Mehmet M. Dalkiliç

Full Professor, Indiana University at Bloomington

Joined

July 2019

Names

Mehmet M. Dalkiliç (Preferred)

Mehmet Dalkilic

Emails

****@indiana.edu (Confirmed)

****@iu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Indiana University at Bloomington (indiana.edu)

2020 – Present

PhD student

Indiana University at Bloomington (indiana.edu)

1993 – 2000

Advisors, Relations & Conflicts

PhD Advisee

HASAN KURBAN

2012 – 2017

Expertise

3D vision

object detection

applied AI

data science

materials science

physics

chemistry

biology

computational biology

1995 – 2025

Publications

Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting
Mert Onur Cakiroglu, Idil Bilge Altun, Mehmet Dalkilic, Elham khorasani buxton, HASAN KURBAN
- FMSD @ ICML 2025
- Readers: Everyone
What Data-Centric AI Can Do For k-means: a Faster, Robust k-means-d
Parichit Sharma, HASAN KURBAN, Mehmet Dalkilic
- Data-centric Machine Learning Research (DMLR): Datasets for Foundations Models Workshop, Proceedings of the 41 st Interna- tional Conference on Machine Learning (ICML 2024), Vienna
- Readers: Everyone
p-ClustVal: A Novel p-Adic Approach for Enhanced Clustering of High-Dimensional scRNASeq Data (Extended Abstract)
Parichit Sharma, Sarthak Mishra, HASAN KURBAN, Mehmet Dalkilic
- IEEE International Conference on Data Science & Analytics
- Readers: Everyone
An extended de Bruijn graph for feature engineering over biological sequential data
Mert Onur Cakiroglu, HASAN KURBAN, Parichit Sharma, Muhammed Oguzhan Kulekci, Elham khorasani buxton, Maryam Raeeszadeh-Sarmazdeh, Mehmet Dalkilic
- Machine Learning: Science & Technology
- Readers: Everyone
DCEM: An R package for clustering big data via data-centric modification of Expectation Maximization
Parichit Sharma, HASAN KURBAN, Mehmet Dalkilic
- SoftwareX, ELSEVIER
- Readers: Everyone
Data Expressiveness and Its Use in Data-centric AI
HASAN KURBAN, Parichit Sharma, Mehmet Dalkilic
- First Data-Centric AI Workshop, NEURIPS 2021
- Readers: Everyone
A Reinforcement Learning Approach to Effective Forecasting of Pediatric Hypoglycemia in Diabetes I Patients: an extended de Bruijn Graph
Mert Onur Cakiroglu, HASAN KURBAN, Lilia Aljihmani, Khalid Qaraqe, Goran Petrovski, Mehmet Dalkilic
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

Mehmet M. Dalkiliç

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting

What Data-Centric AI Can Do For k-means: a Faster, Robust k-means-d

p-ClustVal: A Novel p-Adic Approach for Enhanced Clustering of High-Dimensional scRNASeq Data (Extended Abstract)

An extended de Bruijn graph for feature engineering over biological sequential data

DCEM: An R package for clustering big data via data-centric modification of Expectation Maximization

Data Expressiveness and Its Use in Data-centric AI

A Reinforcement Learning Approach to Effective Forecasting of Pediatric Hypoglycemia in Diabetes I Patients: an extended de Bruijn Graph

Co-Authors