Vural Aksakalli

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 16

Top Topics

Feature Selection

Simulated Annealing

Learning Platform

Top Venues

Expert Syst. Appl.

Comput. Oper. Res.

INFORMS J. Comput.

Publications

Tabinda Sarwar, Sattar Seifollahi, Jeffrey Chan, Xiuzhen Zhang, Vural Aksakalli, Irene Lena Hudson, Karin Verspoor, Lawrence Cavedon
The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges. ACM Comput. Surv. 55 (2) (2023)
Carl E. Belle, Vural Aksakalli, Salvy P. Russo
A machine learning platform for the discovery of materials. J. Cheminformatics 13 (1) (2021)
Vural Aksakalli, Zeren D. Yenice, Milad Malekipirbazari, Kamyar Kargar
Feature selection using stochastic approximation with Barzilai and Borwein non-monotone gains. Comput. Oper. Res. 132 (2021)
Ali Fuat Alkaya, Serkan Yildirim, Vural Aksakalli
Heuristics for the Canadian traveler problem with neutralizations. Comput. Ind. Eng. 159 (2021)
Milad Malekipirbazari, Vural Aksakalli, Waleed Shafqat, Andrew S. Eberhard
Performance comparison of feature selection and extraction methods with random instance selection. Expert Syst. Appl. 179 (2021)
Guo Feng Anders Yeo, Vural Aksakalli
A stochastic approximation approach to simultaneous feature weighting and selection for nearest neighbour learners. Expert Syst. Appl. 185 (2021)
Mani Suleiman, Haydar Demirhan, Leanne Boyd, Federico Girosi, Vural Aksakalli
A clinical coding recommender system. Knowl. Based Syst. 210 (2020)
Mani Suleiman, Haydar Demirhan, Leanne Boyd, Federico Girosi, Vural Aksakalli
Incorporation of expert knowledge in the statistical detection of diagnosis related group misclassification. Int. J. Medical Informatics 136 (2020)
Bahman Madadi, Vural Aksakalli
A stochastic approximation approach to spatio-temporal anchorage planning with multiple objectives. Expert Syst. Appl. 146 (2020)
Serkan Yildirim, Vural Aksakalli, Ali Fuat Alkaya
Canadian Traveler Problem with Neutralizations. Expert Syst. Appl. 132 (2019)
Ufuk Aslan, Ali Fuat Alkaya, Serkan Yildirim, Vural Aksakalli
Any Angle Path Finding in Stochastic Obstacle Scenes. ICAAI (2019)
Ramazan Algin, Ali Fuat Alkaya, Vural Aksakalli
Hybridization of Migrating Birds Optimization with Simulated Annealing. HIS (2018)
Zeren D. Yenice, Niranjan Adhikari, Yong Kai Wong, Vural Aksakalli, Alev Taskin Gumus, Babak Abbasi
SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking. CoRR (2018)
Daniel Damir Harabor, Alban Grastien, Dindar Öz, Vural Aksakalli
Optimal Any-Angle Pathfinding In Practice. J. Artif. Intell. Res. 56 (2016)
Vural Aksakalli, O. Furkan Sahin, Ibrahim Ari
Based Exact Algorithm for the Canadian Traveler Problem. INFORMS J. Comput. 28 (1) (2016)
Vural Aksakalli, Milad Malekipirbazari
Feature selection via binary simultaneous perturbation stochastic approximation. Pattern Recognit. Lett. 75 (2016)
Milad Malekipirbazari, Dindar Öz, Vural Aksakalli, Ali Fuat Alkaya, Yusuf Volkan Aydogdu
Capacity Planning in Non-uniform Depth Anchorages. KES-IDT (2015)
Dindar Öz, Ali Fuat Alkaya, Vural Aksakalli
Developing an Exact Method for the Obstacle Neutralization Problem. CTW (2015)
Ramazan Algin, Ali Fuat Alkaya, Vural Aksakalli
Performance Comparison of Metaheuristics for the Obstacle Neutralization Problem. CTW (2015)
Milad Malekipirbazari, Vural Aksakalli
Risk assessment in social lending via random forests. Expert Syst. Appl. 42 (10) (2015)
Dindar Öz, Vural Aksakalli, Ali Fuat Alkaya, Yusuf Volkan Aydogdu
An anchorage planning strategy with safety and utilization considerations. Comput. Oper. Res. 62 (2015)
Vural Aksakalli, Milad Malekipirbazari
Feature Selection via Binary Simultaneous Perturbation Stochastic Approximation. CoRR (2015)
Ali Fuat Alkaya, Vural Aksakalli, Carey E. Priebe
A penalty search algorithm for the obstacle neutralization problem. Comput. Oper. Res. 53 (2015)
Vural Aksakalli, Ibrahim Ari
Penalty-Based Algorithms for the Stochastic Obstacle Scene Problem. INFORMS J. Comput. 26 (2) (2014)
Melih Bulu, Muhammed Ali Önder, Vural Aksakalli
Algorithm-embedded IT applications for an emerging knowledge city: Istanbul, Turkey. Expert Syst. Appl. 41 (12) (2014)
Ali Fuat Alkaya, Ramazan Algin, Yusuf Sahin, Mustafa Agaoglu, Vural Aksakalli
Performance of Migrating Birds Optimization Algorithm on Continuous Functions. ICSI (2) (2014)
Ibrahim Ari, Vural Aksakalli, Yusuf Volkan Aydogdu, Serdar Kum
Optimal ship navigation with safety distance and realistic turn constraints. Eur. J. Oper. Res. 229 (3) (2013)
Ramazan Algin, Ali Fuat Alkaya, Vural Aksakalli, Dindar Öz
An Ant System Algorithm for the Neutralization Problem. IWANN (2) (2013)
Vural Aksakalli
Optimizing direct response in Internet display advertising. Electron. Commer. Res. Appl. 11 (3) (2012)
Tarik Arici, Vural Aksakalli
Energy-minimization based Motion Estimation using Adaptive Smoothness Priors. VISAPP (2) (2012)
Donniell E. Fishkind, Carey E. Priebe, Kendall E. Giles, L. N. Smith, Vural Aksakalli
Disambiguation Protocols Based on Risk Simulation. IEEE Trans. Syst. Man Cybern. Part A 37 (5) (2007)
Vural Aksakalli
The BAO* algorithm for stochastic shortest path problems with dynamic learning. CDC (2007)
Vural Aksakalli, Daniel Ursu
Control of Nonlinear Stochastic Systems: Model-Free Controllers versus Linear Quadratic Regulators. CDC (2006)
Yahya Fathi, Vural Aksakalli
Heuristic methods for gang-rip saw arbor design. Eur. J. Oper. Res. 154 (3) (2004)