| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Vladimir Kuzmanovski, Jaakko Hollmén |
Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional Settings of Activity-Based Transportation Models.  |
IDA  |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas T. Kok, Rachel M. Brouwer, René C. W. Mandl, Hugo G. Schnack, Georg Krempl |
Active Selection of Classification Features. |
IDA |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Gust Verbruggen, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt |
Muppets: Multipurpose Table Segmentation. |
IDA |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Moritz Kulessa, Eneldo Loza Mencía, Johannes Fürnkranz |
Revisiting Non-specific Syndromic Surveillance. |
IDA |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Christine Largeron, Andrei Mardale, Marian-Andrei Rizoiu |
Linking the Dynamics of User Stance to the Structure of Online Discussions. |
IDA |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Krajca, Martin Trnecka |
Reducing Negative Impact of Noise in Boolean Matrix Factorization with Association Rules. |
IDA |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Schneider 0002, Michalis Vlachos |
Explaining Neural Networks by Decoding Layer Activations. |
IDA |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohammad Hossein Shaker, Eyke Hüllermeier |
Aleatoric and Epistemic Uncertainty with Random Forests. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé |
Dual Sequential Variational Autoencoders for Fraud Detection. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura von Rüden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke |
Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Youri Soons, Remco M. Dijkman, Maurice Jilderda, Wouter Duivesteijn |
Predicting Remaining Useful Life with Similarity-Based Priors. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Corentin Larroche, Johan Mazel, Stéphan Clémençon |
Percolation-Based Detection of Anomalous Subgraphs in Complex Networks. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Borgelt |
Even Faster Exact k-Means Clustering. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | João Mendes-Moreira 0001, Mitra Baratchi |
Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Anes Bendimerad, Jefrey Lijffijt, Marc Plantevit, Céline Robardet, Tijl De Bie |
Gibbs Sampling Subjectively Interesting Tiles. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yani Xue, Miqing Li, Xiaohui Liu 0001 |
Angle-Based Crowding Degree Estimation for Many-Objective Optimization. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Asma Atamna, Nataliya Sokolovska, Jean-Claude Crivello |
A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcel Wever, Alexander Tornede, Felix Mohr, Eyke Hüllermeier |
LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-label Classification. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Tong 0001, David van Dijk, Jay S. Stanley III, Matthew Amodio, Kristina Yim, Rebecca Muhle, James Noonan, Guy Wolf, Smita Krishnaswamy |
Interpretable Neuron Structuring with Graph Spectral Regularization. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Manni Singh, David J. Weston, Mark Levene |
Supervised Phrase-Boundary Embeddings. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Antoine Cornuéjols, Pierre-Alexandre Murena, Raphaël Olivier |
Transfer Learning by Learning Projections from Target to Source. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Diana Ramírez-Cifuentes, Christine Largeron, Julien Tissier, Ana Freire, Ricardo Baeza-Yates |
Enhanced Word Embeddings for Anorexia Nervosa Detection on Social Media. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandre Millot, Romain Mathonat, Rémy Cazabet, Jean-François Boulicaut |
Actionable Subgroup Discovery and Urban Farm Optimization. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrey V. Savchenko, Evgeniy V. Miasnikov |
Event Recognition Based on Classification of Generated Image Captions. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Battaglia, Livio Bioglio, Ruggero G. Pensa |
Towards Content Sensitivity Analysis. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Isabel Galindez Olascoaga, Wannes Meert, Nimish Shah, Guy Van den Broeck, Marian Verhelst |
Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Shiva Zamani Gharaghooshi, Osmar R. Zaïane, Christine Largeron, Mohammadmahdi Zafarmand, Chang Liu |
Addressing the Resolution Limit and the Field of View Limit in Community Mining. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier |
Widening for MDL-Based Retail Signature Discovery. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Tom Julian Viering, Alexander Mey, Marco Loog |
Making Learners (More) Monotone. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Kevin Dalleau, Miguel Couceiro, Malika Smaïl-Tabbone |
Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou |
Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael R. Berthold, Ad Feelders, Georg Krempl (eds.) |
Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27-29, 2020, Proceedings |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Frank Höppner, Maximilian Jahnke |
Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Philip Göpfert, André Artelt, Heiko Wersing, Barbara Hammer |
Adversarial Attacks Hidden in Plain Sight. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu |
Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Micky Faas, Matthijs van Leeuwen |
Vouw: Geometric Pattern Mining Using the MDL Principle. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Chang Liu, Christine Largeron, Osmar R. Zaïane, Shiva Zamani Gharaghooshi |
A Late-Fusion Approach to Community Detection in Attributed Networks. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Biraja Ghoshal, Cecilia Lindskog, Allan Tucker |
Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Mickael Febrissy, Mohamed Nadif |
A Consensus Approach to Improve NMF Document Clustering. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Schneider 0002 |
Human-to-AI Coach: Improving Human Inputs to AI Systems. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang |
Master Your Metrics with Calibration. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Maximilian Stubbemann, Tom Hanika, Gerd Stumme |
Orometric Methods in Bounded Metric Data. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ana Rita Nogueira, João Gama 0001, Carlos Abreu Ferreira |
Improving Prediction with Causal Probabilistic Variables. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Tien-Dung Nguyen 0002, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys |
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitar Ninevski, Paul O'Leary |
Detection of Derivative Discontinuities in Observational Data. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Toyah Overton, Allan Tucker |
DO-U-Net for Segmentation and Counting - Applications to Satellite and Medical Images. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jeroen van Doorenmalen, Vlado Menkovski |
Evaluation of CNN Performance in Semantically Relevant Latent Spaces. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jisu Kim, Alina Sîrbu, Fosca Giannotti, Lorenzo Gabrielli |
Digital Footprints of International Migration on Twitter. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Bariatti, Peggy Cellier, Sébastien Ferré |
GraphMDL: Graph Pattern Selection Based on Minimum Description Length. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ian Jeantet, Zoltán Miklós 0001, David Gross-Amblard |
Overlapping Hierarchical Clustering (OHC). |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy 0001 |
Ising-Based Consensus Clustering on Specialized Hardware. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Mey, Tom Julian Viering, Marco Loog |
A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Rémi Vaudaine, Rémy Cazabet, Christine Largeron |
Comparing the Preservation of Network Properties by Graph Embeddings. |
IDA |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Saïd Jabbour, Nizar Mhadhbi, Badran Raddaoui, Lakhdar Sais |
Pushing the Envelope in Overlapping Communities Detection. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jastin Pompeu Soares, Miriam Seoane Santos, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos |
Exploring the Effects of Data Distribution in Missing Data Imputation. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Felix Mohr, Marcel Wever, Eyke Hüllermeier |
Reduction Stumps for Multi-class Classification. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Zakaria Saoud, Colin Fontaine |
Expert Finding in Citizen Science Platform for Biodiversity Monitoring via Weighted PageRank Algorithm. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph Doell, Sarah E. Donohue, Cedrik Pätz, Christian Borgelt |
Training Neural Networks to Distinguish Craving Smokers, Non-craving Smokers, and Non-smokers. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | José Luis Balcázar, Marie Ely Piceno, Laura Rodríguez-Navas |
Decomposition of Quantitative Gaifman Graphs as a Data Analysis Tool. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Sutton, Thomas Lansdall-Welfare, Nello Cristianini |
Biased Embeddings from Wild Data: Measuring, Understanding and Removing. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Anil Goyal, Emilie Morvant, Massih-Reza Amini |
Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jordan Fréry, Amaury Habrard, Marc Sebban, Olivier Caelen, Liyun He-Guelton |
Online Non-linear Gradient Boosting in Multi-latent Spaces. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Bollen, Guillaume Leurquin, Siegfried Nijssen |
ConvoMap: Using Convolution to Order Boolean Data. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Adriana Fonseca Costa, Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu |
Missing Data Imputation via Denoising Autoencoders: The Untold Story. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Patrick Winter, Christian Borgelt, Michael R. Berthold |
Learned Feature Generation for Molecules. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Nouf Bindris, Saatviga Sudhahar, Nello Cristianini |
Fact Checking from Natural Text with Probabilistic Soft Logic. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Ville Laitinen, Leo Lahti |
