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Selected Papers from 2018 2nd Asia Conference on Machine Learning and Computing

Submission Deadline: 20 Oct. 2018

 

Special Issue Information

2018 2nd Asia Conference on Machine Learning and Computing was successfully held in Ho Chi Minh City, Vietnam, December 7-9, 2018, which is organized by  International Journal of Machine Learning and Computing. It aims to provide a forum for researchers, practitioners, and professionals from the industry, academia and government who are working in the field of machine learning and computing to discourse on research and development, professional practice in related fields.

This Special Issue will publish selected papers from the conference, all submissions will be reviewed by both the conference technical committees and IJMLC editorial board.

Published Papers

Multi-label Classification of High Performance Computing Workload with Variable Transformation
By Anupong Banjongkan, Watthana Pongsena, Ratiporn Chanklan, Nittaya Kerdprasop, and Kittisak Kerdprasop
International Journal of Machine Learning and Computing vol. 8, no. 6, pp. 536-541, 2018.
DOI: 10.18178/ijmlc.2018.8.6.742
[PDF]

A Novel Heuristic Method for Misclassification Cost Tuning in Imbalanced Data
By Anusara Hirunyawanakul, Nittaya Kerdprasop, and Kittisak Kerdprasop
International Journal of Machine Learning and Computing vol. 8, no. 6, pp. 565-570, 2018.
DOI: 10.18178/ijmlc.2018.8.6.746
[PDF]

Extraction of Trend Keywords and Stop Words from Thai Facebook Pages Using Character n-Grams
By Nattapong Ousirimaneechai and Sukree Sinthupinyo
International Journal of Machine Learning and Computing vol. 8, no. 6, pp. 589-594, 2018.
DOI: 10.18178/ijmlc.2018.8.6.750
[PDF]

A Deep Neural Network Model for the Task of Named Entity Recognition
By The Anh Le and Mikhail S. Burtsev
International Journal of Machine Learning and Computing vol. 9, no. 1, pp. 8-13, 2019.
DOI: 10.18178/ijmlc.2019.9.1.758
[PDF]
 
Towards an Automatic Plant Identification System without Dedicated Dataset
By Thi Thanh-Nhan Nguyen, Thi-Lan Le, Hai Vu, and Van-Sam Hoang
International Journal of Machine Learning and Computing vol. 9, no. 1, pp. 26-34, 2019.
DOI: 10.18178/ijmlc.2019.9.1.761
[PDF]

Application of Kansei Engineering and Data Mining in Developing an Ingenious Product Co-design System
By Kittipong Sakornsathien, Sukree Sinthupinyo, and Pongpun Anuntavoranich
International Journal of Machine Learning and Computing vol. 9, no. 1, pp. 67-74, 2019.
DOI: 10.18178/ijmlc.2019.9.1.767
[PDF]

Prediction of 6 Months Smoking Cessation Program among Women in Korea
By Khishigsuren Davagdorj, Seon Hwa Yu, So Young Kim, Pham Van Huy, Jong Hyock Park, and Keun Ho Ryu
International Journal of Machine Learning and Computing vol. 9, no. 1, pp. 83-90, 2019.
DOI: 10.18178/ijmlc.2019.9.1.769
[PDF]

Application of Artificial Intelligent in the Prediction of Consumer Behavior from Facebook Posts Analysis
By Pornpimon Kachamas, Suphamongkol Akkaradamrongrat, Sukree Sinthupinyo, and Achara Chandrachai
International Journal of Machine Learning and Computing vol. 9, no. 1, pp. 91-97, 2019.
DOI: 10.18178/ijmlc.2019.9.1.770
[PDF]

FICOBU: Filipino WordNet Construction Using Decision Tree and Language Modeling
By Ria Ambrocio Sagum, Aldrin D. Ramos, and Monique T. Llanes
International Journal of Machine Learning and Computing vol. 9, no. 1, pp. 103-107, 2019.
DOI: 10.18178/ijmlc.2019.9.1.772
[PDF]

Robustness Analysis of 3D Convolutional Neural Network for Human Hand Gesture Recognition
By Dang-Manh Truong, Huong-Giang Doan, Thanh-Hai Tran, Hai Vu, and Thi-Lan Le
International Journal of Machine Learning and Computing vol. 9, no. 2, pp. 135-142, 2019.
DOI: 10.18178/ijmlc.2019.9.2.777
[PDF]

Text-Independent Speaker Identification Using Deep Learning Model of Convolution Neural Network
By Supaporn Bunrit, Thuttaphol Inkian, Nittaya Kerdprasop, and Kittisak Kerdprasop
International Journal of Machine Learning and Computing vol. 9, no. 2, pp. 143-148, 2019.
DOI: 10.18178/ijmlc.2019.9.2.778
[PDF]

Neural Networks to Predict Dropout at the Universities
By Mayra Alban and David Mauricio
International Journal of Machine Learning and Computing vol. 9, no. 2, pp. 149-153, 2019.
DOI: 10.18178/ijmlc.2019.9.2.779
[PDF]

Innovative Inventory Pooling System Based on Computing and Optimization Techniques
By Lilawadi Phatanarajata, Sukree Sinthupinyo, Achara Chandrachai, and Thira Chavarnakul
International Journal of Machine Learning and Computing vol. 9, no. 2, pp. 168-173, 2019.
DOI: 10.18178/ijmlc.2019.9.2.782
[PDF]

Image Forgery Detection: A Low Computational-Cost and Effective Data-Driven Model
By Thuong Le-Tien, Hanh Phan-Xuan, Thuy Nguyen-Chinh, and Thien Do-Tieu
International Journal of Machine Learning and Computing vol. 9, no. 2, pp. 181-188, 2019.
DOI: 10.18178/ijmlc.2019.9.2.784
[PDF]

