Boonserm Kijsirikul

According to our database, Boonserm Kijsirikul authored at least 90 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Meta Lifelong-Learning With Selective and Task-Aware Adaptation.

Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Kasidis Kanwatchara, Boonserm Kijsirikul, Peerapon Vateekul

IEEE Access, 2024

2023

Enhancing Network Visibility and Security with Advanced Port Scanning Techniques.

Rana Abu Bakar, Boonserm Kijsirikul

Sensors, September, 2023

MLP-UNet: Glomerulus Segmentation.

Franchis N. Saikia, Yuji Iwahori, Taisei Suzuki, Manas Kamal Bhuyan, Aili Wang, Boonserm Kijsirikul

IEEE Access, 2023

Estimating QOL from Car View Scene using Deep Neural Network and Clustering Approach.

Naoki Watanabe, Yuji Iwahori, Shinji Fukui, Akihiko Okazaki, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Extraction and Calculation of Roadway Area from Satellite Images Using Improved Deep Learning Model and Post-Processing.

Varun Yerram, Hiroyuki Takeshita, Yuji Iwahori, Yoshitsugu Hayashi, Manas Kamal Bhuyan, Shinji Fukui, Boonserm Kijsirikul, Aili Wang

J. Imaging, 2022

Coronavirus disease situation analysis and prediction using machine learning: a study on Bangladeshi population.

Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori

CoRR, 2022

Enhancing Lifelong Language Learning by Improving Pseudo-Sample Generation.

Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul

Comput. Linguistics, 2022

The Bangkok Urbanscapes Dataset for Semantic Urban Scene Understanding Using Enhanced Encoder-Decoder With Atrous Depthwise Separable A1 Convolutional Neural Networks.

Kitsaphon Thitisiriwech, Teerapong Panboonyuen, Pittipol Kantavat, Yuji Iwahori, Boonserm Kijsirikul

IEEE Access, 2022

Mediastinal Lymph Node Detection and Segmentation Using Deep Learning.

Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori

IEEE Access, 2022

Voice Impersonation for Thai Speech Using CycleGAN over Prosody.

Chatri Chuangulueam, Boonserm Kijsirikul, Nuttakorn Thubthong

Proceedings of the MSIE 2022: 4th International Conference on Management Science and Industrial Engineering, Chiang Mai Thailand, April 28, 2022

Efficient Image Embedding for Fine-Grained Visual Classification.

Soranan Payatsuporn, Boonserm Kijsirikul

Proceedings of the 14th International Conference on Knowledge and Smart Technology, 2022

Deep Neural Network for Estimating Value of Quality of Life in Driving Scenes.

Shinji Fukui, Naoki Watanabe, Yuji Iwahori, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi, Akihiko Okazaki

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

A Deep Neural Networks model for Restaurant Recommendation systems in Thailand.

Apisara Saelim, Boonserm Kijsirikul

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2021

A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN.

Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul

Sensors, 2021

Rational LAMOL: A Rationale-based Lifelong Learning Framework.

Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

High resolution weakly supervised localization architectures for medical images.

Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich

CoRR, 2020

Automatic Construction of Dataset with Automatic Annotation for Object Detection.

Naoki Watanabe, Shinji Fukui, Yuji Iwahori, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Detection of Lymph Nodes using CNN from Contrast-Enhanced CT Images.

Tatsuki Ono, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Taihei Oshiro, Yasuhiro Shimizu

Proceedings of the 9th International Congress on Advanced Applied Informatics, 2020

Blood Vessel Structure Analysis in Endoscopic Images for Computer-Aided Diagnosis.

Shunsuke Kato, Hiroyasu Usami, Yuji Iwahori, Akihiko Okazaki, Boonserm Kijsirikul, Naotaka Ogasawara, Kunio Kasugai

Proceedings of the 9th International Congress on Advanced Applied Informatics, 2020

Interdependent Multi-task Learning for Simultaneous Segmentation and Detection.

Mahesh Reginthala, Yuji Iwahori, Manas Kamal Bhuyan, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting.

Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Wellhead Compressor Failure Prediction Using Attention-based Bidirectional LSTMs with Data Reduction Techniques.

