Category: Journal Article
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Pure2DopeNet: Multimodal Neural Network-Based Predictive Modeling of Nanoparticle Properties from Pure Compounds
Can Polat, Mustafa Kurban, and Hasan Kurban – IOP’s Machine Learning: Science and Technology
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QuantumShellNet: Ground-State Eigenvalue Prediction of Materials Using Electronic Shell Structures and Fermionic Properties via Convolutions
Can Polat, Hasan Kurban, and Mustafa Kurban – Elsevier’s Computational Materials Science.
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An Extended de Bruijn Graph for Feature Engineering Over Biological Sequential Data
Mert Onur Cakiroglu, Hasan Kurban, Parichit Sharma, M Oguzhan Kulekci, Elham Khorasani Buxton, Maryam Raeeszadeh-Sarmazdeh, Mehmet M Dalkilic – Machine Learning: Science and Technology
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Enhancing the Electronic Properties of TiO2 Nanoparticles through Carbon Doping: An Integrated DFTB and Computer Vision Approach
Mustafa Kurban, Can Polat, Erchin Serpedin, Hasan Kurban – Elsevier’s Computational Materials Science (Accepted)
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Deep Temporal & Structural Embeddings for Unsupervised Anomaly Detection in Dynamic Graphs
Samir Abdaljalil, Hasan Kurban, Rachad Atat, Erchin Serpedin, Khalid Qaraqe – IEEE Transactions on Neural Networks and Learning Systems (under-review)
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Novel De Bruijn Graph Embeddings for Enhanced Time Series Forecasting
Mert Onur Cakiroglu, Hasan Kurban, Elham Khorasani Buxton, Mehmet Dalkilic – Machine Learning (under-review)
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A Reinforcement Learning Approach to Effective Forecasting of Pediatric Hypoglycemia in Diabetes I Patients: an extended de Bruijn Graph
Mert Onur Cakiroglu, Hasan Kurban, Khalid Qaraqe, Lilia Aljihmani, Goran Petrovski, Mehmet Dalkilic – Scientific Reports (under-review)
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p-ClustVal–Enhancing Clustering and Valuation with a Novel p-adic Approach in High-Dimensional Genomics Data
Parichit Sharma, Sarthak Mishra, Hasan Kurban, Mehmet M. Dalkilic – International Journal of Data Science and Analytics (under-review)
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Text-To-Energy–Accelerating Quantum Chemistry Calculations through Enhanced Text-to-Vector Encoding and Orbital-Aware Multilayer Perceptron
Can Polat, Hasan Kurban, Mustafa Kurban – Scientific Reports (under-review)
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ti-knn: Telescope Indexing for k-Nearest Neighbor Search Algorithms over High Dimensional Data & Large Data Sets
Madhavan Kalkunte Ramachandra, Hasan Kurban, M. Oguzhan Kulekci, Mehmet Dalkilic – Data Mining and Knowledge Discovery (under-review)
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A Noise-Adaptive Sequential Extreme Gradient Boosting Algorithm for Optimality Prediction of User Grouping in IM-OFDMA Systems
Fahrettin Ay, Saud Althunibat, Khalid Qaraqe, Hasan Kurban – IEEE Transactions on Communications (under-review)
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Geometric-k-means–An Unbounded, Accurate and Energy-Efficient k-means
Parichit Sharma, Hasan Kurban, Marcin Malec, Oguzhan Kulekci, Mehmet Dalkilic – Machine Learning (under-review)
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State of Charge and Temperature-Dependent Impedance Spectra Regeneration of Lithium-ion Battery by Duplex Learning Modeling
Selcuk Temiz, Salim Erol, Hasan Kurban, Mehmet M. Dalkilic – Journal of Energy Storage
Kurban Intelligence Lab 