MLBio+Laboratory Machine Learning in Biomedical Informatics



Publications


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multi-label ensemble classifier
Transductive multi-label ensemble classification for protein function prediction, Yu, Guoxian, Domeniconi Carlotta, Rangwala Huzefa, Zhang Guoji, and Yu Zhiwen , Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 08/2012, Beijing, China, p.1077–1085, (2012)
Molecular Sequence Data
Incremental window-based protein sequence alignment algorithms., Rangwala, Huzefa, and Karypis George , Bioinformatics, Volume 23, Number 2, Department of Computer Science & Engineering, University of Minnesota Minneapolis, MN 55455, USA. rangwala@cs.umn.edu, p.e17-23, (2007) Abstract
Improving homology models for protein-ligand binding sites., Kauffman, Chris, Rangwala Huzefa, and Karypis George , Comput Syst Bioinformatics Conf, Volume 7, Department of Computer Science, University of Minnesota, 117 Pleasant St SE, Room 464, Minneapolis, MN 55455, USA. kauffman@cs.umn.edu, p.211–222, (2008) Abstract
Molecular
TOPTMH: topology predictor for transmembrane alpha-helices., Ahmed, Rezwan, Rangwala Huzefa, and Karypis George , J Bioinform Comput Biol, Volume 8, Number 1, Department of Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota 55455, USA. ahmed@cs.umn.edu, p.39–57, (2010) Abstract
Improving homology models for protein-ligand binding sites., Kauffman, Chris, Rangwala Huzefa, and Karypis George , Comput Syst Bioinformatics Conf, Volume 7, Department of Computer Science, University of Minnesota, 117 Pleasant St SE, Room 464, Minneapolis, MN 55455, USA. kauffman@cs.umn.edu, p.211–222, (2008) Abstract
fRMSDPred: predicting local RMSD between structural fragments using sequence information., Rangwala, Huzefa, and Karypis George , Comput Syst Bioinformatics Conf, Volume 6, Computer Science & Engineering, University of Minnesota, Minneapolis, MN 55455, USA. rangwala@cs.umn.edu, p.311–322, (2007) Abstract
Models
fRMSDPred: predicting local RMSD between structural fragments using sequence information., Rangwala, Huzefa, and Karypis George , Comput Syst Bioinformatics Conf, Volume 6, Computer Science & Engineering, University of Minnesota, Minneapolis, MN 55455, USA. rangwala@cs.umn.edu, p.311–322, (2007) Abstract
Profile-based direct kernels for remote homology detection and fold recognition., Rangwala, Huzefa, and Karypis George , Bioinformatics, Volume 21, Number 23, Department of Computer Science and Engineering, University of Minnesota Minneapolis, MN 55455, USA., p.4239–4247, (2005) Abstract
metagenome clustering
MC-MinH: Metagenome Clustering using Minwise based Hashing, Rasheed, Zeehasham, and Rangwala Huzefa , SIAM International Conference in Data Mining, 04/2013, Austin, TX, (In Press) Abstract
metagenome
Metabolic Networks and Pathways
Network-based modeling of the human gut microbiome., Naqvi, Ammar, Rangwala Huzefa, Keshavarzian Ali, and Gillevet Patrick , Chem Biodivers, Volume 7, Number 5, Microbiome Analysis Center, Manassas, VA 20110, USA., p.1040–1050, (2010) Abstract
Membrane Proteins/*chemistry
TOPTMH: topology predictor for transmembrane alpha-helices., Ahmed, Rezwan, Rangwala Huzefa, and Karypis George , J Bioinform Comput Biol, Volume 8, Number 1, Department of Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota 55455, USA. ahmed@cs.umn.edu, p.39–57, (2010) Abstract
Markov Chains
TOPTMH: topology predictor for transmembrane alpha-helices., Ahmed, Rezwan, Rangwala Huzefa, and Karypis George , J Bioinform Comput Biol, Volume 8, Number 1, Department of Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota 55455, USA. ahmed@cs.umn.edu, p.39–57, (2010) Abstract


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