Article
1. An improved differential evolution algorithm for numerical optimization problems
Thammano, Arit and Farda, Irfan
Type: Article | 2023 | HighTech and Innovation Journal
2. Hybrid modified ant system with sweep algorithm and path relinking for the capacitated vehicle routing problem
Thammano, Arit and Rungwachira, Petcharat
Type: Article | 2021 | Heliyon
3. Hybrid Nature-Inspired Optimization Algorithm: Hydrozoan and Sea Turtle Foraging Algorithms for Solving Continuous Optimization Problems
Tansui, Daranat and Thammano, Arit
Type: Article | 2020 | IEEE Access
4. การพยากรณ์โรคมะเร็งเต้านมด้วยอัลกอริทึมการจำแนกประเภทแบบเคมีนร่วมกับค่าถ่วงนํ้าหนักแบบปรับตัวเอง
Thammano, Arika, Wangkid, Muthita and Thammano, Arit
Type: Article | 2020 | Journal of Information Science and Technology
5. Swarm Optimization Algorithm Based on the Ant Colony Life Cycle
Kiatwuthiamorn, Jiraporn and Thammano, Arit
Type: Article | 2019 | Malaysian Journal of Computer Science
6. Modified Ant Colony Optimization Algorithm for Multiple-vehicle Traveling Salesman Problems
Oonsrikaw, Yindee and Thammano, Arit
Type: Article | 2018 | International Journal of Networked and Distributed Computing
7. Modified Ant Colony Optimization Algorithm for Multiple-vehicle Traveling Salesman Problems
Oonsrikaw, Yindee and Thammano, Arit
Type: Article | 2018 | International Journal of Networked and Distributed Computing
8. Memetic algorithm based on marriage in honey bees optimization for flexible job shop scheduling problem
Phu-ang, Ajchara and Thammano, Arit
Type: Article | 2017 | Memetic Computing
9. Firefly Mating Algorithm for Continuous Optimization Problems
Ritthipakdee, Amarita, Thammano, Arit, Premasathian, Nol and Jitkongchuen, Duangjai
Type: Article | 2017 | Computational Intelligence and Neuroscience
10. A new algorithm for flexible job-shop scheduling problem based on particle swarm optimization
Teekeng, Wannaporn, Thammano, Arit, Unkaw, Pornkid and Kiatwuthiamorn, Jiraporn
Type: Article | 2016 | Artificial Life and Robotics
11. A modified genetic algorithm with fuzzy roulette wheel selection for job-shop scheduling problems
Thammano, Arit and Teekeng, Wannaporn
Type: Article | 2015 | International Journal of General Systems
12. Recognition of archaic Lanna handwritten manuscripts using a hybrid bio-inspired algorithm
Thammano, Arit and Pravesjit, Sakkayaphop
Type: Article | 2015 | Memetic Computing
13. An application of ant algorithm for searching energy-efficient route a mobile robot takes using energy as a weighting factor
Anuntachai, Anuntapat, Wongwirat, Olarn and Thammano, Arit
Type: Article | 2014 | Artificial Life and Robotics
14. A self-adaptive differential evolution algorithm for continuous optimization problems
Jitkongchuen, Duangjai and Thammano, Arit
Type: Article | 2014 | Artificial Life and Robotics
15. A Novel Optimization Algorithm based on the Natural Behavior of the Ant Colonies
Kiatwuthiamorn, Jiraporn and Thammano, Arit
Type: Article | 2013 | Procedia Computer Science
16. A Hybrid Artificial Bee Colony Algorithm with Local Search for Flexible Job-shop Scheduling Problem
Thammano, Arit and Phu-ang, Ajchara
Type: Article | 2013 | Procedia Computer Science
17. A hybrid evolutionary algorithm for the resource-constrained project scheduling problem
Thammano, Arit and Phu-ang, Ajchara
Type: Article | 2012 | Artificial Life and Robotics
18. SMBO: A self-organizing model of marriage in honey-bee optimization
Thammano, Arit and Poolsamran, Patcharawadee
Type: Article | 2012 | Expert Systems with Applications
19. Modified Genetic Algorithm for Flexible Job-Shop Scheduling Problems
Teekeng, Wannaporn and Thammano, Arit
Type: Article | 2012 | Procedia Computer Science
20. A Modified Marriage in Honey-Bee Optimization for Function Optimization Problems
Poolsamran, Patcharawadee and Thammano, Arit
Type: Article | 2011 | Procedia Computer Science
21. A Combination of Shuffled Frog Leaping and Fuzzy Logic for Flexible Job-Shop Scheduling Problems
Teekeng, Wannaporn and Thammano, Arit
Type: Article | 2011 | Procedia Computer Science
22. A new computational intelligence technique based on human group formation
Thammano, Arit and Moolwong, Jittraporn
Type: Article | 2010 | Expert Systems with Applications
23. Nonlinear dynamic system identification using recurrent neural network with multi-segment piecewise-linear connection weight
Thammano, Arit and Ruxpakawong, Phongthep
