Search For Publications
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Can Polat, Mustafa Kurban, and Hasan Kurban – IOP’s Machine Learning: Science and Technology
Pure2DopeNet: Multimodal Neural Network-Based Predictive Modeling of Nanoparticle Properties from Pure Compounds
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Can Polat, Hasan Kurban, and Mustafa Kurban – Elsevier’s Computational Materials Science.
QuantumShellNet: Ground-State Eigenvalue Prediction of Materials Using Electronic Shell Structures and Fermionic Properties via Convolutions
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Ganesh Arkanath, Hasan Kurban, Mehmet Dalkilic – ACM KDD 2025 (under-review)
PlayoffsNet: Enhancing NBA Playoffs Prediction Through Engineered Features and Explainable Deep Learning
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Mert Onur Cakiroglu, Hasan Kurban, Parichit Sharma, M Oguzhan Kulekci, Elham Khorasani Buxton, Maryam Raeeszadeh-Sarmazdeh, Mehmet M Dalkilic – Machine Learning: Science and Technology
An Extended de Bruijn Graph for Feature Engineering Over Biological Sequential Data
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Mustafa Kurban, Can Polat, Erchin Serpedin, Hasan Kurban – Elsevier’s Computational Materials Science (Accepted)
Enhancing the Electronic Properties of TiO2 Nanoparticles through Carbon Doping: An Integrated DFTB and Computer Vision Approach
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Parichit Sharma, Hasan Kurban, Mehmet M. Dalkilic – Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria, Data Centric Machine Learning Research Workshop (DMLR), 2024 (Accepted)
What Data-Centric AI Can Do For kmeans–a Faster, Robust kmeans-d
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Mert Onur Cakiroglu, Hasan Kurban, Khalid Qaraqe, Lilia Aljihmani, Goran Petrovski, Mehmet Dalkilic – Scientific Reports (under-review)
A Reinforcement Learning Approach to Effective Forecasting of Pediatric Hypoglycemia in Diabetes I Patients: an extended de Bruijn Graph
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Parichit Sharma, Sarthak Mishra, Hasan Kurban, Mehmet M. Dalkilic – International Journal of Data Science and Analytics (under-review)
p-ClustVal–Enhancing Clustering and Valuation with a Novel p-adic Approach in High-Dimensional Genomics Data
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Ganesh Arkanath, Hasan Kurban, Mehmet M. Dalkilic – International Journal of Data Science and Analytics (under-review)
PlayoffsNet–Enhancing NBA Playoffs Prediction Through Engineered Features and Explainable Deep Learning
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Can Polat, Hasan Kurban, Mustafa Kurban – Scientific Reports (under-review)
Text-To-Energy–Accelerating Quantum Chemistry Calculations through Enhanced Text-to-Vector Encoding and Orbital-Aware Multilayer Perceptron
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Madhavan Kalkunte Ramachandra, Hasan Kurban, M. Oguzhan Kulekci, Mehmet Dalkilic – Data Mining and Knowledge Discovery (under-review)
ti-knn: Telescope Indexing for k-Nearest Neighbor Search Algorithms over High Dimensional Data & Large Data Sets
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Fahrettin Ay, Saud Althunibat, Khalid Qaraqe, Hasan Kurban – IEEE Transactions on Communications (under-review)
A Noise-Adaptive Sequential Extreme Gradient Boosting Algorithm for Optimality Prediction of User Grouping in IM-OFDMA Systems
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Parichit Sharma, Hasan Kurban, Marcin Malec, Oguzhan Kulekci, Mehmet Dalkilic – Machine Learning (under-review)
Geometric-k-means–An Unbounded, Accurate and Energy-Efficient k-means
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Anshumaan Shankar, Gowtham Veerabadran Rajasekaran, Jacob Hendricks, Jared Andrew Schlak, Parichit Sharma, Madhavan K R, Hasan Kurban, Mehmet M. Dalkilic – KDD Undergraduate Consortium (KDD-UC), Long Beach, CA, USA
Are Sports Awards About Sports? Using AI to Find the Answer
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Ganesh Arkanath, Nishad Gupta, Hasan Kurban, Parichit Sharma, Madhavan K R, Elham Khorasani Buxton, Mehmet M Dalkilic – IEEE International Conference on Big Data, Data-Centric AI, Sorrento, Italy
Novel NBA Fantasy League driven by Engineered Team Chemistry and Scaled Position Statistics
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Sam Johnson, Josh Elms, Madhavan K R, Keerthana Sugasi, Parichit Sharma, Hasan Kurban, Mehmet M. Dalkilic – In KDD Undergraduate Consortium (KDD-UC), Long Beach, CA, USA
Are They What They Claim: A Comprehensive Study of Ordinary Linear Regression Among the Top Machine Learning Libraries in Python
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Josh Elms, Sam Johnson, Madhavan K R, Keerthana Sugasi, Parichit Sharma, Hasan Kurban, Mehmet M. Dalkilic – KDD
AReS: An AutoML Regression Service for Data Analytics and Novel Data-centric Visualizations
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Selcuk Temiz, Salim Erol, Hasan Kurban, Mehmet M. Dalkilic – Journal of Energy Storage
State of Charge and Temperature-Dependent Impedance Spectra Regeneration of Lithium-ion Battery by Duplex Learning Modeling
Kurban Intelligence Lab 