Search results for "DS"

Hits ?▲	Authors	Title	Venue	Year	Link
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