A Hierarchical Ornstein-Uhlenbeck Model for Stochastic Time Series Analysis. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Babak Hosseini, Barbara Hammer |
Non-negative Local Sparse Coding for Subspace Clustering. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Fürnkranz, Tomás Kliegr |
The Need for Interpretability Biases. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandre Almeida, Ana Alves 0001, Rui Gomes |
Automatic POI Matching Using an Outlier Detection Based Approach. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Marta Mercier, Miriam Seoane Santos, Pedro H. Abreu, Carlos Soares, Jastin Pompeu Soares, João A. M. Santos |
Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Gust Verbruggen, Luc De Raedt |
Automatically Wrangling Spreadsheets into Machine Learning Data Formats. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin Strang, Peter van der Putten, Jan N. van Rijn, Frank Hutter |
Don't Rule Out Simple Models Prematurely: A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Saatviga Sudhahar, Nello Cristianini |
Detecting Shifts in Public Opinion: A Big Data Study of Global News Content. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Wouter Duivesteijn, Arno Siebes, Antti Ukkonen (eds.) |
Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel |
COBRAS: Interactive Clustering with Pairwise Queries. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Oliver R. Sampson, Christian Borgelt, Michael R. Berthold |
Communication-Free Widened Learning of Bayesian Network Classifiers Using Hashed Fiedler Vectors. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Christine Sinoquet, Kamel Mekhnacha |
Random Forests with Latent Variables to Foster Feature Selection in the Context of Highly Correlated Variables. Illustration with a Bioinformatics Application. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban |
Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Leo Lahti |
Open Data Science. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Radhika Gaonkar, Maryam Tavakol, Ulf Brefeld |
MDP-based Itinerary Recommendation using Geo-Tagged Social Media. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini |
Right for the Right Reason: Training Agnostic Networks. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Bas van Boven, Peter van der Putten, Anders Åström, Hakim Khalafi, Aske Plaat |
Real-Time Excavation Detection at Construction Sites using Deep Learning. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Maksim Koptelov, Albrecht Zimmermann, Bruno Crémilleux |
Link Prediction in Multi-layer Networks and Its Application to Drug Design. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Hendrik Blockeel, Samuel Kolb, Stefano Teso, Gust Verbruggen |
Elements of an Automatic Data Scientist. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Isak Karlsson, Panagiotis Papapetrou, Lars Asker |
KAPMiner: Mining Ordered Association Rules with Constraints. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Orestis Kostakis, Panagiotis Papapetrou |
ABIDE: Querying Time-Evolving Sequences of Temporal Intervals. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicole F. Sanderson, Elliott Shugerman, Samantha Molnar, James D. Meiss, Elizabeth Bradley |
Computational Topology Techniques for Characterizing Time-Series Data. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Ricardo Cachucho, Siegfried Nijssen, Arno J. Knobbe |
Biclustering Multivariate Time Series. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | João Santos, Filipa Peleja, Flávio Martins 0001, João Magalhães |
Improving Cold-Start Recommendations with Social-Media Trends and Reputations. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Simeone, Raúl Santos-Rodríguez, Matt McVicar, Jefrey Lijffijt, Tijl De Bie |
Hierarchical Novelty Detection. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Fillbrunn, Leonard Wörteler, Michael Grossniklaus, Michael R. Berthold |
Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaowei Kortum, Lorenz Grigull, Werner Lechner, Frank Klawonn |
A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg |
Learning DTW-Preserving Shapelets. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Arnaud Giacometti, Arnaud Soulet |
Interactive Pattern Sampling for Characterizing Unlabeled Data. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Khalid Eltayef, Yongmin Li 0001, Bashir I. Dodo, Xiaohui Liu 0001 |
Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Rysavý, Filip Zelezný |
Estimating Sequence Similarity from Contig Sets. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Niall M. Adams, Allan Tucker, David John Weston (eds.) |
Advances in Intelligent Data Analysis XVI - 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabon Dzogang, James Goulding, Stafford Lightman, Nello Cristianini |
Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruno Yun, Srdjan Vesic, Madalina Croitoru, Pierre Bisquert, Rallou Thomopoulos |
A Structural Benchmark for Logical Argumentation Frameworks. |
IDA |
2017 |
DBLP DOI BibTeX RDF |
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