Wirasak Chomphu, Boonserm Kijsirikul

Proceedings of the ICCDA 2020: The 4th International Conference on Compute and Data Analysis, 2020

A Comparative Study of Pretrained Language Models on Thai Social Text Categorization.

Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity.

Konpat Preechakul, Boonserm Kijsirikul

CoRR, 2019

Spatiotemporal Emotion Recognition using Deep CNN Based on EEG during Music Listening.

Panayu Keelawat, Nattapong Thammasan, Masayuki Numao, Boonserm Kijsirikul

CoRR, 2019

A Method of Data Augmentation for Classifying Road Damage Considering Influence on Classification Accuracy.

Haruki Tsuchiya, Shinji Fukui, Yuji Iwahori, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Detecting and Removing Specular Reflectance Components Based on Image Linearization.

Ryosuke Nakao, Yuji Iwahori, Yoshinori Adachi, Aili Wang, Manas Kamal Bhuyan, Boonserm Kijsirikul

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Shape Recovery of Polyp Using Blood Vessel Detection and Matching Estimation by U-Net.

Hibiki Toda, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Naotaka Ogasawara, Kunio Kasugai

Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019

Classification of Benign or Malignant Cell Nuclei using Nucleolus.

Noriaki Kobayashi, Yuji Iwahori, Takashi Iwamoto, Jun Ueda, Boonserm Kijsirikul, Aili Wang

Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019

2018

Universum Selection for Boosting the Performance of Multiclass Support Vector Machines Based on One-versus-One Strategy.

Patoomsiri Songsiri, Vladimir Cherkassky, Boonserm Kijsirikul

Knowl. Based Syst., 2018

Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation.

Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao

Int. J. Appl. Math. Comput. Sci., 2018

Defect Classification of Electronic Board Using Dense SIFT and CNN.

Yuji Iwahori, Yohei Takada, Tokiko Shiina, Yoshinori Adachi, Manas Kamal Bhuyan, Boonserm Kijsirikul

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Efficient All-and-One Support Vector Machines Based on One-versus-All Data Inseparability.

Patoomsiri Songsiri, Boonserm Kijsirikul

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

2017

Recovering Polyp Shape from an Endoscope Image Using Two Light Sources.

Hiroyasu Usami, Yuji Iwahori, Yuki Hanai, Boonserm Kijsirikul, Kunio Kasugai

Int. J. Softw. Innov., 2017

Probabilistic Background Model by Density Forests for Tracking.

Daimu Oiwa, Shinji Fukui, Yuji Iwahori, Tsuyoshi Nakamura, Boonserm Kijsirikul, Manas Kamal Bhuyan

Int. J. Softw. Innov., 2017

Tracking with Extraction of Moving Object under Moving Camera Environment.

Daimu Oiwa, Shinji Fukui, Yuji Iwahori, Boonserm Kijsirikul, Tsuyoshi Nakamura, Manas Kamal Bhuyan

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

2016

Thai Printed Character Recognition Using Long Short-Term Memory and Vertical Component Shifting.

Taweesak Emsawas, Boonserm Kijsirikul

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Estimating Reflectance Parameter of Polyp using Medical Suture Information in Endoscope Image.

Yuji Iwahori, Daiki Yamaguchi, Tsuyoshi Nakamura, Boonserm Kijsirikul, Manas Kamal Bhuyan, Kunio Kasugai

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015

Enhancement of multi-class support vector machine construction from binary learners using generalization performance.

Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul

Neurocomputing, 2015

2014

Sub-classifier construction for error correcting output code using minimum weight perfect matching.

Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance.

Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul

CoRR, 2013

2012

Robust Principal Component Analysis Using Statistical Estimators

Peratham Wiriyathammabhum, Boonserm Kijsirikul

CoRR, 2012

Applying Deep Belief Networks to Word Sense Disambiguation

Peratham Wiriyathammabhum, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura

CoRR, 2012

2010

Evolutionary strategies for hyperparameters of support vector machines based on multi-scale radial basis function kernels.

