Mehmet M. Dalkilic

46 papers A* 1A 3B 6C 5Misc 4Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Geometric-k-means: a bound free approach to fast and eco-friendly k-means.
Mach. Learn.
Parichit Sharma, Marcin Malec, Hasan Kurban, M. Oguzhan Külekci, Mehmet M. Dalkilic
2026 J jnl
LGQ: Learning Discretization Geometry for Scalable and Stable Image Tokenization.
CoRR
Idil Bilge Altun, Mert Onur Cakiroglu, Elham Buxton, Mehmet M. Dalkilic, Hasan Kurban
2025 J jnl
A Novel Discrete Time Series Representation With De Bruijn Graphs for Enhanced Forecasting Using TimesNet.
IEEE Access
Mert Onur Cakiroglu, Hasan Kurban, Elham Buxton, Mehmet M. Dalkilic
2025 J jnl
Geometric-k-means: A Bound Free Approach to Fast and Eco-Friendly k-means.
CoRR
Parichit Sharma, Marcin Stanislaw, Hasan Kurban, M. Oguzhan Külekci, Mehmet M. Dalkilic
2025 J jnl
Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting.
CoRR
Mert Onur Cakiroglu, Idil Bilge Altun, Hasan Kurban, Elham Buxton, Mehmet M. Dalkilic
2025 J jnl
Temporal Realism Evaluation of Generated Videos Using Compressed-Domain Motion Vectors.
CoRR
Mert Onur Cakiroglu, Idil Bilge Altun, Zhihe Lu, Mehmet M. Dalkilic, Hasan Kurban
2024 B conf
$p$-ClustVal: A Novel $p$-Adic Approach for Enhanced Clustering of High-Dimensional scRNASeq Data (Extended Abstract).
DSAA
Parichit Sharma, Sarthak Mishra, Hasan Kurban, Mehmet M. Dalkilic
2024 B conf
A Novel Discrete Time Series Representation with De Bruijn Graphs for Enhanced Forecasting Using TimesNet (Extended Abstract).
DSAA
Mert Onur Cakiroglu, Hasan Kurban, Elham Khorasani Buxton, Mehmet M. Dalkilic
2024 J jnl
An extended de Bruijn graph for feature engineering over biological sequential data.
Mach. Learn. Sci. Technol.
Mert Onur Cakiroglu, Hasan Kurban, Parichit Sharma, M. Oguzhan Külekci, Elham Khorasani Buxton, Maryam Raeeszadeh-Sarmazdeh, Mehmet M. Dalkilic
2023 B conf
Novel NBA Fantasy League driven by Engineered Team Chemistry and Scaled Position Statistics.
IEEE Big Data
Ganesh Arkanath, Nishad Gupta, Hasan Kurban, Parichit Sharma, K. R. Madhavan, Elham Khorasani Buxton, Mehmet M. Dalkilic
2022 J jnl
DCEM: An R package for clustering big data via data-centric modification of Expectation Maximization.
SoftwareX
Parichit Sharma, Hasan Kurban, Mehmet M. Dalkilic
2022 J jnl
ccImpute: an accurate and scalable consensus clustering based algorithm to impute dropout events in the single-cell RNA-seq data.
BMC Bioinform.
Marcin Malec, Hasan Kurban, Mehmet M. Dalkilic
2020 C conf
Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases.
ICCBR
Xiaomeng Ye, David Leake, William Huibregtse, Mehmet M. Dalkilic
2018 B conf
Using Data Analytics to Optimize Public Transportation on a College Campus.
DSAA
Kurt Zimmer, Hasan Kurban, Mark Jenne, Logan Keating, Perry Maull, Mehmet M. Dalkilic
2017 — conf
A novel approach to optimization of iterative machine learning algorithms: Over heap structure.
IEEE BigData
Hasan Kurban, Mehmet M. Dalkilic
2017 C conf
Case Study: Clustering Big Stellar Data with EM.
BDCAT
Hasan Kurban, Can Kockan, Mark Jenne, Mehmet M. Dalkilic
2017 — conf
Improving expectation maximization algorithm over stellar data.
IEEE BigData
Hasan Kurban, Can Kockan, Mark Jenne, Mehmet M. Dalkilic
2017 J jnl
Using data to build a better EM: EM* for big data.
Int. J. Data Sci. Anal.
Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic
2016 B conf
EM*: An EM Algorithm for Big Data.
DSAA
Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic
2016 J jnl
SUPCRTBL: A revised and extended thermodynamic dataset and software package of SUPCRT92.
Comput. Geosci.
Kurt Zimmer, Yilun Zhang, Peng Lu, Yanyan Chen, Guanru Zhang, Mehmet M. Dalkilic, Chen Zhu
2015 — conf
Feature frequency profiles for automatic sample identification using PySpark.
