1. mskiran
  2. Publications

X-Ray Image Analysis for Explosive Circuit Detection using Deep Learning Algorithms

Seyfi G., Yilmaz M., Esme E., Kiran M.S., 2024, Applied Soft Computing, 151, 111133, 1-14

A New Approach Based on Collective Intelligence to Solve Traveling Salesman Problems

Kiran M.S., Beskirli M., 2024, Biomimetics, 9(2), 1-14

A new dataset for human activity recognition and its classification with deep learning models

Vurgun Y., Kiran M.S., Journal of the Faculty of Engineering and Architecture of Gazi University, 40(1), 653 - 672

Recognizing salat activity using deep learning models via smartwatch sensors

Vurgun Y., Kiran M.S., Neural Computing & Application, 36, 19449–19467

A literature review on deep learning algorithms for analysis of X-ray images

Seyfi G., Esme E., Yilmaz M., Kiran M.S., 2023, International Journal of Machine Learning and Cybernetics, 1-17

Optimization of Butterworth and Bessel Filter Parameters with Improved Tree-Seed Algorithm

Beskirli M., Kiran M.S., 2023, Biomimetics, 8(7) 540, 1-21

Bütünleme sınavına girecek öğrenci sayısının tahmini için k-ELM yaklaşımı

Kiran M.S., Siramkaya E., Esme E., 2022, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 37 (1), 295-304

Tree-Seed Programming for Modelling of Turkey Electricity Energy Demand

Kiran M.S., Yunusova P., 2022, International Journal of Intelligent Systems and Applications in Engineering 10 (1), 142-152

Prediction of the Number of Students Taking Make-up Examinations using Artificial Neural Networks

Kiran M.S., Siramkaya E., Esme E., Senkaya M.N., 2022, International Journal of Machine Learning and Cybernetics, Volume 13, 71-81

A binary artificial bee colony algorithm and its performance assessment

Kiran M.S., 2021, Expert Systems with Applications, Volume 175, 114817

A tree-seed algorithm based on intelligent search mechanisms for continuous optimization

Kiran M.S., Hakli H., 2021, APPLIED SOFT COMPUTING, Volume 98, 106938

Human action recognition using attention based LSTM network with dilated CNN features

Khan M., Mustaqeem M., Ullah A., Imran A.S., Sajjad M., Kiran M.S., Sannino G., de Albuquerque V.H.C., 2021, Future Generation Computer Systems, Volume 125, pp. 820-830

A Jaya-based approach to wind turbine placement problem

Aslan M., Gündüz M., Kiran M.S., 2020, ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, Volume X, 1-21

A discrete tree-seed algorithm for solving symmetric traveling salesman problem

Cinar A.C., Korkmaz S., Kiran M.S., 2020, ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, Volume 23, 879-890

An improved artificial bee colony algorithm for balancing local and global search behaviors in continuous optimization

Hakli H., Kiran M.S., 2020, INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, Volume 11, 2051-2076

Integration search strategies in tree seed algorithm for high dimensional function optimization

Gungor I., Emiroglu B.G., Cinar A.C., Kiran. M.S., 2020, INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, Volume 11, 249-267

The Performance of Penalty Methods on Tree-Seed Algorithm for Numerical Constrained Optimization Problems

Cinar A.C., Kiran M.S., 2020, The International Arab Journal of Information Technology, Volume 17, 799-807

A Novel Candidate Solution Generation Strategy for Fruit Fly Optimizer

Iscan H., Kiran M.S., Gündüz M., 2019, IEEE ACCESS, Volume 7, 130903-130921

JayaX: Jaya algorithm with xor operator for binary optimization

Aslan M., Gündüz M., Kiran M.S., 2019, APPLIED SOFT COMPUTING, Volume 82,

A parallel implementation of Tree-Seed Algorithm on CUDA-supported graphical processing unit

Cinar A.C., Kiran M.S., 2018, JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, Volume 33, 1397-1409

An artificial algae algorithm for solving binary optimization problems

Korkmaz S., Babalik A., Kiran M.S., 2018, INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, Volume 9, 1233-1247

A multi-objective artificial algae algorithm

Babalik A., Ozkis A., Uymaz S.A., Kiran M.S., 2018, APPLIED SOFT COMPUTING, Volume 68, 377-395

An artificial algae algorithm with stigmergic behavior for binary optimization

Korkmaz S., Kiran M.S., 2018, APPLIED SOFT COMPUTING, Volume 64, 627-640

Similarity and Logic Gate-Based Tree-Seed Algorithms for Binary Optimization

Cinar A.C., Kiran M.S., 2018, COMPUTERS & INDUSTRIAL ENGINEERING, Volume 115, 631-646

A modification of tree-seed algorithm using Deb's rules for constrained optimization

Babalik A., Cinar A.C., Kiran M.S., 2018, APPLIED SOFT COMPUTING, Volume 63, 289-305

Two dimensional cuckoo search optimization algorithm based despeckling filter for the real ultrasound images

Gupta P.K., Lal S., Kiran M.S., Husain F., 2018, Journal of Ambient Intelligence and Humanized Computing, Volume X, 1-22

Withering process for tree-seed algorithm

Kiran M.S., 2017, Procedia Computer Science, Volume 111, 46-51

Particle swarm optimization with a new update mechanism

Kiran M.S., 2017, APPLIED SOFT COMPUTING, Volume 60, 670-678

A Novel Adaptive Cuckoo Search Algorithm for Contrast Enhancement of Satellite Images

Suresh S., Lal S., Reddy C.S., Kiran M.S., 2017, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, Volume 10, 3665-3676