Tanasanee Phienthrakul, Boonserm Kijsirikul

Soft Comput., 2010

Short proofs for online multiclass prediction on graphs.

Jittat Fakcharoenphol, Boonserm Kijsirikul

Inf. Process. Lett., 2010

A new kernelization framework for Mahalanobis distance learning algorithms.

Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul

Neurocomputing, 2010

A unified semi-supervised dimensionality reduction framework for manifold learning.

Ratthachat Chatpatanasiri, Boonserm Kijsirikul

Neurocomputing, 2010

2009

Zone analysis: a visualization framework for classification problems.

Ratthachat Chatpatanasiri, Prasertsak Pungprasertying, Boonserm Kijsirikul

Artif. Intell. Rev., 2009

Basis Selection for 2DLDA-Based Face Recognition Using Fisher Score.

Peratham Wiriyathammabhum, Boonserm Kijsirikul

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Sentiment Classification with Support Vector Machines and Multiple Kernel Functions.

Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Predicting HIV-1 Drug Resistance: A Comparison of Three Learning Algorithms.

Anantaporn Srisawat, Boonserm Kijsirikul

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008

Low congestion online routing and an improved mistake bound for online prediction of graph labeling

Jittat Fakcharoenphol, Boonserm Kijsirikul

CoRR, 2008

On Kernelization of Supervised Mahalanobis Distance Learners

Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan, Boonserm Kijsirikul

CoRR, 2008

Information-based dichotomization: A method for multiclass Support Vector Machines.

Patoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew

Proceedings of the International Joint Conference on Neural Networks, 2008

Adaptive stabilized multi-RBF kernel for Support Vector Regression.

Tanasanee Phienthrakul, Boonserm Kijsirikul

Proceedings of the International Joint Conference on Neural Networks, 2008

Pseudometrics for time series classification by nearest neighbor.

Teesid Korsrilabutr, Boonserm Kijsirikul

Proceedings of the International Joint Conference on Neural Networks, 2008

Combining Technical Analysis and Support Vector Machine for Stock Trading.

Pittipol Kantavat, Boonserm Kijsirikul

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Erratum: Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors.

Jittat Fakcharoenphol, Boonserm Kijsirikul

Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008

2007

Chronic Fatigue Syndrome Diagnosis Using Feature-based Fuzzy Fusion.

Nuanwan Soonthornphisaj, Thanarat Rattana-ubon, Boonserm Kijsirikul

Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

GPES: An algorithm for evolving hybrid kernel functions of Support Vector Machines.

Tanasanee Phienthrakul, Boonserm Kijsirikul

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

SV-kNNC: An Algorithm for Improving the Efficiency of k-Nearest Neighbor.

Anantaporn Srisawat, Tanasanee Phienthrakul, Boonserm Kijsirikul

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

MRBF: A Method for Predicting HIV-1 Drug Resistance.

Anantaporn Srisawat, Boonserm Kijsirikul

Proceedings of the Intelligent Information Processing III, 2006

Evolving Hyperparameters of Support Vector Machines Based on Multi-Scale RBF Kernels.

Tanasanee Phienthrakul, Boonserm Kijsirikul

Proceedings of the Intelligent Information Processing III, 2006

Migration Analysis: An Alternative Approach for Analyzing Learning Performance.

Prasertsak Pungprasertying, Ratthachat Chatpatanasiri, Boonserm Kijsirikul

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

First-Order Logical Neural Networks.

Boonserm Kijsirikul, Thanupol Lerdlamnaochai

Int. J. Hybrid Intell. Syst., 2005

Evolutionary strategies for multi-scale radial basis function kernels in support vector machines.

Tanasanee Phienthrakul, Boonserm Kijsirikul

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors.

Jittat Fakcharoenphol, Boonserm Kijsirikul

Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005

2004

Iterative cross-training: An algorithm for learning from unlabeled Web pages.

Nuanwan Soonthornphisaj, Boonserm Kijsirikul

Int. J. Intell. Syst., 2004

Multiclass Support Vector Machines Using Balanced Dichotomization.

