, Antonio Bencini Farina |
Explaining Crash Predictions on Multivariate Time Series Data. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Pascal Poncelet, Dino Ienco (eds.) |
Discovery Science - 25th International Conference, DS 2022, Montpellier, France, October 10-12, 2022, Proceedings |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
Interpretable Latent Space to Enable Counterfactual Explanations. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus |
Optimal Decoding of Hidden Markov Models with Consistency Constraints. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Anibal Silva, Rita P. Ribeiro, Nuno Moniz |
Model Optimization in Imbalanced Regression. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Arne De Brabandere, Zhenxiang Cao, Maarten De Vos, Alexander Bertrand, Jesse Davis |
Semi-supervised Change Point Detection Using Active Learning. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Parisa Shayan, Menno van Zaanen, Martin Atzmueller |
Predicting User Dropout from Their Online Learning Behavior. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Rita Beigaite, Michael Mechenich, Indre Zliobaite |
Spatial Cross-Validation for Globally Distributed Data. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Francesco Gullo, Lucio La Cava, Domenico Mandaglio, Andrea Tagarelli |
When Correlation Clustering Meets Fairness Constraints. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Guilherme Dinis Junior, Sindri Magnússon, Jaakko Hollmén |
Policy Evaluation with Delayed, Aggregated Anonymous Feedback. |
DS |
2022 |
DBLP DOI BibTeX RDF |
|
1 | Ioanna Miliou, John Pavlopoulos, Panagiotis Papapetrou |
Sentiment Nowcasting During the COVID-19 Pandemic. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Jimmy Ljungman, Vanessa Lislevand, John Pavlopoulos, Alexandra Farazouli, Zed Lee, Panagiotis Papapetrou, Uno Fors |
Automated Grading of Exam Responses: An Extensive Classification Benchmark. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Aleksandar Novakovic, Adele H. Marshall, Carolyn McGregor |
Knowledge Discovery of the Delays Experienced in Reporting COVID-19 Confirmed Positive Cases Using Time to Event Models. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Dan Hudson, Travis J. Wiltshire, Martin Atzmueller |
Local Exceptionality Detection in Time Series Using Subgroup Discovery: An Approach Exemplified on Team Interaction Data. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Riccardo Guidotti, Salvatore Ruggieri |
Ensemble of Counterfactual Explainers. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Haimonti Dutta, Saurabh Amarnath Mahindre, Nitin Nataraj |
Consensus Based Vertically Partitioned Multi-layer Perceptrons for Edge Computing. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Bart Bussmann, Jannes Nys, Steven Latré |
Neural Additive Vector Autoregression Models for Causal Discovery in Time Series. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac |
Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase Extraction and Document Representation Learning. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Tarek Elsaka, Imad Afyouni, Ibrahim Abaker Targio Hashem, Zaher Al Aghbari |
Multi-scale Sentiment Analysis of Location-Enriched COVID-19 Arabic Social Data. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Giuseppina Andresini, Annalisa Appice, Corrado Loglisci, Vincenzo Belvedere, Domenico Redavid, Donato Malerba |
A Network Intrusion Detection System for Concept Drifting Network Traffic Data. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Chitsutha Soomlek, Jan N. van Rijn, Marcello M. Bonsangue |
Automatic Human-Like Detection of Code Smells. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Valerio Bonsignori, Riccardo Guidotti, Anna Monreale |
Deriving a Single Interpretable Model by Merging Tree-Based Classifiers. |
DS |
2021 |
DBLP DOI BibTeX RDF |
|