Boonserm Kijsirikul

103 papers A* 1A 2B 24C 6Misc 4Journal 43Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automatic MRI Lymph Node Annotation From CT Labels. IEEE Access Souraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, Boonserm Kijsirikul, Aili Wang, Akira Ouchi, Yasuhiro Shimizu
2025	J	`jnl`	Papillary Thyroid Carcinoma Semantic Segmentation Using Multi-Scale Adaptive Convolutional Network With Dual Decoders. IEEE Access Thanat Payatsuporn, Pittipol Kantavat, Nichthida Tangnuntachai, Nopporn Tipparawong, Waratchanok Techapapa, Boonserm Kijsirikul, Somboon Keelawat
2024	—	`conf`	Cross-Modality Medical Image Registration with Local-Global Spatial Correlation. ICPR (11) Souraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, Boonserm Kijsirikul, Aili Wang, Akira Ouchi, Yasuhiro Shimizu
2024	B	`conf`	Improved Method for Estimating Quality of Life Values of Images in Driving Scenes. KES Shinji Fukui, Yuji Iwahori, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi
2024	J	`jnl`	Meta Lifelong-Learning With Selective and Task-Aware Adaptation. IEEE Access Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Kasidis Kanwatchara, Boonserm Kijsirikul, Peerapon Vateekul
2024	J	`jnl`	Navigating Malignancy: Deep Learning for Mediastinal Lymph Node Classification. IEEE Access Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
2023	J	`jnl`	Enhancing Network Visibility and Security with Advanced Port Scanning Techniques. Sensors Rana Abu Bakar, Boonserm Kijsirikul
2023	B	`conf`	Estimating QOL from Car View Scene using Deep Neural Network and Clustering Approach. KES Naoki Watanabe, Yuji Iwahori, Shinji Fukui, Akihiko Okazaki, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi
2023	J	`jnl`	MLP-UNet: Glomerulus Segmentation. IEEE Access Franchis N. Saikia, Yuji Iwahori, Taisei Suzuki, Manas Kamal Bhuyan, Aili Wang, Boonserm Kijsirikul
2022	Misc	`conf`	A Deep Neural Networks model for Restaurant Recommendation systems in Thailand. ICMLC Apisara Saelim, Boonserm Kijsirikul
2022	J	`jnl`	Coronavirus disease situation analysis and prediction using machine learning: a study on Bangladeshi population. CoRR Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
2022	C	`conf`	Deep Neural Network for Estimating Value of Quality of Life in Driving Scenes. ICPRAM Shinji Fukui, Naoki Watanabe, Yuji Iwahori, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi, Akihiko Okazaki
2022	—	`conf`	Efficient Image Embedding for Fine-Grained Visual Classification. KST Soranan Payatsuporn, Boonserm Kijsirikul
2022	J	`jnl`	Enhancing Lifelong Language Learning by Improving Pseudo-Sample Generation. Comput. Linguistics Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
2022	J	`jnl`	Extraction and Calculation of Roadway Area from Satellite Images Using Improved Deep Learning Model and Post-Processing. J. Imaging Varun Yerram, Hiroyuki Takeshita, Yuji Iwahori, Yoshitsugu Hayashi, Manas Kamal Bhuyan, Shinji Fukui, Boonserm Kijsirikul, Aili Wang
2022	J	`jnl`	Mediastinal Lymph Node Detection and Segmentation Using Deep Learning. IEEE Access Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
2022	J	`jnl`	Mediastinal Lymph Node Detection and Segmentation Using Deep Learning. CoRR Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
2022	J	`jnl`	The Bangkok Urbanscapes Dataset for Semantic Urban Scene Understanding Using Enhanced Encoder-Decoder With Atrous Depthwise Separable A1 Convolutional Neural Networks. IEEE Access Kitsaphon Thitisiriwech, Teerapong Panboonyuen, Pittipol Kantavat, Yuji Iwahori, Boonserm Kijsirikul
2022	—	`conf`	Voice Impersonation for Thai Speech Using CycleGAN over Prosody. MSIE Chatri Chuangulueam, Boonserm Kijsirikul, Nuttakorn Thubthong
2021	J	`jnl`	A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN. Sensors Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
2021	—	`conf`	Rational LAMOL: A Rationale-based Lifelong Learning Framework. ACL/IJCNLP (1) Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
2020	—	`conf`	A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. ACIIDS (1) Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul
2020	B	`conf`	Automatic Construction of Dataset with Automatic Annotation for Object Detection. KES Naoki Watanabe, Shinji Fukui, Yuji Iwahori, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