PyHPC@SC
Gregory J. Zynda, Niall Gaffney, Mehmet M. Dalkilic, Matthew W. Vaughn
2014 B conf
A new set of Random Forests with varying dynamic data reduction and voting techniques.
DSAA
Hussein Mohsen, Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic
2014 J jnl
Studying the Milky Way Galaxy Using ParaHeap-k.
Computer
Mark Jenne, Owen Boberg, Hasan Kurban, Mehmet M. Dalkilic
2009 — ch.
A Measurement Ontology Generalizable for Emerging Domain Applications on the Semantic Web.
Database Technologies: Concepts, Methodologies, Tools, and Applications
Henry M. Kim, Arijit Sengupta, Mark S. Fox, Mehmet M. Dalkilic
2009 Misc conf
Data-Driven Ontologies.
Pacific Symposium on Biocomputing
James C. Costello, Daniel R. Schrider, Jeff Gehlhausen, Mehmet M. Dalkilic
2009 — ch.
Gene Expression Arrays.
Encyclopedia of Database Systems
Mehmet M. Dalkilic
2007 J jnl
A Measurement Ontology Generalizable for Emerging Domain Applications on the Semantic Web.
J. Database Manag.
Henry M. Kim, Arijit Sengupta, Mark S. Fox, Mehmet M. Dalkilic
2007 C conf
Using Drosophila melanogaster Data to Discover Disease-Related Protein Interactions in Humans.
CIBCB
James C. Costello, Jade E. Buchanan-Carter, Mehmet M. Dalkilic, Justen Andrews
2006 — conf
An Approximate de Bruijn Graph Approach to Multiple Local Alignment and Motif Discovery in Protein Sequences.
VDMB
Rupali Patwardhan, Haixu Tang, Sun Kim, Mehmet M. Dalkilic
2006 J jnl
COMPAM : visualization of combining pairwise alignments for multiple genomes.
Bioinform.
Do-Hoon Lee, Jeong-Hyeon Choi, Mehmet M. Dalkilic, Sun Kim
2006 — ed.
Data Mining and Bioinformatics, First International Workshop, VDMB 2006, Seoul, Korea, September 11, 2006, Revised Selected Papers
VDMB
Mehmet M. Dalkilic, Sun Kim, Jiong Yang
2006 J jnl
High-Performance Direct Pairwise Comparison of Large Genomic Sequences.
IEEE Trans. Parallel Distributed Syst.
Christopher Mueller, Mehmet M. Dalkilic, Andrew Lumsdaine
2006 C conf
Trust Establishment in Data Sharing: An Incentive Model for Biodiversity Information Systems.
CollaborateCom
Sukamol Srikwan, Markus Jakobsson, Andrew Albrecht, Mehmet M. Dalkilic
2006 A conf
Using Compression to Identify Classes of Inauthentic Texts.
SDM
Mehmet M. Dalkilic, Wyatt T. Clark, James C. Costello, Predrag Radivojac
2005 — conf
An Architecture and Application for Integrating Curation Data at the Residue Level for Proteins.
DILS
Mehmet M. Dalkilic
2005 Misc conf
Circle: design and implementation of a classifier based on circuit minimization.
SAC
Mehmet M. Dalkilic, Arijit Sengupta
2005 Misc conf
Design and evaluation of CATPA: curation and alignment tool for protein analysis.
SAC
Mehmet M. Dalkilic, Arijit Sengupta
2005 A conf
High-Performance Direct Pairwise Comparison of Large Genomic Sequences.
IPDPS
Christopher Mueller, Mehmet M. Dalkilic, Andrew Lumsdaine
2004 C conf
A logic-theoretic classifier called Circle.
ICARCV
Mehmet M. Dalkilic, Arijit Sengupta
2004 Misc conf
Guiding motif discovery by iterative pattern refinement.
SAC
Zhiping Wang, Mehmet M. Dalkilic, Sun Kim
2004 — conf
Semantic thumbnails: a novel method for summarizing document collections.
SIGDOC
Arijit Sengupta, Mehmet M. Dalkilic, James C. Costello
2003 — conf
Motif Discovery from Large Number of Sequences: A Case Study with Disease Resistance Genes in Arabidopsos thaliana.
METMBS
Irfan Gunduz, Sihui Zhao, Mehmet M. Dalkilic, Sun Kim
2002 A conf
DSQL - An SQL for Structured Documents.
CAiSE
Arijit Sengupta, Mehmet M. Dalkilic
2002 — conf
Improving Query Evaluation with Approximate Functional Dependency Based Decompositions.
BNCOD
Chris Giannella, Mehmet M. Dalkilic, Dennis P. Groth, Edward L. Robertson
2000 A* conf
Information Dependencies.
PODS
Mehmet M. Dalkilic, Edward L. Robertson
1997 — conf
CE: the Classifier-Estimator Framework for Data Mining.
DS-7
Mehmet M. Dalkilic, Edward L. Robertson, Dirk Van Gucht