The SCEAS System
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## Search the dblp DataBase
Marco Saerens:
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## Publications of Author- Marco Saerens, Francois Fouss, Luh Yen, Pierre Dupont
**The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering.**[Citation Graph (0, 0)][DBLP] ECML, 2004, pp:371-383 [Conf] - Luh Yen, Denis Vanvyve, Fabien Wouters, Francois Fouss, Michel Verleysen, Marco Saerens
**clustering using a random walk based distance measure.**[Citation Graph (0, 0)][DBLP] ESANN, 2005, pp:317-324 [Conf] - Youssef Achbany, Francois Fouss, Luh Yen, Alain Pirotte, Marco Saerens
**Optimal Tuning of Continual Online Exploration in Reinforcement Learning.**[Citation Graph (0, 0)][DBLP] ICANN (1), 2006, pp:790-800 [Conf] - Francois Fouss, Marco Saerens, Jean-Michel Renders
**Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains.**[Citation Graph (0, 0)][DBLP] ICDM, 2003, pp:521-524 [Conf] - Francois Fouss, Luh Yen, Alain Pirotte, Marco Saerens
**An Experimental Investigation of Graph Kernels on a Collaborative Recommendation Task.**[Citation Graph (0, 0)][DBLP] ICDM, 2006, pp:863-868 [Conf] - Francois Fouss, Stéphane Faulkner, Manuel Kolp, Alain Pirotte, Marco Saerens
**Web Recommendation System Based on a Markov-Chainmodel.**[Citation Graph (0, 0)][DBLP] ICEIS (4), 2005, pp:56-63 [Conf] - Patrice Latinne, Marco Saerens, Christine Decaestecker
**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.**[Citation Graph (0, 0)][DBLP] ICML, 2001, pp:298-305 [Conf] - Marco Saerens
**Non Mean Square Error Criteria for the Training of Learning Machines.**[Citation Graph (0, 0)][DBLP] ICML, 1996, pp:427-434 [Conf] - Jean-Michel Renders, Hugues Bersini, Marco Saerens
**Adaptive NeuroControl: How Black Box and Simple can it be.**[Citation Graph (0, 0)][DBLP] ICML, 1993, pp:260-267 [Conf] - Marco Saerens, Francois Fouss
**Yet Another Method for Combining Classifiers Outputs: A Maximum Entropy Approach.**[Citation Graph (0, 0)][DBLP] Multiple Classifier Systems, 2004, pp:82-91 [Conf] - Francois Fouss, Alain Pirotte, Marco Saerens
**A Novel Way of Computing Similarities between Nodes of a Graph, with Application to Collaborative Recommendation.**[Citation Graph (0, 0)][DBLP] Web Intelligence, 2005, pp:550-556 [Conf] - Marco Saerens, Francois Fouss
**HITS is Principal Components Analysis.**[Citation Graph (0, 0)][DBLP] Web Intelligence, 2005, pp:782-785 [Conf] - Marco Saerens
**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).**[Citation Graph (0, 0)][DBLP] Fuzzy Sets and Systems, 2006, v:157, n:16, pp:2286-2288 [Journal] - Marco Saerens, Patrice Latinne, Christine Decaestecker
**Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure.**[Citation Graph (0, 0)][DBLP] Neural Computation, 2002, v:14, n:1, pp:21-41 [Journal] - Luis Gonzalez Sotelino, Marco Saerens, Hugues Bersini
**Classification of temporal trajectories by continuous-time recurrent nets.**[Citation Graph (0, 0)][DBLP] Neural Networks, 1994, v:7, n:5, pp:767-776 [Journal] - Francois Fouss, Alain Pirotte, Jean-Michel Renders, Marco Saerens
**Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation.**[Citation Graph (0, 0)][DBLP] IEEE Trans. Knowl. Data Eng., 2007, v:19, n:3, pp:355-369 [Journal] - Ivan Jureta, Stéphane Faulkner, Youssef Achbany, Marco Saerens
**Dynamic Web Service Composition within a Service-Oriented Architecture.**[Citation Graph (0, 0)][DBLP] ICWS, 2007, pp:304-311 [Conf] - Luh Yen, Francois Fouss, Christine Decaestecker, Pascal Francq, Marco Saerens
**Graph Nodes Clustering Based on the Commute-Time Kernel.**[Citation Graph (0, 0)][DBLP] PAKDD, 2007, pp:1037-1045 [Conf] **Dynamic task allocation within an open service-oriented MAS architecture.**[Citation Graph (, )][DBLP]**QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games.**[Citation Graph (, )][DBLP]**A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances.**[Citation Graph (, )][DBLP]**Semi-supervised Classification from Discriminative Random Walks.**[Citation Graph (, )][DBLP]**Evaluating Performance of Recommender Systems: An Experimental Comparison.**[Citation Graph (, )][DBLP]**Graph nodes clustering with the sigmoid commute-time kernel: A comparative study.**[Citation Graph (, )][DBLP]
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