2020	—	`conf`	Blood Vessel Structure Analysis in Endoscopic Images for Computer-Aided Diagnosis. IIAI-AAI Shunsuke Kato, Hiroyasu Usami, Yuji Iwahori, Akihiko Okazaki, Boonserm Kijsirikul, Naotaka Ogasawara, Kunio Kasugai
2020	—	`conf`	Detection of Lymph Nodes using CNN from Contrast-Enhanced CT Images. IIAI-AAI Tatsuki Ono, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Taihei Oshiro, Yasuhiro Shimizu
2020	B	`conf`	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
2020	J	`jnl`	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
2020	J	`jnl`	High resolution weakly supervised localization architectures for medical images. CoRR Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich
2020	C	`conf`	Interdependent Multi-task Learning for Simultaneous Segmentation and Detection. ICPRAM Mahesh Reginthala, Yuji Iwahori, Manas Kamal Bhuyan, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
2020	—	`conf`	Wellhead Compressor Failure Prediction Using Attention-based Bidirectional LSTMs with Data Reduction Techniques. ICCDA Wirasak Chomphu, Boonserm Kijsirikul
2019	J	`jnl`	A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. CoRR Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul
2019	B	`conf`	A Method of Data Augmentation for Classifying Road Damage Considering Influence on Classification Accuracy. KES Haruki Tsuchiya, Shinji Fukui, Yuji Iwahori, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
2019	J	`jnl`	CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity. CoRR Konpat Preechakul, Boonserm Kijsirikul
2019	—	`conf`	Classification of Benign or Malignant Cell Nuclei using Nucleolus. IIAI-AAI Noriaki Kobayashi, Yuji Iwahori, Takashi Iwamoto, Jun Ueda, Boonserm Kijsirikul, Aili Wang
2019	B	`conf`	Detecting and Removing Specular Reflectance Components Based on Image Linearization. KES Ryosuke Nakao, Yuji Iwahori, Yoshinori Adachi, Aili Wang, Manas Kamal Bhuyan, Boonserm Kijsirikul
2019	—	`conf`	Shape Recovery of Polyp Using Blood Vessel Detection and Matching Estimation by U-Net. IIAI-AAI Hibiki Toda, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Naotaka Ogasawara, Kunio Kasugai
2019	J	`jnl`	Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening. CoRR Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
2018	B	`conf`	Defect Classification of Electronic Board Using Dense SIFT and CNN. KES Yuji Iwahori, Yohei Takada, Tokiko Shiina, Yoshinori Adachi, Manas Kamal Bhuyan, Boonserm Kijsirikul
2018	Misc	`conf`	Efficient All-and-One Support Vector Machines Based on One-versus-All Data Inseparability. IRI Patoomsiri Songsiri, Boonserm Kijsirikul
2018	J	`jnl`	Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
2018	J	`jnl`	Universum Selection for Boosting the Performance of Multiclass Support Vector Machines Based on One-versus-One Strategy. Knowl. Based Syst. Patoomsiri Songsiri, Vladimir Cherkassky, Boonserm Kijsirikul
2017	J	`jnl`	Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
2017	J	`jnl`	Probabilistic Background Model by Density Forests for Tracking. Int. J. Softw. Innov. Daimu Oiwa, Shinji Fukui, Yuji Iwahori, Tsuyoshi Nakamura, Boonserm Kijsirikul, Manas Kamal Bhuyan
2017	J	`jnl`	Recovering Polyp Shape from an Endoscope Image Using Two Light Sources. Int. J. Softw. Innov. Hiroyasu Usami, Yuji Iwahori, Yuki Hanai, Boonserm Kijsirikul, Kunio Kasugai
2017	B	`conf`	Tracking with Extraction of Moving Object under Moving Camera Environment. KES Daimu Oiwa, Shinji Fukui, Yuji Iwahori, Boonserm Kijsirikul, Tsuyoshi Nakamura, Manas Kamal Bhuyan
2016	C	`conf`	Estimating Reflectance Parameter of Polyp using Medical Suture Information in Endoscope Image. ICPRAM Yuji Iwahori, Daiki Yamaguchi, Tsuyoshi Nakamura, Boonserm Kijsirikul, Manas Kamal Bhuyan, Kunio Kasugai
2016	B	`conf`	Thai Printed Character Recognition Using Long Short-Term Memory and Vertical Component Shifting. PRICAI Taweesak Emsawas, Boonserm Kijsirikul
2015	J	`jnl`	Enhancement of multi-class support vector machine construction from binary learners using generalization performance. Neurocomputing Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul
2014	B	`conf`	Sub-classifier construction for error correcting output code using minimum weight perfect matching. IJCNN Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
2013	J	`jnl`	Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance. CoRR Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul
2013	J	`jnl`	Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching. CoRR Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
2012	J	`jnl`	Applying Deep Belief Networks to Word Sense Disambiguation CoRR Peratham Wiriyathammabhum, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura
2012	J	`jnl`	Robust Principal Component Analysis Using Statistical Estimators CoRR Peratham Wiriyathammabhum, Boonserm Kijsirikul
2010	J	`jnl`	A new kernelization framework for Mahalanobis distance learning algorithms. Neurocomputing Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul
2010	J	`jnl`	A unified semi-supervised dimensionality reduction framework for manifold learning. Neurocomputing Ratthachat Chatpatanasiri, Boonserm Kijsirikul
2010	J	`jnl`	Evolutionary strategies for hyperparameters of support vector machines based on multi-scale radial basis function kernels. Soft Comput. Tanasanee Phienthrakul, Boonserm Kijsirikul
2010	J	`jnl`	Short proofs for online multiclass prediction on graphs. Inf. Process. Lett. Jittat Fakcharoenphol, Boonserm Kijsirikul
2009	B	`ed.`	Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings PAKDD Thanaruk Theeramunkong, Boonserm Kijsirikul, Nick Cercone, Tu Bao Ho
2009	—	`conf`	Basis Selection for 2DLDA-Based Face Recognition Using Fisher Score. ICONIP (1) Peratham Wiriyathammabhum, Boonserm Kijsirikul
2009	—	`conf`	Predicting HIV-1 Drug Resistance: A Comparison of Three Learning Algorithms. BMEI Anantaporn Srisawat, Boonserm Kijsirikul
2009	—	`conf`	Sentiment Classification with Support Vector Machines and Multiple Kernel Functions. ICONIP (2) Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura
2009	J	`jnl`	Zone analysis: a visualization framework for classification problems. Artif. Intell. Rev. Ratthachat Chatpatanasiri, Prasertsak Pungprasertying, Boonserm Kijsirikul
2008	B	`conf`	Adaptive stabilized multi-RBF kernel for Support Vector Regression. IJCNN Tanasanee Phienthrakul, Boonserm Kijsirikul
2008	C	`conf`	Combining Technical Analysis and Support Vector Machine for Stock Trading. HIS Pittipol Kantavat, Boonserm Kijsirikul
2008	B	`conf`	Erratum: Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors. ALT Jittat Fakcharoenphol, Boonserm Kijsirikul
2008	B	`conf`	Information-based dichotomization: A method for multiclass Support Vector Machines. IJCNN Patoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew
2008	J	`jnl`	Low congestion online routing and an improved mistake bound for online prediction of graph labeling CoRR Jittat Fakcharoenphol, Boonserm Kijsirikul
2008	J	`jnl`	On Kernelization of Supervised Mahalanobis Distance Learners CoRR Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul
2008	B	`conf`	Pseudometrics for time series classification by nearest neighbor. IJCNN Teesid Korsrilabutr, Boonserm Kijsirikul
2007	—	`conf`	Chronic Fatigue Syndrome Diagnosis Using Feature-based Fuzzy Fusion. IMECS Nuanwan Soonthornphisaj, Thanarat Rattana-ubon, Boonserm Kijsirikul
2007	B	`conf`	GPES: An algorithm for evolving hybrid kernel functions of Support Vector Machines. IEEE Congress on Evolutionary Computation Tanasanee Phienthrakul, Boonserm Kijsirikul
2006	—	`conf`	Evolving Hyperparameters of Support Vector Machines Based on Multi-Scale RBF Kernels. IIP Tanasanee Phienthrakul, Boonserm Kijsirikul
2006	—	`conf`	MRBF: A Method for Predicting HIV-1 Drug Resistance. IIP Anantaporn Srisawat, Boonserm Kijsirikul
2006	—	`conf`	Migration Analysis: An Alternative Approach for Analyzing Learning Performance. ICPR (2) Prasertsak Pungprasertying, Ratthachat Chatpatanasiri, Boonserm Kijsirikul
2006	B	`conf`	SV-kNNC: An Algorithm for Improving the Efficiency of k-Nearest Neighbor. PRICAI Anantaporn Srisawat, Tanasanee Phienthrakul, Boonserm Kijsirikul
2005	B	`conf`	Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors. ALT Jittat Fakcharoenphol, Boonserm Kijsirikul
2005	A	`conf`	Evolutionary strategies for multi-scale radial basis function kernels in support vector machines. GECCO Tanasanee Phienthrakul, Boonserm Kijsirikul