The continuous artificial bee colony algorithm for binary optimization

Kiran M.S., 2015, APPLIED SOFT COMPUTING, Volume 33, 15-23

TSA: Tree-seed algorithm for continuous optimization

Kiran M.S., 2015, EXPERT SYSTEMS WITH APPLICATIONS, Volume 42, 6686-6698

Artificial bee colony algorithm with variable search strategy for continuous optimization

Kiran M.S., Hakli H., Gündüz M., Uguz H., 2015, INFORMATION SCIENCES, Volume 300, 140-157

A hierarchic approach based on swarm intelligence to solve the traveling salesman problem

Gündüz M.,Kiran M.S., Ozceylan E., 2015, TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, Volume 23, 103-117

A directed artificial bee colony algorithm

Kiran M.S., Fındık O., 2015, APPLIED SOFT COMPUTING, Volume 26, 454-462

XOR-based artificial bee colony algorithm for binary optimization

Kiran M.S., Gündüz M., 2013, TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, Volume 21, 2307-2328

The analysis of discrete artificial bee colony algorithm with neighborhood operator on traveling salesman problem

Kiran M.S., Iscan H., Gündüz M., 2013, NEURAL COMPUTING & APPLICATIONS, Volume 23, 9-21

A recombination-based hybridization of particle swarm optimization and artificial bee colony algorithm for continuous optimization problems

Kiran M.S., Gündüz M., 2013, APPLIED SOFT COMPUTING, Volume 13, 2188-2203

Swarm intelligence approaches to estimate electricity energy demand in Turkey

Kiran M.S., Ozceylan E., Gündüz M., Paksoy T., 2012, KNOWLEDGE-BASED SYSTEMS, Volume 36, 93-103

A novel hybrid algorithm based on particle swarm and ant colony optimization for finding the global minimum

Kiran M.S., Gündüz M., Baykan O.K., 2012, APPLIED MATHEMATICS AND COMPUTATION, Volume 219, 1515-1521

A Novel Artificial Bee Colony-based Algorithm for Solving the Numerical Optimization Problems

Kiran M.S., Gündüz M., 2012, INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, Volume 8, 6107-6121

A novel hybrid approach based on Particle Swarm Optimization and Ant Colony Algorithm to forecast energy demand of Turkey

Kiran M.S., Ozceylan E., Gündüz M., Paksoy T., 2012, ENERGY CONVERSION AND MANAGEMENT, Volume 53, 75-83

The rest of studies can be found in Scholar Google

An Analysis of Parameters of Extreme Learning Machines on Make-up Exam Dataset

Siramkaya E., Kiran M.S., 2024, 1. Bilsel International Sur Scientific Research Congress, 1-12

A literature review on Tree-Seed Algorithm

Kiran M.S, 2019, 8th International Conference on Advanced Technologies, 100-104

Tree-Seed Programming for Symbolic Regression

Yunusova P., Kiran M.S, 2019, 2nd International Conference on Advanced Technologies, Computer Engineering and Science, 300-303.

The Performance Analysis of Extreme Learning Machines on Odour Recognition

Esme E., Kiran M.S, 2018, Proceedings of the 2018 2nd International Conference on Cloud and Big Data Computing, 87-92.

A stigmergic binary differential evolution algorithm

Kiran M.S., 2018, Presented in 4th International Conference on Engineering Science and Technology (ICEST 2018), November 23-25 - 2018, Cebu, Philippines, Published in 2019, Journal of Industrial Engineering Research, 4, pp. 34-41.

Prediction of Football Match Outcomes Based on Bookmaker Odds by Using k-Nearest Neighbor Algorithm

Esme E., Kiran M.S., 2017, Presented in 4th International Conference on Artificial Intelligence (ICOAI 2017), October 23-25, 2017, Florence, Italy, Published in International Journal of Machine Learning and Computing, 8: 26-32

An Improved Tree Seed Algorithm for Optimization Problems

Aslan M., Beskirli M., Kodaz H., Kiran M.S., Presented in 4th International Conference on Artificial Intelligence (ICOAI 2017), October 23-25, 2017, Florence, Italy, Published in International Journal of Machine Learning and Computing, 8:20-25

Tree-Seed algorithm for large-scale binary optimization

Cinar A.C., Iscan H., Kiran M.S., 2017, Presented in The 9th International Conference on Advances in Information Technology (IAIT-2017), November 22-24 , Bangkok, Thailand, Published in KnE Social Sciences, 1:48-64

Artificial Bee Colony Algorithm for Solving Uncapacitated Facility Location Problems

Kiran M.S., Ozceylan E., Gunduz M, 2012, 25th European Conference on Operational Research, July 8-11, Vilnius, Lithuania, pp. 165

Artificial Bee Colony Approach to Estimate CO2 Emission of Turkey

Kiran M.S., Turanoglu E., Ozceylan E., 2011, 41st International Conference on Computers and Industrial Engineering, October 23-26, Los Angeles, USA, pp. 536-541

The rest of studies can be found in Scholar Google

Supplier Selection with Machine Learning Algorithms

Kiran M.S, Esme E., Torgul B., Paksoy T., 2020, Chapter, Book: Logistics 4.0 Digital Transformation of Supply Chain Management, Eds.: Paksoy T., Kochan C., Ali S.S., ISBN: 9780429327636, Taylor and Francis.

An implementation of tree-seed algorithm (TSA) for constrained optimization

Kiran M.S., 2016, Intelligent and Evolutionary Systems, Chapter, Lavangnananda K., Phon-Amnuaisuk S., Engchuan W., Chan J. (eds), Springer, pp. 189-197

The rest of studies can be found in Scholar Google