Boonserm Kijsirikul

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 42

Top Topics

Comparative Study

Convolutional Neural Networks

Top Venues

Publications

Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Kasidis Kanwatchara, Boonserm Kijsirikul, Peerapon Vateekul
Meta Lifelong-Learning With Selective and Task-Aware Adaptation. IEEE Access 12 (2024)
Naoki Watanabe, Yuji Iwahori, Shinji Fukui, Akihiko Okazaki, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi
Estimating QOL from Car View Scene using Deep Neural Network and Clustering Approach. KES (2023)
Franchis N. Saikia, Yuji Iwahori, Taisei Suzuki, Manas Kamal Bhuyan, Aili Wang, Boonserm Kijsirikul
MLP-UNet: Glomerulus Segmentation. IEEE Access 11 (2023)
Rana Abu Bakar, Boonserm Kijsirikul
Enhancing Network Visibility and Security with Advanced Port Scanning Techniques. Sensors 23 (17) (2023)
Varun Yerram, Hiroyuki Takeshita, Yuji Iwahori, Yoshitsugu Hayashi, Manas Kamal Bhuyan, Shinji Fukui, Boonserm Kijsirikul, Aili Wang
Extraction and Calculation of Roadway Area from Satellite Images Using Improved Deep Learning Model and Post-Processing. J. Imaging 8 (5) (2022)
Kitsaphon Thitisiriwech, Teerapong Panboonyuen, Pittipol Kantavat, Yuji Iwahori, Boonserm Kijsirikul
The Bangkok Urbanscapes Dataset for Semantic Urban Scene Understanding Using Enhanced Encoder-Decoder With Atrous Depthwise Separable A1 Convolutional Neural Networks. IEEE Access 10 (2022)
Apisara Saelim, Boonserm Kijsirikul
A Deep Neural Networks model for Restaurant Recommendation systems in Thailand. ICMLC (2022)
Shinji Fukui, Naoki Watanabe, Yuji Iwahori, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi, Akihiko Okazaki
Deep Neural Network for Estimating Value of Quality of Life in Driving Scenes. ICPRAM (2022)
Chatri Chuangulueam, Boonserm Kijsirikul, Nuttakorn Thubthong
Voice Impersonation for Thai Speech Using CycleGAN over Prosody. MSIE (2022)
Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
Enhancing Lifelong Language Learning by Improving Pseudo-Sample Generation. Comput. Linguistics 48 (4) (2022)
Soranan Payatsuporn, Boonserm Kijsirikul
Efficient Image Embedding for Fine-Grained Visual Classification. KST (2022)
Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
Mediastinal Lymph Node Detection and Segmentation Using Deep Learning. CoRR (2022)
Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
Coronavirus disease situation analysis and prediction using machine learning: a study on Bangladeshi population. CoRR (2022)
Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
Mediastinal Lymph Node Detection and Segmentation Using Deep Learning. IEEE Access 10 (2022)
Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
Rational LAMOL: A Rationale-based Lifelong Learning Framework. ACL/IJCNLP (1) (2021)
Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN. Sensors 21 (5) (2021)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR (2020)
Tatsuki Ono, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Taihei Oshiro, Yasuhiro Shimizu
Detection of Lymph Nodes using CNN from Contrast-Enhanced CT Images. IIAI-AAI (2020)
Wirasak Chomphu, Boonserm Kijsirikul
Wellhead Compressor Failure Prediction Using Attention-based Bidirectional LSTMs with Data Reduction Techniques. ICCDA (2020)
Mahesh Reginthala, Yuji Iwahori, Manas Kamal Bhuyan, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
Interdependent Multi-task Learning for Simultaneous Segmentation and Detection. ICPRAM (2020)
Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. ACIIDS (1) (2020)
Naok Watanabe, Shinji Fukui, Yuji Iwahori, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
Automatic Construction of Dataset with Automatic Annotation for Object Detection. KES (2020)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR (2020)
Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich
High resolution weakly supervised localization architectures for medical images. CoRR (2020)
Shunsuke Kato, Hiroyasu Usami, Yuji Iwahori, Akihiko Okazaki, Boonserm Kijsirikul, Naotaka Ogasawara, Kunio Kasugai
Blood Vessel Structure Analysis in Endoscopic Images for Computer-Aided Diagnosis. IIAI-AAI (2020)
Konpat Preechakul, Boonserm Kijsirikul
CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity. CoRR (2019)
Haruki Tsuchiya, Shinji Fukui, Yuji Iwahori, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
A Method of Data Augmentation for Classifying Road Damage Considering Influence on Classification Accuracy. KES (2019)
Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul
Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening. CoRR (2019)
Hibiki Toda, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Naotaka Ogasawara, Kunio Kasugai
Shape Recovery of Polyp Using Blood Vessel Detection and Matching Estimation by U-Net. IIAI-AAI (2019)
Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. CoRR (2019)
Noriaki Kobayashi, Yuji Iwahori, Takashi Iwamoto, Jun Ueda, Boonserm Kijsirikul, Aili Wang
Classification of Benign or Malignant Cell Nuclei using Nucleolus. IIAI-AAI (2019)
Ryosuke Nakao, Yuji Iwahori, Yoshinori Adachi, Aili Wang, Manas Kamal Bhuyan, Boonserm Kijsirikul
Detecting and Removing Specular Reflectance Components Based on Image Linearization. KES (2019)
Yuji Iwahori, Yohei Takada, Tokiko Shiina, Yoshinori Adachi, Manas Kamal Bhuyan, Boonserm Kijsirikul
Defect Classification of Electronic Board Using Dense SIFT and CNN. KES (2018)
Patoomsiri Songsiri, Boonserm Kijsirikul
Efficient All-and-One Support Vector Machines Based on One-versus-All Data Inseparability. IRI (2018)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. 28 (4) (2018)
Patoomsiri Songsiri, Vladimir Cherkassky, Boonserm Kijsirikul
Universum Selection for Boosting the Performance of Multiclass Support Vector Machines Based on One-versus-One Strategy. Knowl. Based Syst. 159 (2018)
Hiroyasu Usami, Yuji Iwahori, Yuki Hanai, Boonserm Kijsirikul, Kunio Kasugai
Recovering Polyp Shape from an Endoscope Image Using Two Light Sources. Int. J. Softw. Innov. 5 (2) (2017)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR (2017)
Daimu Oiwa, Shinji Fukui, Yuji Iwahori, Tsuyoshi Nakamura, Boonserm Kijsirikul, Manas Kamal Bhuyan
Probabilistic Background Model by Density Forests for Tracking. Int. J. Softw. Innov. 5 (2) (2017)
Daimu Oiwa, Shinji Fukui, Yuji Iwahori, Boonserm Kijsirikul, Tsuyoshi Nakamura, Manas Kamal Bhuyan
Tracking with Extraction of Moving Object under Moving Camera Environment. KES (2017)
Taweesak Emsawas, Boonserm Kijsirikul
Thai Printed Character Recognition Using Long Short-Term Memory and Vertical Component Shifting. PRICAI (2016)
Yuji Iwahori, Daiki Yamaguchi, Tsuyoshi Nakamura, Boonserm Kijsirikul, Manas Kamal Bhuyan, Kunio Kasugai
Estimating Reflectance Parameter of Polyp using Medical Suture Information in Endoscope Image. ICPRAM (2016)
Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul
Enhancement of multi-class support vector machine construction from binary learners using generalization performance. Neurocomputing 151 (2015)
Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
Sub-classifier construction for error correcting output code using minimum weight perfect matching. IJCNN (2014)
Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul
Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance. CoRR (2013)
Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul
Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching. CoRR (2013)