2005	J	`jnl`	First-Order Logical Neural Networks. Int. J. Hybrid Intell. Syst. Boonserm Kijsirikul, Thanupol Lerdlamnaochai
2004	—	`conf`	Combining ILP with Semi-supervised Learning for Web Page Categorization. International Conference on Computational Intelligence Nuanwan Soonthornphisaj, Boonserm Kijsirikul
2004	C	`conf`	First-Order Logical Neural Networks. HIS Thanupol Lerdlamnaochai, Boonserm Kijsirikul
2004	—	`conf`	Improving Multiclass ILP by Combining Partial Rules with Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules. JSAI Workshops Sukree Sinthupinyo, Cholwich Nattee, Masayuki Numao, Takashi Okada, Boonserm Kijsirikul
2004	J	`jnl`	Iterative cross-training: An algorithm for learning from unlabeled Web pages. Int. J. Intell. Syst. Nuanwan Soonthornphisaj, Boonserm Kijsirikul
2004	B	`conf`	Multiclass Support Vector Machines Using Balanced Dichotomization. PRICAI Boonserm Kijsirikul, Narong Boonsirisumpun, Yachai Limpiyakorn
2004	C	`conf`	Using Associative Classification for Predicting HIV-1 Drug Resistance. HIS Anantaporn Srisawat, Boonserm Kijsirikul
2003	Misc	`conf`	Detection of connecting points in Thai printed characters by combining inductive logic programming with backpropagation neural network. ICIAP Sukree Sinthupinyo, Luepol Pipanmaekaporn, Boonserm Kijsirikul
2003	J	`jnl`	Iterative cross-training: An algorithm for web page categorization. Intell. Data Anal. Nuanwan Soonthornphisaj, Boonserm Kijsirikul
2003	Misc	`conf`	Learning First-Order Bayesian Networks. AI Ratthachat Chatpatanasiri, Boonserm Kijsirikul
2003	J	`jnl`	Reordering Adaptive Directed Acyclic Graphs for Multiclass Support Vector Machines. J. Adv. Comput. Intell. Intell. Informatics Thimaporn Phetkaew, Wanchai Rivepiboon, Boonserm Kijsirikul
2003	B	`conf`	Reordering adaptive directed acyclic graphs: an improved algorithm for multiclass support vector machines. IJCNN Thimaporn Phetkaew, Boonserm Kijsirikul, Wanchai Rivepiboon
2003	B	`conf`	Upgrading ILP Rules to First-Order Bayesian Networks. PAKDD Ratthachat Chatpatanasiri, Boonserm Kijsirikul
2002	J	`jnl`	A Method for Isolated Thai Tone Recognition Using a Combination of Neural Networks. Comput. Intell. Nuttakorn Thubthong, Boonserm Kijsirikul, Apirath Pusittrakul
2002	B	`conf`	Adaptive Directed Acyclic Graphs for Multiclass Classification. PRICAI Boonserm Kijsirikul, Nitiwut Ussivakul, Surapant Meknavin
2002	—	`conf`	Fuzzy Logic and Genetic Algorithm for Optimizing the Approximate Match of Rules based on Backpropagation Neural Networks. FSKD Jun Srisutapan, Boonserm Kijsirikul
2002	A	`conf`	Tone recognition in Thai continuous speech based on coarticulaion, intonation and stress effects. INTERSPEECH Nuttakorn Thubthong, Boonserm Kijsirikul, Sudaporn Luksaneeyanawin
2001	J	`jnl`	Approximate Match of Rules Using Backpropagation Neural Networks. Mach. Learn. Boonserm Kijsirikul, Sukree Sinthupinyo, Kongsak Chongkasemwongse
2001	J	`jnl`	Support Vector Machines for Thai Phoneme Recognition. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Nuttakorn Thubthong, Boonserm Kijsirikul
2001	—	`conf`	The Effects of Differnet Feature Sets on the Web Page Categorization Problem Using the Iterative Cross-Training Algorithm. ICEIS (1) Nuanwan Soonthornphisaj, Boonserm Kijsirikul
2001	J	`jnl`	Tone Recognition of Continuous Thai Speech Under Tonal Assimilation and Declination Effects Using Half-Tone Model. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Nuttakorn Thubthong, Boonserm Kijsirikul
2000	B	`conf`	Supervised and Unsupervised Learning Algorithms for Thai Web Pages Identification. PRICAI Boonserm Kijsirikul, Puay Sasiphongpairoege, Nuanwan Soonthornphisaj, Surapant Meknavin
1999	B	`conf`	Approximate ILP Rules by Backpropagation Neural Network: A Result on Thai Character Recognition. ILP Boonserm Kijsirikul, Sukree Sinthupinyo
1998	—	`conf`	Combining Trigram and Winnow in Thai OCR Error Correction. COLING-ACL Surapant Meknavin, Boonserm Kijsirikul, Ananlada Chotimongkol, Cholwich Nattee
1992	A*	`conf`	Discrimination-Based Constructive Induction of Logic Programs. AAAI Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura
1991	—	`conf`	Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals. ML Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura