Publications

2015
Zalán Bodó, Lehel Csató. A note on label propagation for semi-supervised learning. Acta Universitatis Sapientiae, Vol. 7, No. 1, 2015, pp. 18-30. [pdf] [local copy] [errata]
2014
Bodó Zalán. Fordítóprogramok szerkesztése Flex és Bison segítségével. Erdélyi Múzeum-Egyesület, Kolozsvár, 2014 (ISBN 978-606-8178-98-1/978-606-8178-99-8). [link]
Zalán Bodó, Lehel Csató. Linear Spectral Hashing. Neurocomputing, Volume 141, 2 October 2014, pp. 117-123. [link] [manuscript]
Zalán Bodó, Lehel Csató. Augmented hashing for semi-supervised scenarios. In Proceedings of the 22th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2014, pp. 53-58. [ps] [pdf] [poster] [spotlight]
Bodó Zalán. Gépi tanulás gráfokkal (Machine learning with graphs - in Hungarian). Tíz éves az ELTE Eötvös József Collegium Informatikai Műhelye, Eötvös József Collegium, 2014, pp. 61-78. [pdf][book]
2013
Zalán Bodó, Lehel Csató. Linear Spectral Hashing. In Proceedings of the 21th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2013, pp. 303-308. [pdf] [slides]
2012
Zalán Bodó, Lehel Csató. Improving Kernel Locality-Sensitive Hashing Using Pre-Images and Bounds. In Proceedings of IJCNN, 2012, pp. 2710-2717. [pdf] [slides]
Zalán Bodó, Zsolt Minier, Lehel Csató. Active Learning with Clustering. Active Learning Challenge: Challenges in Machine Learning, Volume 6, Microtome Publishing, 2012, pp. 141-154. [book]
2011
Zalán Bodó, Zsolt Minier, Lehel Csató. Active Learning with Clustering. JMLR Workshop and Conference Proceedings: Volume 16, (Active Learning and Experimental Design workshop, May 16, 2010, Sardinia, Italy) 2011, pp. 127-139. [pdf]
2010
Zalán Bodó, Lehel Csató. Hierarchical and Reweighting Cluster Kernels for Semi-Supervised Learning. Int. J. of Computers, Communications & Control, Vol. V (2010), No. 4, pp. 469-476. [pdf] [errata] [code]
2009
Zalán Bodó, Zsolt Minier. SEMI-SUPERVISED FEATURE SELECTION WITH SVMS. In Proceedings of the 2nd 'Knowledge Engineering: Principles and Techniques' Conference, 2009. [pdf]
Lehel Csató, Zalán Bodó. DECOMPOSITION METHODS FOR LABEL PROPAGATION. In Proceedings of the 2nd 'Knowledge Engineering: Principles and Techniques' Conference, 2009. [pdf]
2008
Csató Lehel, Bodó Zalán. NEURÁLIS HÁLÓK ÉS A GÉPI TANULÁS MÓDSZEREI. Kolozsvári Egyetemi Kiadó, 2008.
Zalán Bodó. HIERARCHICAL CLUSTER KERNELS FOR SUPERVISED AND SEMI-SUPERVISED LEARNING. In Proceedings of the IEEE 4nd International Conference on Intelligent Computer Communication and Processing, 2008, pp. 9-16. [pdf]
Zalán Bodó, Zsolt Minier. ON SUPERVISED AND SEMI-SUPERVISED K-NEAREST NEIGHBOR ALGORITHMS. In Proceedings of the 7th Joint Conference on Mathematics and Computer Science, Cluj-Napoca, 2008. [pdf]
2007
Zalán Bodó, Zsolt Minier, Lehel Csató. TEXT CATEGORIZATION EXPERIMENTS USING WIKIPEDIA. In Proceedings of the 1st 'Knowledge Engineering: Principles and Techniques' Conference, pp. 66-72, Cluj-Napoca, Romania, 2007 [pdf]
Zsolt Minier, Zalán Bodó, Lehel Csató. WIKIPEDIA-BASED KERNELS FOR TEXT CATEGORIZATION. In Proceedings of the 9th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'07), Timisoara, Romania, 2007, pp. 157-164. [pdf]
2006
Zsolt Minier, Zalán Bodó, Lehel Csató. SEGMENTATION-BASED FEATURE SELECTION FOR TEXT CATEGORIZATION. In Proceedings of the IEEE 2nd International Conference on Intelligent Computer Communication and Processing, pp. 53-59, September 2006. [pdf]
Thomas Szirtes. APPLIED DIMENSIONAL ANALYSIS AND MODELING. MacGraw-Hill, 1998. [translation; join work with Anna Soós]; appeared as Szirtes Tamás. DIMENZIÓANALÍZIS ÉS ALKALMAZOTT MODELLELMÉLET. Typotex, 2006.
2004
Zalán Bodó and Anna Soós. A NEW APPROACH TO IFS BOUNDING. In Seminar on Numerical and Statistical Calculus, Babes-Bolyai University, Faculty of Mathematics and Computer Science, Department of Applied Mathematics, Cluj-Napoca, 2004, pp. 43-55. [pdf]
Zalán-Péter Bodó. MAXIMAL PROCESSOR UTILIZATION IN PARALLEL QUADTREE-BASED FRACTAL IMAGE COMPRESSION ON MIMD ARCHITECTURES, STUDIA UNIV. BABES-BOLYAI, INFORMATICA, Volume XLIX, Number 2, 2004. [pdf]