Type: Article | 2010 | Memetic Computing
24. Time-Series Forecasting Using Fuzzy-Neural System with Evolutionary Rule Base
Thammano, Arit and Palahan, Sirinda
Type: Article | 2006 | Journal of Robotics and Mechatronics
25. การศึกษาแนวโน้มธุรกิจทางอินเตอร์เน็ต จากพฤติกรรมการใช้งานของผู้บริโภค
Thammano, Arit and Suwasaraporn, Suchart
Type: Article | 2002 | สารเนคเทค
26. Dynamic neuro-fuzzy control of the nonlinear process
Sun, G., Dagli, C.H. and Thammano, Arit
Type: Article | 1997 | Computers & Industrial Engineering
Book Section
1. Modified Ant System with Threshold for the Vehicle Routing Problem
Rungwachira, Petcharat and Thammano, Arit
Type: Book Section | 2022 | Lecture Notes in Networks and Systems
2. A Self-adaptive Differential Evolution Algorithm for Solving Optimization Problems
Farda, Irfan and Thammano, Arit
Type: Book Section | 2022 | Proceedings of the 18th International Conference on Computing and Information Technology (IC2IT 2022)
3. Touching Character Segmentation Method of Archaic Lanna Script
Pravesjit, Sakkayaphop and Thammano, Arit
Type: Book Section | 2012 | E-Business and Telecommunications, Communications in Computer and Information Science
4. Feedforward Neural Network with Multi-valued Connection Weights
Thammano, Arit and Ruxpakawong, Phongthep
Type: Book Section | 2009 | Advances in Neural Networks – ISNN 2009, Lecture Notes in Computer Science
5. A Neural Network Model for Online Handwritten Mathematical Symbol Recognition
Thammano, Arit and Rugkunchon, Sukhumal
Type: Book Section | 2006 | Lecture Notes in Computer Science, Intelligent Computing
6. Genetic Algorithm-Based Clustering and Its New Mutation Operator
Thammano, Arit and Kakulphimp, Uraiwan
Type: Book Section | 2006 | Lecture Notes in Computer Science, Intelligent Computing
7. A New Evolutionary Neural Network Classifier
Thammano, Arit and Meengen, Asavin
Type: Book Section | 2005 | Advances in Knowledge Discovery and Data Mining, Lecture Notes in Computer Science
8. Human Face Recognition Using Modified Hausdorff ARTMAP
Thammano, Arit and Ruensuk, Songpol
Type: Book Section | 2005 | Lecture Notes in Computer Science, Advances in Intelligent Computing
Conference or Workshop Item
1. Deterministic Initialization of k-means Clustering by Data Distribution Guide
Sirikayon, Chaloemphon and Thammano, Arit
Type: Conference or Workshop Item | 2022 | The 7th International Conference on Digital Arts, Media and Technology (DAMT) and 5th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON)
2. An Adaptive Whale Optimization Algorithm with Mahalanobis Distance for Optimization Problems
Jitkongchuen, Duangjai, Sirikayon, Chaloemphon and Thammano, Arit
Type: Conference or Workshop Item | 2022 | The 7th International Conference on Digital Arts, Media and Technology (DAMT) and 5th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON)
3. Adaptive Learning Rate for Neural Network Classification Model
Thammano, Arit, Jullapak, Rujira and Surakratanasakul, Boonprasert
Type: Conference or Workshop Item | 2022 | 26th International Computer Science and Engineering Conference (ICSEC 2022)
4. Adaptive Learning Rate for Dealing with Imbalanced Data in Classification Problems
Jantanasukon, Ratanon and Thammano, Arit
Type: Conference or Workshop Item | 2021 | 2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering
5. An Improved Invasive Weed Algorithm with RBFNN for Optimizing Classification Problems
Tansui, Daranat and Thammano, Arit
Type: Conference or Workshop Item | 2019 | 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS)
6. Improved Ant Colony Optimization with Local Search for Traveling Salesman Problem
Thammano, Arit and Oonsrikaw, Yindee
Type: Conference or Workshop Item | 2019 | 2019 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
7. An Enhanced Bat Algorithm with Random Walk for Solving Continuous Optimization Problems
Tansui, Daranat and Thammano, Arit
Type: Conference or Workshop Item | 2019 | 2019 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
8. Enhanced Ant Colony Optimization with Local Search
Oonsrikaw, Yindee and Thammano, Arit
Type: Conference or Workshop Item | 2018 | 2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS)
9. Weighted distance grey wolf optimization with immigration operation for global optimization problems
Jitkongchuen, Duangjai, Sukpongthai, Warattha and Thammano, Arit
