Publications
Filters: Author is Huzefa Rangwala [Clear All Filters]
Genome Alignments Using MPI-LAGAN,
, BIBM, p.437-440, (2008)
Transductive multi-label ensemble classification for protein function prediction,
, Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 08/2012, Beijing, China, p.1077–1085, (2012)
Malware Characterization Using Behavioral Components,
, MMM-ACNS, St. Petersburg, Russia, p.226-239, (2012)
SVM-based classification and feature selection methods for the analysis of Inflammatory Bowel disease microbiome data,
, Proceedings of the 9th International Workshop on Data Mining in Bioinformatics, p.1-8, (2010)
Profiling Microbial Communities using SSU rRNA Sequence and LH-PCR Data,
, BICoB, p.190-195, (2011)
Feature Enriched Nonparametric Bayesian Co-clustering,
, PAKDD (1), p.517-529, (2012)
Sparsification and Sampling of Networks for Collective Classification,
, The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), 04/2013, Washington, DC, (In Press)
Abstract
Detection of Communities and Bridges in Weighted Networks,
, MLDM, p.584-598, (2011)
Multi-label Classification using Adaptive Neighborhoods,
, Eleventh International Conference on Machine Learning and Applications (ICMLA), 12/2012, Boca Raton, FL, (In Press)
A Map-Reduce Framework for Clustering Metagenomes,
, Proceedings of the 12th IEEE International Workshop on High Performance Computational Biology (HiCOMB), 05/2013, Boston, MA, (In Press)
MC-MinH: Metagenome Clustering using Minwise based Hashing,
, SIAM International Conference in Data Mining, 04/2013, Austin, TX, (In Press)
Abstract
Metagenomic Taxonomic Classification using Extreme Learning Machines. ,
, Journal of Bioinformatics and Computational Biology, Volume 10, Number 05, p.1250015, (2012)
LSH-Div: Species Diversity Estimation using Locality Sensitive Hashing,
, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 10/2012, Philadelphia, USA, (In Press)
Efficient Clustering of Metagenomic Sequences using Locality Sensitive Hashing,
, SIAM International Conference in Data Mining, 04/2012, Anaheim, CA, p.1023-1034, (2012)
Abstract
TAC-ELM: Metagenomic Taxonomic Classification with Extreme Learning Machines,
, BICoB, p.92-97, (2011)
Knowledge Discovery in Bioinformatics: Techniques, Methods, and Applications,
, Knowledge Discovery in Bioinformatics, p.145–168, (2007)
Defining a Coparticipation Network Using Comments on Digg,
, IEEE Intelligent Systems, Volume 25, Number 4, p.36-45, (2010)
Profile-based direct kernels for remote homology detection and fold recognition.,
, Bioinformatics, Volume 21, Number 23, Department of Computer Science and Engineering, University of Minnesota Minneapolis, MN 55455, USA., p.4239–4247, (2005)
Abstract
fRMSDPred: predicting local RMSD between structural fragments using sequence information.,
, 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
Multiple Kernel Learning for Fold Recognition,
, BICoB, p.7-12, (2010)
fRMSDPred: predicting local RMSD between structural fragments using sequence information.,
, Proteins, Volume 72, Number 3, Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota 55455, USA. rangwala@cs.umn.edu, p.1005–1018, (2008)
Abstract
Biological Data Mining,
, (2009)
Introduction to Protein Structure Prediction: Methods and Algorithms,
, p.1–14, (2010)
Introduction to protein structure prediction : methods and algorithms,
, Volume 14, Hoboken, N.J., (2010)
Abstract