Peratham Wiriyathammabhum, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura
Applying Deep Belief Networks to Word Sense Disambiguation CoRR (2012)
Peratham Wiriyathammabhum, Boonserm Kijsirikul
Robust Principal Component Analysis Using Statistical Estimators CoRR (2012)
Jittat Fakcharoenphol, Boonserm Kijsirikul
Short proofs for online multiclass prediction on graphs. Inf. Process. Lett. 110 (8-9) (2010)
Tanasanee Phienthrakul, Boonserm Kijsirikul
Evolutionary strategies for hyperparameters of support vector machines based on multi-scale radial basis function kernels. Soft Comput. 14 (7) (2010)
Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul
A new kernelization framework for Mahalanobis distance learning algorithms. Neurocomputing 73 (10-12) (2010)
Ratthachat Chatpatanasiri, Boonserm Kijsirikul
A unified semi-supervised dimensionality reduction framework for manifold learning. Neurocomputing 73 (10-12) (2010)
Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions. ICONIP (2) (2009)
Peratham Wiriyathammabhum, Boonserm Kijsirikul
Basis Selection for 2DLDA-Based Face Recognition Using Fisher Score. ICONIP (1) (2009)
Anantaporn Srisawat, Boonserm Kijsirikul
Predicting HIV-1 Drug Resistance: A Comparison of Three Learning Algorithms. BMEI (2009)
Ratthachat Chatpatanasiri, Prasertsak Pungprasertying, Boonserm Kijsirikul
Zone analysis: a visualization framework for classification problems. Artif. Intell. Rev. 31 (1-4) (2009)
Jittat Fakcharoenphol, Boonserm Kijsirikul
Low congestion online routing and an improved mistake bound for online prediction of graph labeling CoRR (2008)
Jittat Fakcharoenphol, Boonserm Kijsirikul
Erratum: Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors. ALT (2008)
Tanasanee Phienthrakul, Boonserm Kijsirikul
Adaptive stabilized multi-RBF kernel for Support Vector Regression. IJCNN (2008)
Pittipol Kantavat, Boonserm Kijsirikul
Combining Technical Analysis and Support Vector Machine for Stock Trading. HIS (2008)
Teesid Korsrilabutr, Boonserm Kijsirikul
Pseudometrics for time series classification by nearest neighbor. IJCNN (2008)
Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul
On Kernelization of Supervised Mahalanobis Distance Learners CoRR (2008)
Patoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew
Information-based dichotomization: A method for multiclass Support Vector Machines. IJCNN (2008)
Tanasanee Phienthrakul, Boonserm Kijsirikul
GPES: An algorithm for evolving hybrid kernel functions of Support Vector Machines. IEEE Congress on Evolutionary Computation (2007)
Nuanwan Soonthornphisaj, Thanarat Rattana-ubon, Boonserm Kijsirikul
Chronic Fatigue Syndrome Diagnosis Using Feature-based Fuzzy Fusion. IMECS (2007)
Anantaporn Srisawat, Tanasanee Phienthrakul, Boonserm Kijsirikul
SV-kNNC: An Algorithm for Improving the Efficiency of k-Nearest Neighbor. PRICAI (2006)
Tanasanee Phienthrakul, Boonserm Kijsirikul
Evolving Hyperparameters of Support Vector Machines Based on Multi-Scale RBF Kernels. Intelligent Information Processing (2006)
Prasertsak Pungprasertying, Ratthachat Chatpatanasiri, Boonserm Kijsirikul
Migration Analysis: An Alternative Approach for Analyzing Learning Performance. ICPR (2) (2006)
Anantaporn Srisawat, Boonserm Kijsirikul
MRBF: A Method for Predicting HIV-1 Drug Resistance. Intelligent Information Processing (2006)
Jittat Fakcharoenphol, Boonserm Kijsirikul
Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors. ALT (2005)
Boonserm Kijsirikul, Thanupol Lerdlamnaochai
First-Order Logical Neural Networks. Int. J. Hybrid Intell. Syst. 2 (4) (2005)
Tanasanee Phienthrakul, Boonserm Kijsirikul
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines. GECCO (2005)
Anantaporn Srisawat, Boonserm Kijsirikul
Using Associative Classification for Predicting HIV-1 Drug Resistance. HIS (2004)