Type: Conference or Workshop Item | 2017 | 2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
10. Primate swarm algorithm for continuous optimization problems
Ritthipakdee, Amarita and Thammano, Arit
Type: Conference or Workshop Item | 2017 | 2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
11. Nature-inspired optimization method: Hydrozoan algorithm for solving continuous problems
Tansui, Daranat and Thammano, Arit
Type: Conference or Workshop Item | 2017 | 2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
12. An application of Pareto solution with adapted ACO for searching optimal route of a mobile robot in rough terrain environment
Anuntachai, Anuntapat, Thammano, Arit and Wongwirat, Olarn
Type: Conference or Workshop Item | 2016 | 2016 16th International Conference on Control, Automation and Systems (ICCAS)
13. Searching optimization route by using Pareto solution with ant algorithm for mobile robot in rough terrain environment
Anuntachai, Anuntapat, Thammano, Arit and Wongwirat, Olarn
Type: Conference or Workshop Item | 2016 | 2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV)
14. Sea Turtle Foraging Algorithm for Continuous Optimization Problems
Tansui, Daranat and Thammano, Arit
Type: Conference or Workshop Item | 2016 | 2016 the 6th International Workshop on Computer Science and Engineering
15. Optimization algorithm inspired by the life cycle of an ant colony
Thammano, Arit and Kiatwuthiamorn, Jiraporn
Type: Conference or Workshop Item | 2015 | The 20th International Symposium on Artificial Life and Robotics (AROB 20th 2015)
16. Efficient cluster center initialization method for K-means Clustering
Thammano, Arit and Chattanes, Pathcharnee
Type: Conference or Workshop Item | 2014 | The Nineteenth International Symposium on Artificial Life and Robotics 2014 (AROB 19th 2014)
17. A new swarm intelligence algorithm for continuous function optimization
Thammano, Arit and Jitkongchuen, Duangjai
Type: Conference or Workshop Item | 2014 | The Nineteenth International Symposium on Artificial Life and Robotics 2014 (AROB)
18. Enhancing K-means algorithm for solving classification problems
Thammano, Arit and Kesisung, Pannee
Type: Conference or Workshop Item | 2013 | 2013 IEEE International Conference on Mechatronics and Automation (ICMA)
19. A new selection operator to improve the performance of genetic algorithm for optimization problems
Ritthipakdee, Amarita, Thammano, Arit, Premasathian, Nol and Uyyanonvara, Bunyarit
Type: Conference or Workshop Item | 2013 | 2013 IEEE International Conference on Mechatronics and Automation (ICMA)
20. Segmentation of historical lanna handwritten manuscripts
Pravesjit, Sakkayaphop and Thammano, Arit
Type: Conference or Workshop Item | 2012 | 2012 6th IEEE International Conference Intelligent Systems (IS)
21. A modified marriage in honey-bee optimization for multiobjective optimization problems
Poolsamran, Patcharawadee and Thammano, Arit
Type: Conference or Workshop Item | 2012 | 2012 6th IEEE International Conference Intelligent Systems (IS)
22. A Hybrid DE-ACO Approach for Discovering Classification Rules
Thammano, Arit
Type: Conference or Workshop Item | 2012 | International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2012)
23. Gravitational Clustering Algorithm : GCA
Thammano, Arit and Sangkapas, Ponglert
Type: Conference or Workshop Item | 2011 | The 26th International Technical Conference on Circuits / Systems, Computers and Communications (ITC-CSCC 2011)
24. Segmentation of Touching Lanna Characters
Thammano, Arit and Pravesjit, Sakkayaphop
Type: Conference or Workshop Item | 2011 | International Conference on Signal Processing and Multimedia Applications (SIGMAP 2011)
25. Players tracking and ball detection for an automatic tennis video annotation
Teachabarikiti, Kosit, Chalidabhongse, Thanarat Horprasert and Thammano, Arit
Type: Conference or Workshop Item | 2010 | Vision (ICARCV 2010)
26. การจำแนกท่าตีในวีดิทัศน์กีฬาเทนนิสแบบอัตโนมัติ
Thammano, Arit and Teachabarikiti, Kosit
Type: Conference or Workshop Item | 2010 | The 3rd National Conference on Information Technology: "IT Innovation for Global Awareness" (NCIT 2010)
27. Time Series Forecasting Using The Evolutionary Fuzzy System
Thammano, Arit and Attavirojanakul, Ladawan
Type: Conference or Workshop Item | 2010 | The IASTED International Conference on Artificial Intelligence and Applications (AIA 2005)
28. Dynamic system identification using recurrent neural network with multi-valued connection weight
Thammano, Arit and Ruxpakawong, Phongthep
Type: Conference or Workshop Item | 2009 | 2009 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
29. Classification Algorithm Based on Human Social Behavior
Thammano, Arit and Moolwong, Jittraporn
Type: Conference or Workshop Item | 2007 | 7th IEEE International Conference on Computer and Information Technology (CIT 2007)
30. Solving Classification Problems Using Supervised Self-Organizing Map
Thammano, Arit and Kiatwuthiamorn, Jiraporn
Type: Conference or Workshop Item | 2007 | 2007 IEEE International Symposium on Signal Processing and Information Technology
31. Old Southeast Asian Script Recognition Using Evolutionary Algorithm
Thammano, Arit and Trikeawcharoen, Supin
Type: Conference or Workshop Item | 2007 | Third International Conference on Natural Computation (ICNC 2007)
32. Classification algorithm based on human social behavior
Thammano, Arit and Moolwong, Jittraporn
Type: Conference or Workshop Item | 2007
33. Applying Historical Information to Improve Genetic Algorithm-based Clustering
Thammano, Arit and Kukulphimp, Uraiwan
Type: Conference or Workshop Item | 2007 | 2007 International Technical Conference on Circuits/Systems Computers and Communications (ITC-CSCC 2006)
34. Applying a Weighting Matrix to the Hierarchical Neural Network Model for Handwritten Thai Character Recognition
Thammano, Arit and Poolsamran, Patcharawadee
Type: Conference or Workshop Item | 2006 | 2006 International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06)
35. Thai Vehicle License Plate Recognition Using the Hierarchical Cross-correlation ARTMAP
Duangphasuk, Pruegsa and Thammano, Arit
Type: Conference or Workshop Item | 2006 | 2006 3rd International IEEE Conference Intelligent Systems
36. English-Thai Example-Based Machine Translation using n-gram model
Kritsuthikul, Nattapol, Thammano, Arit and Supnithi, Thepchai
Type: Conference or Workshop Item | 2006 | 2006 IEEE International Conference on Systems, Man and Cybernetics
37. Online Handwritten Mathematical Symbol Recognitin Using the Hybrid Approach
Thammano, Arit and Rungkunchon, Sukhumal
Type: Conference or Workshop Item | 2006 | 2006 International Technical Conference on Circuits/Systems Computers and Communications (ITC-CSCC 2006)
38. Printed Thai character recognition using the hierarchical cross-correlation ARTMAP
Thammano, Arit and Duangphasuk, Pruegsa
Type: Conference or Workshop Item | 2005 | 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05)
39. A New Fuzzy-Neural System for Time Series Forecasting
Thammano, Arit and Palahan, Sirinda
Type: Conference or Workshop Item | 2005 | The Twenty-Fourth IASTED International Conference on Modelling, Identification, and Control (MIC 2005)
40. Hausdorff ARTMAP for Human Face Recognition
Thammano, Arit and Rungruang, Chongkolnee
Type: Conference or Workshop Item | 2005 | The Third International Conference on Artificial Intelligence, Knowledge Engineering, and Databases, February 13-15, 2004
41. Speech Recognition of Thai Digits using Modified Cross-Correlation Neural Network
Thammano, Arit and Klomiam, Narodom
Type: Conference or Workshop Item | 2004 | IASTED International Conference on Artificial Intelligence and Applications
42. Hybrid Time Series Forecasting System Using Simplified Fuzzy ARTMAP and Backpropagation Neural Networks
Thammano, Arit and Juntauppalee, Jindarat
Type: Conference or Workshop Item | 2004 | The 2004 International TechnicalConference on Circuits/Systems , Computer and Communications
43. Handwritten Thai character recognition using fuzzy membership function and fuzzy ARTMAP
Pornchaikajornsak, Arrak and Thammano, Arit
Type: Conference or Workshop Item | 2003 | 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation
44. NOISE CLEANING PROCESS USING THE FUZZY MEMBERSHIP FUNCTION
Thammano, Arit and Ruxpakawong, Phongthep
Type: Conference or Workshop Item | 2002 | Proceedings of the 5th International FLINS Conference
45. Handwritten Thai Character Recognition Using Fuzzy Linguistic Rules
Thammano, Arit and Pornchaikajornsak, Arrak
Type: Conference or Workshop Item | 2002 | ANNIE 2002 ชื่อหนังสือ Intelligent Engineering ชื่อหนังสือ Intelligent Engineering Neural Networks Volume 12
46. Printed Thai Character Recognition Using Neural Networks
Thammano, Arit and Ruxpakawong, Phongthep
Type: Conference or Workshop Item | 1998 | ANNIE 2001