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  • Bachelor of Engineering Program in Computer Engineering, King Mongkut University of technology Thonburi, ไทย, 2544
  • Master of Engineering Program in Computer Engineering, King Mongkut University of technology Thonburi, ไทย, 2549
  • Doctor of Philosophy Program in Electrical and Computer Engineering, King Mongkut University of technology Thonburi, ไทย, 2554

Expertise Cloud

(ABC)ABC methodAdaptive FilterArtificial bee coloniesArtificial bee colonies (ABC)Artificial Bee ColonyArtificial bee colony (ABC)artificial bee colony (ABC) algorithmArtificial bee colony algorithmArtificial bee colony algorithmsArtificial bee colony algorithms (ABC)Artificial intelligenceArtificial neural networkBackground Subtractionbest-so-far ABCBest-so-far Artificial Bee Colony (Best-so-far ABC)Biologically inspired methodsblock-based multifocus image fusionBlock-based multi-focus image fusionClassificationClassification (of information)Classification errorsclassification.ClusteringColor segmentationCombinatorial ProblemComputational capabilityComputational Intelligencecontent-based image retrievalContent-Based Image Retrieval (CBIR)contrast visibilityConvolutionConvolution neural networkconvolution neural networksConvolutional neural networkData HidingData miningDeep learningdistributed artificial bee colonyDistributed computingDrug DeliveryEnergy of Laplacian (EOL)energy of laplacian of (EOL)EntropyEvolutionary algorithmsFeature ExtractionFeature point extractionFeature Point MatchingGamma CorrectionGray Level Co-occurrence Matrix (GLCM)gray-level cooccurrence matrixGrayscale ImageHadoopHierarchical architectureshierarchical clusteringHigh Performance Parallel Distributed ProcessingImage Contrast EnhancementImage DenoisingImage Edge EnhancementImage Processing & Computer VisionImage SegmentationImage SteganographyIntelligent computingIntelligent transportation systemsKnight’s Tour ProblemKnightโ€™s Tour ProblemLarge datasetLeast Significant Bit (LSB)Machine LearningMapReducematerial classificationMaximization of entropy energyMaximization of inter-class varianceMeta-heuristic methodsMicrorobotsMidpoint circle algorithmMinimum Vertex Cover ProblemMixture-of-Gaussians (MoG) background modelMultiple Object DetectionMultiple Object TrackingMultiple traffic sign detectionNeural networksNoise CancellationNormalized cross-correlationOptimal Image Edge FilterOptimal Threshold SelectionOptimizationOptimization problemsParticle Swarm Optimization (PSO)Pattern recognitionPavement Surface Distress Detection and ClassificationRGB Matching HistogramShi-Tomasi corner detectionSpatial frequency (SF)sum-modified-laplacian (SML)Swarm IntelligenceTarget Finding and Obstacle AvoidingTemplate Matchingtexture feature extractionVehicle Tracking


Computational Intelligence, Machine Learning, Image Processing & Computer Vision, High Performance Parallel Distributed Processing

Administrative Profile


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Person Relation

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Scopus h-index

#Document titleAuthorsYearSourceCited by
1The best-so-far selection in Artificial Bee Colony algorithmBanharnsakun A., Achalakul T., Sirinaovakul B.2011Applied Soft Computing Journal
11(2),pp. 2888-2901
2Job shop scheduling with the Best-so-far ABCBanharnsakun A., Sirinaovakul B., Achalakul T.2012Engineering Applications of Artificial Intelligence
25(3),pp. 583-593
3A MapReduce-based artificial bee colony for large-scale data clusteringBanharnsakun A.2017Pattern Recognition Letters
93,pp. 78-84
4Artificial Bee Colony algorithm on distributed environmentsBanharnsakun A., Achalakul T., Sirinaovakul B.2010Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010
,pp. 13-18
5Hybrid ABC-ANN for pavement surface distress detection and classificationBanharnsakun A.2017International Journal of Machine Learning and Cybernetics
8(2),pp. 699-710
6The best-so-far ABC with multiple patrilines for clustering problemsBanharnsakun A., Sirinaovakul B., Achalakul T.2013Neurocomputing
116,pp. 355-366
7Reducing bioinformatics data dimension with ABC-kNNPrasartvit T., Banharnsakun A., Kaewkamnerdpong B., Achalakul T.2013Neurocomputing
116,pp. 367-381
8ABC-GSX: A hybrid method for solving the traveling salesman problemBanharnsakun A., Achalakul T., Sirinaovakul B.2010Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010
,pp. 7-12
9Object detection based on template matching through use of best-so-far ABCBanharnsakun A., Tanathong S.2014Computational Intelligence and Neuroscience
10Towards improving the convolutional neural networks for deep learning using the distributed artificial bee colony methodBanharnsakun A.2019International Journal of Machine Learning and Cybernetics
10(6),pp. 1301-1311
11Target finding and obstacle avoidance algorithm for microrobot swarmsBanharnsakun A., Achalakul T., Batra R.2012Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
,pp. 1610-1615
12Artificial bee colony approach for enhancing LSB based image steganographyBanharnsakun A.2018Multimedia Tools and Applications
77(20),pp. 27491-27504
13Multiple traffic sign detection based on the artificial bee colony methodBanharnsakun A.2018Evolving Systems
9(3),pp. 255-264
14Artificial bee colony algorithm for enhancing image edge detectionBanharnsakun A.2019Evolving Systems
10(4),pp. 679-687
15Feature point matching based on ABC-NCC algorithmBanharnsakun A.2018Evolving Systems
9(1),pp. 71-80
16Multi-focus image fusion using best-so-far ABC strategiesBanharnsakun A.2019Neural Computing and Applications
31(7),pp. 2025-2040
17Drug Delivery Based on Swarm MicrorobotsBanharnsakun A., Achalakul T., Batra R.2016International Journal of Computational Intelligence and Applications
18A hierarchical clustering of features approach for vehicle tracking in traffic environmentsBanharnsakun A., Tanathong S.2016International Journal of Intelligent Computing and Cybernetics
9(4),pp. 354-368
19The performance and sensitivity of the parameters setting on the best-so-far ABCBanharnsakun A., Sirinaovakul B., Achalakul T.2012Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
7673 LNCS,pp. 248-257
20Artificial Bee Colony Algorithm for Solving the Knight’s Tour ProblemBanharnsakun A.2019Advances in Intelligent Systems and Computing
866,pp. 129-138
21Artificial bee colony algorithm for content-based image retrievalBanharnsakun A.2020Computational Intelligence
36(1),pp. 351-367
22Multiple object tracking based on a hierarchical clustering of features approachTanathong S., Banharnsakun A.2014Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8397 LNAI(PART 1),pp. 522-529