Boonserm Kijsirikul, Narong Boonsirisumpun, Yachai Limpiyakorn

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Improving Multiclass ILP by Combining Partial Rules with Winnow Algorithm: Results on Classification of Dopamine Antagonist Molecules.

Sukree Sinthupinyo, Cholwich Nattee, Masayuki Numao, Takashi Okada, Boonserm Kijsirikul

Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004

Combining ILP with Semi-supervised Learning for Web Page Categorization.

Nuanwan Soonthornphisaj, Boonserm Kijsirikul

Proceedings of the International Conference on Computational Intelligence, 2004

Using Associative Classification for Predicting HIV-1 Drug Resistance.

Anantaporn Srisawat, Boonserm Kijsirikul

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2003

Reordering Adaptive Directed Acyclic Graphs for Multiclass Support Vector Machines.

Thimaporn Phetkaew, Wanchai Rivepiboon, Boonserm Kijsirikul

J. Adv. Comput. Intell. Intell. Informatics, 2003

Iterative cross-training: An algorithm for web page categorization.

Nuanwan Soonthornphisaj, Boonserm Kijsirikul

Intell. Data Anal., 2003

Upgrading ILP Rules to First-Order Bayesian Networks.

Ratthachat Chatpatanasiri, Boonserm Kijsirikul

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Detection of connecting points in Thai printed characters by combining inductive logic programming with backpropagation neural network.

Sukree Sinthupinyo, Luepol Pipanmaekaporn, Boonserm Kijsirikul

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Learning First-Order Bayesian Networks.

Ratthachat Chatpatanasiri, Boonserm Kijsirikul

Proceedings of the Advances in Artificial Intelligence, 2003

2002

A Method for Isolated Thai Tone Recognition Using a Combination of Neural Networks.

Nuttakorn Thubthong, Boonserm Kijsirikul, Apirath Pusittrakul

Comput. Intell., 2002

Adaptive Directed Acyclic Graphs for Multiclass Classification.

Boonserm Kijsirikul, Nitiwut Ussivakul, Surapant Meknavin

Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Tone recognition in Thai continuous speech based on coarticulaion, intonation and stress effects.

Nuttakorn Thubthong, Boonserm Kijsirikul, Sudaporn Luksaneeyanawin

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Fuzzy Logic and Genetic Algorithm for Optimizing the Approximate Match of Rules based on Backpropagation Neural Networks.

Jun Srisutapan, Boonserm Kijsirikul

Proceedings of the FSDK'02, 2002

2001

Approximate Match of Rules Using Backpropagation Neural Networks.

Boonserm Kijsirikul, Sukree Sinthupinyo, Kongsak Chongkasemwongse

Mach. Learn., 2001

Tone Recognition of Continuous Thai Speech Under Tonal Assimilation and Declination Effects Using Half-Tone Model.

Nuttakorn Thubthong, Boonserm Kijsirikul

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001

Support Vector Machines for Thai Phoneme Recognition.

Nuttakorn Thubthong, Boonserm Kijsirikul

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001

The Effects of Differnet Feature Sets on the Web Page Categorization Problem Using the Iterative Cross-Training Algorithm.

Nuanwan Soonthornphisaj, Boonserm Kijsirikul

Proceedings of the ICEIS 2001, 2001

2000

Supervised and Unsupervised Learning Algorithms for Thai Web Pages Identification.

Boonserm Kijsirikul, Puay Sasiphongpairoege, Nuanwan Soonthornphisaj, Surapant Meknavin

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

1999

Approximate ILP Rules by Backpropagation Neural Network: A Result on Thai Character Recognition.

Boonserm Kijsirikul, Sukree Sinthupinyo

Proceedings of the Inductive Logic Programming, 9th International Workshop, 1999

1998

Combining Trigram and Winnow in Thai OCR Error Correction.

Surapant Meknavin, Boonserm Kijsirikul, Ananlada Chotimongkol, Cholwich Nattee

Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1992

Discrimination-Based Constructive Induction of Logic Programs.

Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura

Proceedings of the 10th National Conference on Artificial Intelligence, 1992

1991

Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals.

Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura

Proceedings of the Eighth International Workshop (ML91), 1991