Nuanwan Soonthornphisaj, Boonserm Kijsirikul
Combining ILP with Semi-supervised Learning for Web Page Categorization. International Conference on Computational Intelligence (2004)
Sukree Sinthupinyo, Cholwich Nattee, Masayuki Numao, Takashi Okada, Boonserm Kijsirikul
Improving Multiclass ILP by Combining Partial Rules with Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules. JSAI Workshops (2004)
Thanupol Lerdlamnaochai, Boonserm Kijsirikul
First-Order Logical Neural Networks. HIS (2004)
Boonserm Kijsirikul, Narong Boonsirisumpun, Yachai Limpiyakorn
Multiclass Support Vector Machines Using Balanced Dichotomization. PRICAI (2004)
Nuanwan Soonthornphisaj, Boonserm Kijsirikul
Iterative cross-training: An algorithm for learning from unlabeled Web pages. Int. J. Intell. Syst. 19 (1-2) (2004)
Ratthachat Chatpatanasiri, Boonserm Kijsirikul
Learning First-Order Bayesian Networks. Canadian Conference on AI (2003)
Sukree Sinthupinyo, Luepol Pipanmaekaporn, Boonserm Kijsirikul
Detection of connecting points in Thai printed characters by combining inductive logic programming with backpropagation neural network. ICIAP (2003)
Ratthachat Chatpatanasiri, Boonserm Kijsirikul
Upgrading ILP Rules to First-Order Bayesian Networks. PAKDD (2003)
Nuanwan Soonthornphisaj, Boonserm Kijsirikul
Iterative cross-training: An algorithm for web page categorization. Intell. Data Anal. 7 (3) (2003)
Thimaporn Phetkaew, Wanchai Rivepiboon, Boonserm Kijsirikul
Reordering Adaptive Directed Acyclic Graphs for Multiclass Support Vector Machines. J. Adv. Comput. Intell. Intell. Informatics 7 (3) (2003)
Jun Srisutapan, Boonserm Kijsirikul
Fuzzy Logic and Genetic Algorithm for Optimizing the Approximate Match of Rules based on Backpropagation Neural Networks. FSKD (2002)
Nuttakorn Thubthong, Boonserm Kijsirikul, Sudaporn Luksaneeyanawin
Tone recognition in Thai continuous speech based on coarticulaion, intonation and stress effects. INTERSPEECH (2002)
Boonserm Kijsirikul, Nitiwut Ussivakul, Surapant Meknavin
Adaptive Directed Acyclic Graphs for Multiclass Classification. PRICAI (2002)
Nuttakorn Thubthong, Boonserm Kijsirikul, Apirath Pusittrakul
A Method for Isolated Thai Tone Recognition Using a Combination of Neural Networks. Comput. Intell. 18 (3) (2002)
Nuttakorn Thubthong, Boonserm Kijsirikul
Support Vector Machines for Thai Phoneme Recognition. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9 (6) (2001)
Boonserm Kijsirikul, Sukree Sinthupinyo, Kongsak Chongkasemwongse
Approximate Match of Rules Using Backpropagation Neural Networks. Mach. Learn. 44 (3) (2001)
Nuanwan Soonthornphisaj, Boonserm Kijsirikul
The Effects of Differnet Feature Sets on the Web Page Categorization Problem Using the Iterative Cross-Training Algorithm. ICEIS (1) (2001)
Nuttakorn Thubthong, Boonserm Kijsirikul
Tone Recognition of Continuous Thai Speech Under Tonal Assimilation and Declination Effects Using Half-Tone Model. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9 (6) (2001)
Boonserm Kijsirikul, Puay Sasiphongpairoege, Nuanwan Soonthornphisaj, Surapant Meknavin
Supervised and Unsupervised Learning Algorithms for Thai Web Pages Identification. PRICAI (2000)
Boonserm Kijsirikul, Sukree Sinthupinyo
Approximate ILP Rules by Backpropagation Neural Network: A Result on Thai Character Recognition. ILP (1999)
Surapant Meknavin, Boonserm Kijsirikul, Ananlada Chotimongkol, Cholwich Nattee
Combining Trigram and Winnow in Thai OCR Error Correction. COLING-ACL (1998)
Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura
Discrimination-Based Constructive Induction of Logic Programs. AAAI (1992)
Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura
Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals. ML (1991)