| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Motoki Shiga, Hiroshi Mamitsuka |
A Variational Bayesian Framework for Clustering with Multiple Graphs.  |
IEEE Trans. Knowl. Data Eng.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Motoki Shiga, Hiroshi Mamitsuka |
Efficient semi-supervised learning on locally informative multiple graphs. |
Pattern Recognition |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Motoki Shiga, Hiroshi Mamitsuka |
Clustering genes with expression and beyond. |
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Canh Hao Nguyen, Hiroshi Mamitsuka |
Discriminative Graph Embedding for Label Propagation. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ichigaku Takigawa, Hiroshi Mamitsuka |
Efficiently mining δ-tolerance closed frequent subgraphs. |
Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Motoki Shiga, Ichigaku Takigawa, Hiroshi Mamitsuka |
A spectral approach to clustering numerical vectors as nodes in a network. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Canh Hao Nguyen, Hiroshi Mamitsuka |
Kernels for Link Prediction with Latent Feature Models. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Timothy Hancock, Ichigaku Takigawa, Hiroshi Mamitsuka |
Mining metabolic pathways through gene expression. |
Bioinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Timothy Hancock, Hiroshi Mamitsuka |
Boosted Optimization for Network Classification. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Xihao Hu, Wenjian Zhou, Keiko Udaka, Hiroshi Mamitsuka, Shanfeng Zhu |
MetaMHC: a meta approach to predict peptides binding to MHC molecules. |
Nucleic Acids Research |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Atsuyoshi Nakamura, Tomoya Saito, Ichigaku Takigawa, Hiroshi Mamitsuka, Mineichi Kudo |
Algorithms for Finding a Minimum Repetition Representation of a String. |
SPIRE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Shanfeng Zhu, Ichigaku Takigawa, Jia Zeng, Hiroshi Mamitsuka |
Field independent probabilistic model for clustering multi-field documents. |
Inf. Process. Manage. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shanfeng Zhu, Jia Zeng, Hiroshi Mamitsuka |
Enhancing MEDLINE document clustering by incorporating MeSH semantic similarity. |
Bioinformatics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mitsunori Kayano, Ichigaku Takigawa, Motoki Shiga, Koji Tsuda, Hiroshi Mamitsuka |
Efficiently finding genome-wide three-way gene interactions from transcript- and genotype-data. |
Bioinformatics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Raymond Wan, Vo Ngoc Anh, Hiroshi Mamitsuka |
Efficient Probabilistic Latent Semantic Analysis through Parallelization. |
AIRS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Timothy Hancock, Hiroshi Mamitsuka |
A Markov Classification Model for Metabolic Pathways. |
WABI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ichigaku Takigawa, Hiroshi Mamitsuka |
Probabilistic path ranking based on adjacent pairwise coexpression for metabolic transcripts analysis. |
Bioinformatics |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kosuke Hashimoto, Kiyoko F. Aoki-Kinoshita, Nobuhisa Ueda, Minoru Kanehisa, Hiroshi Mamitsuka |
A new efficient probabilistic model for mining labeled ordered trees applied to glycobiology. |
TKDD |
2008 |
DBLP DOI BibTeX RDF |
labeled ordered trees, probabilistic models, maximum likelihood, Expectation-maximization |
| 1 | Kosuke Hashimoto, Ichigaku Takigawa, Motoki Shiga, Minoru Kanehisa, Hiroshi Mamitsuka |
Mining significant tree patterns in carbohydrate sugar chains. |
ECCB |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Takashi Yoneya, Hiroshi Mamitsuka |
A hidden Markov model-based approach for identifying timing differences in gene expression under different experimental factors. |
Bioinformatics |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Active ensemble learning: Application to data mining and bioinformatics. |
Systems and Computers in Japan |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Raymond Wan, Vo Ngoc Anh, Hiroshi Mamitsuka |
Passage Retrieval with Vector Space and Query-Level Aspect Models. |
TREC |
2007 |
DBLP BibTeX RDF |
|
| 1 | Motoki Shiga, Ichigaku Takigawa, Hiroshi Mamitsuka |
Annotating gene function by combining expression data with a modular gene network. |
ISMB/ECCB (Supplement of Bioinformatics) |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shanfeng Zhu, Ichigaku Takigawa, Shuqin Zhang, Hiroshi Mamitsuka |
A Probabilistic Model for Clustering Text Documents with Multiple Fields. |
ECIR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Motoki Shiga, Ichigaku Takigawa, Hiroshi Mamitsuka |
A spectral clustering approach to optimally combining numericalvectors with a modular network. |
KDD |
2007 |
DBLP DOI BibTeX RDF |
network modularity, k-means, spectral clustering, eigenvalue problem, heterogeneous data sources |
| 1 | Shanfeng Zhu, Keiko Udaka, John Sidney, Alessandro Sette, Kiyoko F. Aoki-Kinoshita, Hiroshi Mamitsuka |
Improving MHC binding peptide prediction by incorporating binding data of auxiliary MHC molecules. |
Bioinformatics |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Query-learning-based iterative feature-subset selection for learning from high-dimensional data sets. |
Knowl. Inf. Syst. |
2006 |
DBLP DOI BibTeX RDF |
High-dimensional data set, Uncertainty sampling, Feature-subset selection, Drug design, Query learning |
| 1 | Hiroshi Mamitsuka |
Selecting features in microarray classification using ROC curves. |
Pattern Recognition |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Raymond Wan, Ichigaku Takigawa, Hiroshi Mamitsuka, Vo Ngoc Anh |
Combining Vector-Space and Word-Based Aspect Models for Passage Retrieval. |
TREC |
2006 |
DBLP BibTeX RDF |
|
| 1 | Kiyoko F. Aoki-Kinoshita, Nobuhisa Ueda, Hiroshi Mamitsuka, Minoru Kanehisa |
ProfilePSTMM: capturing tree-structure motifs in carbohydrate sugar chains. |
ISMB (Supplement of Bioinformatics) |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Raymond Wan, Ichigaku Takigawa, Hiroshi Mamitsuka |
Applying Gaussian Distribution-Dependent Criteria to Decision Trees for High-Dimensional Microarray Data. |
VDMB |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Kosuke Hashimoto, Kiyoko F. Aoki-Kinoshita, Nobuhisa Ueda, Minoru Kanehisa, Hiroshi Mamitsuka |
A new efficient probabilistic model for mining labeled ordered trees. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
labeled ordered trees, probabilistic models, maximum likelihood, expectation - maximization |
| 1 | Nobuhisa Ueda, Kiyoko F. Aoki-Kinoshita, Atsuko Yamaguchi, Tatsuya Akutsu, Hiroshi Mamitsuka |
A Probabilistic Model for Mining Labeled Ordered Trees: Capturing Patterns in Carbohydrate Sugar Chains. |
IEEE Trans. Knowl. Data Eng. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Krzysztof J. Cios, Hiroshi Mamitsuka, Tomomasa Nagashima, Ryszard Tadeusiewicz |
Computational intelligence in solving bioinformatics problems. |
Artificial Intelligence in Medicine |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Finding the biologically optimal alignment of multiple sequences. |
Artificial Intelligence in Medicine |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Kiyoko F. Aoki, Hiroshi Mamitsuka, Tatsuya Akutsu, Minoru Kanehisa |
A score matrix to reveal the hidden links in glycans. |
Bioinformatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Essential Latent Knowledge for Protein-Protein Interactions: Analysis by an Unsupervised Learning Approach. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2005 |
DBLP DOI BibTeX RDF |
data mining, machine learning, Biology and genetics, mining methods and algorithms |
| 1 | Shanfeng Zhu, Yasushi Okuno, Gozoh Tsujimoto, Hiroshi Mamitsuka |
A probabilistic model for mining implicit 'chemical compound-gene' relations from literature. |
ECCB/JBI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Raymond Wan, Hiroshi Mamitsuka, Kiyoko F. Aoki |
Cleaning microarray expression data using Markov random fields based on profile similarity. |
SAC |
2005 |
DBLP DOI BibTeX RDF |
microarray expression profile similarity, markov random fields, data cleaning |
| 1 | Atsuko Yamaguchi, Kiyoko F. Aoki, Hiroshi Mamitsuka |
Finding the maximum common subgraph of a partial k-tree and a graph with a polynomially bounded number of spanning trees. |
Inf. Process. Lett. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Kiyoko F. Aoki, Nobuhisa Ueda, Atsuko Yamaguchi, Tatsuya Akutsu, Minoru Kanehisa, Hiroshi Mamitsuka |
Managing and Analyzing Carbohydrate Data. |
SIGMOD Record |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Kiyoko F. Aoki, Atsuko Yamaguchi, Nobuhisa Ueda, Tatsuya Akutsu, Hiroshi Mamitsuka, Susumu Goto, Minoru Kanehisa |
KCaM (KEGG Carbohydrate Matcher): a software tool for analyzing the structures of carbohydrate sugar chains. |
Nucleic Acids Research |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Nobuhisa Ueda, Kiyoko F. Aoki, Hiroshi Mamitsuka |
A General Probabilistic Framework for Mining Labeled Ordered Trees. |
SDM |
2004 |
DBLP BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Yasushi Okuno |
A Hierarchical Mixture of Markov Models for Finding Biologically Active Metabolic Paths Using Gene Expression and Protein Classes. |
CSB |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Kiyoko F. Aoki, Nobuhisa Ueda, Atsuko Yamaguchi, Minoru Kanehisa, Tatsuya Akutsu, Hiroshi Mamitsuka |
Application of a new probabilistic model for recognizing complex patterns in glycans. |
ISMB/ECCB (Supplement of Bioinformatics) |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Yasushi Okuno, Atsuko Yamaguchi |
Mining biologically active patterns in metabolic pathways using microarray expression profiles. |
SIGKDD Explorations |
2003 |
DBLP DOI BibTeX RDF |
microarray profiles, Markov Models, model-based clustering, finite mixture models, metabolic pathways |
| 1 | Hiroshi Mamitsuka |
Efficient Unsupervised Mining from Noisy Data Sets: Application to Clustering Co-occurrence Data. |
SDM |
2003 |
DBLP BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Detecting Experimental Noises in Protein-Protein Interactions with Iterative Sampling and Model-Based Clustering. (PDF / PS) |
BIBE |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Empirical Evaluation of Ensemble Feature Subset Selection Methods for Learning from a High-Dimensional Database in Drug Desig. (PDF / PS) |
BIBE |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Hierarchical Latent Knowledge Analysis for Co-occurrence Data. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Selective Sampling with a Hierarchical Latent Variable Model. |
IDA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Atsuko Yamaguchi, Hiroshi Mamitsuka |
Finding the Maximum Common Subgraph of a Partial k-Tree and a Graph with a Polynomially Bounded Number of Spanning Trees. |
ISAAC |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Efficient Mining from Heterogeneous Data Sets for Predicting Protein-Protein Interactions. |
DEXA Workshops |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Iteratively Selecting Feature Subsets for Mining from High-Dimensional Databases. |
PKDD |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Efficient Data Mining by Active Learning. |
Progress in Discovery Science |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Efficient Mining from Large Databases by Query Learning. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka |
Query Learning Strategies Using Boosting and Bagging. |
ICML |
1998 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka, Atsuyoshi Nakamura |
Empirical Comparison of Competing Query Learning Methods. |
Discovery Science |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka |
Predicting Protein Secondary Structure Using Stochastic Tree Grammars. |
Machine Learning |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Supervised learning of hidden Markov models for sequence discrimination. |
RECOMB |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
A Learning Method of Hidden Markov Models for Sequence Discrimination. |
Journal of Computational Biology |
1996 |
DBLP BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Kenji Yamanishi |
alpha-Helix region prediction with stochastic rule learning. |
Computer Applications in the Biosciences |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka |
Representing inter-residue dependencies in protein sequences with probabilistic networks. |
Computer Applications in the Biosciences |
1995 |
DBLP DOI BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Naoki Abe |
Predicting Location and Structure Of beta-Sheet Regions Using Stochastic Tree Grammars. |
ISMB |
1994 |
DBLP BibTeX RDF |
|
| 1 | Naoki Abe, Hiroshi Mamitsuka |
A New Method for Predicting Protein Secondary Structures Based on Stochastic Tree Grammars. |
ICML |
1994 |
DBLP BibTeX RDF |
|
| 1 | Hiroshi Mamitsuka, Kenji Yamanishi |
Protein Secondary Structure Prediction Based on Stochastic-Rule Learning. |
ALT |
1992 |
DBLP DOI BibTeX RDF |
|
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