Marco Saerens
According to our database1,
Marco Saerens
authored at least 79 papers
between 1990 and 2023.
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Bibliography
2023
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison.
Int. J. Mach. Learn. Cybern., April, 2023
2021
Data Min. Knowl. Discov., 2021
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism.
J. Complex Networks, 2021
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021
2020
An experimental study of graph-based semi-supervised classification with additional node information.
Knowl. Inf. Syst., 2020
J. Complex Networks, 2020
2019
Netw. Sci., 2019
Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism.
CoRR, 2019
Proceedings of the Complex Networks and Their Applications VIII, 2019
2018
CoRR, 2018
2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016
2015
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
2013
IEEE Trans. Cybern., 2013
Pattern Recognit. Lett., 2013
Proceedings of TextGraphs@EMNLP 2013: the 8th Workshop on Graph-based Methods for Natural Language Processing, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
2012
An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification.
Neural Networks, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases.
IEEE Trans. Knowl. Data Eng., 2011
Semi-supervised classification and betweenness computation on large, sparse, directed graphs.
Pattern Recognit., 2011
Pattern Recognit., 2011
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
A continuous-state version of discrete randomized shortest-paths, with application to path planning.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
2S<sub>2</sub>, a simple reinforcement learning scheme for two-player zero-sum Markov games.
Neurocomputing, 2009
Data Knowl. Eng., 2009
2008
Tuning continual exploration in reinforcement learning: An optimality property of the Boltzmann strategy.
Neurocomputing, 2008
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
2007
Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation.
IEEE Trans. Knowl. Data Eng., 2007
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
2006
Hung T. Nguyen, Nadipuram R. Prasad, Carol L. Walker and Elbert A. Walker, Editors, A First Course in Fuzzy 3 and Neural Control, Chapman & Hall/CRC Press (2003).
Fuzzy Sets Syst., 2006
An Experimental Investigation of Graph Kernels on a Collaborative Recommendation Task.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Artificial Neural Networks, 2006
2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
A Novel Way of Computing Similarities between Nodes of a Graph, with Application to Collaborative Recommendation.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Web Recommendation System Based on a Markov-Chainmodel.
Proceedings of the ICEIS 2005, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2004
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004
The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering.
Proceedings of the Machine Learning: ECML 2004, 2004
2003
Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
2002
IEEE Trans. Neural Networks, 2002
Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure.
Neural Comput., 2002
2001
Adjusting the Outputs of a Classifier to New a Priori Probabilities May Significantly Improve Classification Accuracy: Evidence from a multi-class problem in remote sensing.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
1997
Fuzzy Sets Syst., 1997
1996
Non Mean Square Error Criteria for the Training of Learning Machines.
Proceedings of the Machine Learning, 1996
1995
IEEE Trans. Neural Networks, 1995
Viterbi algorithm for acoustic vectors generated by a linear stochastic differential equation on each state.
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
IEEE Trans. Neural Networks, 1994
Neural Networks, 1994
A comparison of different acoustic and articulatory representations for the determination of place of articulation of plosives.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994
1993
A continuous-time dynamic formulation of Viterbi algorithm for one-Gaussian-per-state hidden Markov models.
Speech Commun., 1993
Hidden Markov models assuming a continuous-time dynamic emission of acoustic vectors.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
A neural network based, speaker independent, large vocabulary, continuous speech recognition system: the WERNICKE project.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
Performance comparison of hidden Markov models and neural networks for task dependent and independent isolated word recognition.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
Proceedings of the Third European Conference on Speech Communication and Technology, 1993
Proceedings of the Machine Learning, 1993
1990
Proceedings of the ESCA Workshop on Speech Synthesis, 1990
Proceedings of the IJCNN 1990, 1990