Mehmet M. Dalkilic
Affiliations:- Indiana University, Bloomington, USA
According to our database1,
Mehmet M. Dalkilic
authored at least 43 papers
between 1997 and 2024.
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Bibliography
2024
Mach. Learn. Sci. Technol., 2024
$p$-ClustVal: A Novel $p$-Adic Approach for Enhanced Clustering of High-Dimensional scRNASeq Data (Extended Abstract).
Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024
A Novel Discrete Time Series Representation with De Bruijn Graphs for Enhanced Forecasting Using TimesNet (Extended Abstract).
Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024
2023
Novel NBA Fantasy League driven by Engineered Team Chemistry and Scaled Position Statistics.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
DCEM: An R package for clustering big data via data-centric modification of Expectation Maximization.
SoftwareX, 2022
ccImpute: an accurate and scalable consensus clustering based algorithm to impute dropout events in the single-cell RNA-seq data.
BMC Bioinform., 2022
2020
Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases.
Proceedings of the Case-Based Reasoning Research and Development, 2020
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
A novel approach to optimization of iterative machine learning algorithms: Over heap structure.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, 2017
2016
SUPCRTBL: A revised and extended thermodynamic dataset and software package of SUPCRT92.
Comput. Geosci., 2016
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
2015
Proceedings of the 5th Workshop on Python for High-Performance and Scientific Computing, 2015
Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data Reduction.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
A new set of Random Forests with varying dynamic data reduction and voting techniques.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009
A Measurement Ontology Generalizable for Emerging Domain Applications on the Semantic Web.
Proceedings of the Database Technologies: Concepts, 2009
2007
A Measurement Ontology Generalizable for Emerging Domain Applications on the Semantic Web.
J. Database Manag., 2007
Using Drosophila melanogaster Data to Discover Disease-Related Protein Interactions in Humans.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
2006
IEEE Trans. Parallel Distributed Syst., 2006
Bioinform., 2006
An Approximate de Bruijn Graph Approach to Multiple Local Alignment and Motif Discovery in Protein Sequences.
Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Trust Establishment in Data Sharing: An Incentive Model for Biodiversity Information Systems.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006
2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
An Architecture and Application for Integrating Curation Data at the Residue Level for Proteins.
Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005
2004
Proceedings of the 22nd Annual International Conference on Design of Communication: The Engineering of Quality Documentation, 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Proceedings of the 8th International Conference on Control, 2004
2003
Motif Discovery from Large Number of Sequences: A Case Study with Disease Resistance Genes in Arabidopsos thaliana.
Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2003
2002
Proceedings of the Advanced Information Systems Engineering, 14th International Conference, 2002
Improving Query Evaluation with Approximate Functional Dependency Based Decompositions.
Proceedings of the Advances in Databases, 19th British National Conference on Databases, 2002
2000
Proceedings of the Nineteenth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2000
1997
CE: the Classifier-Estimator Framework for Data Mining.
Proceedings of the Data Mining and Reverse Engineering: Searching for Semantics, 1997