Evaluating on the Transfer Learning of CNN Architectures to a Construction Material Image Classification Task
By Supaporn Bunrit, Nittaya Kerdprasop, and Kittisak Kerdprasop
International Journal of Machine Learning and Computing vol. 9, no. 2, pp. 201-207, 2019.
DOI: 10.18178/ijmlc.2019.9.2.787
[PDF]

Forget the Learning Rate, Decay Loss
By Jiakai Wei
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 267-272, 2019.
DOI: 10.18178/ijmlc.2019.9.3.797
[PDF]

Analysis of Student-at-Risk of Dropping out (SARDO) Using Decision Tree: An Intelligent Predictive Model for Reduction
By Maricel A. Timbal
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 273-278, 2019.
DOI: 10.18178/ijmlc.2019.9.3.798
[PDF]

A Complex Transformation of Monoalphabetic Cipher to Polyalphabetic Cipher: (Vigenère-Affine Cipher)
By Tun Myat Aung, Htet Htet Naing, and Ni Ni Hla
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 296-303, 2019.
DOI: 10.18178/ijmlc.2019.9.3.801
[PDF]

Prediction of Waiting Time in One-Stop Service
By Yotravee Sanit-in and Kanda Runapongsa Saikaew
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 322-327, 2019.
DOI: 10.18178/ijmlc.2019.9.3.805
[PDF]
 
Feasibility Study on Data Mining Techniques in Diagnosis of Breast Cancer
By Keerthana Rajendran, Manoj Jayabalan, Vinesh Thiruchelvam, and V. Sivakumar
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 328-333, 2019.
DOI: 10.18178/ijmlc.2019.9.3.806
[PDF]

Face Recognition Based on similarity Feature-Based Selection and Classification Algorithms and Wrapper Model
By Chi-Kien Tran
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 357-362, 2019.
DOI: 10.18178/ijmlc.2019.9.3.810
[PDF]

Vietnamese Herbal Plant Recognition Using Deep Convolutional Features
By Anh H. Vo, Hoa T. Dang, Bao T. Nguyen, and Van-Huy Pham
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 363-367, 2019.
DOI: 10.18178/ijmlc.2019.9.3.811
[PDF]

Application of Classifier Integration Model with Confusion Table to Audio Data Classification
By Miso Jang and Dong-Chul Park
International Journal of Machine Learning and Computing vol. 9, no. 3, pp. 368-373, 2019.
DOI: 10.18178/ijmlc.2019.9.3.812
[PDF]

Retrieval of Color Space Conversion Matrix via Convolutional Neural Network
By Larry Pearlstein, Alexander Benasutti, Skyler Maxwell, Matthew Kilcher, Jake Bezold, and Warren Seto
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 393-400, 2019.
DOI: 10.18178/ijmlc.2019.9.4.816
[PDF]

A Novel Model for BRT Scheduling Problems
By Nguyen Quang Thuan and Phan Nguyen Ba Thang
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 401-406, 2019.
DOI: 10.18178/ijmlc.2019.9.4.817
[PDF]

Personal Verification System Using ID Card and Face Photo
By Adulwit Chinapas, Pattarawit Polpinit, Narong Intiruk, and Kanda Runapongsa Saikaew
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 407-412, 2019.
DOI: 10.18178/ijmlc.2019.9.4.818
[PDF]

Contextual Sentiment Based Recommender System to Provide Recommendation in the Electronic Products Domain
By N. A. Osman, S. A. M. Noah, and M. Darwic
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 425-431, 2019.
DOI: 10.18178/ijmlc.2019.9.4.821
[PDF]

Deep Learning for Vietnamese Sign Language Recognition in Video Sequence
By Anh H. Vo, Van-Huy. Pham, and Bao T. Nguye
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 440-445, 2019.
DOI: 10.18178/ijmlc.2019.9.4.823
[PDF]

Personal Identification Based on Deep Learning Technique Using Facial Images for Intelligent Surveillance Systems
By Van-Huy Pham, Diem-Phuc Tran, and Van-Dung Hoang
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 465-470, 2019.
DOI: 10.18178/ijmlc.2019.9.4.827
[PDF]

Estimating the Consequences of Russia’s and the EU’s Sanctions Based on OLS Algorithm
By I. V. Tregub and K. A. Dremva
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 496-505, 2019.
DOI: 10.18178/ijmlc.2019.9.4.832
[PDF]

Diagnosis of Brain Cancer Using Radial Basis Function Neural Network with Singular Value Decomposition Method
By Agus Maman Abadi, Dhoriva Urwatul Wustqa, and Nurhayadi
International Journal of Machine Learning and Computing vol. 9, no. 4, pp. 527-532, 2019.
DOI: 10.18178/ijmlc.2019.9.4.836
[PDF]

Enhancing Program Management with Predictive Analytics Algorithms (PAAs)
By Bongs Lainjo
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 539-553, 2019.
DOI: 10.18178/ijmlc.2019.9.5.838
[PDF]

A Novel Outlier Detection Applied to an Adaptive K-Means
By Sarunya Kanjanawattana
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 569-574, 2019.
[PDF]

A New Triangular Mesh Generation Technique
By Logah Perumal
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 644-649, 2019.
[PDF]

Study on Big Data Based Decision Making Support System for Development of Software Education Model
By Jihoon Seo and Kilhong Joo
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 650-655, 2019.
[PDF]

Evaluation of Credibility for Reviewers and Review Scores Based on Link Analysis
By Yasuyuki Shirai
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 682-687, 2019.
[PDF]

Application of Time Series Analysis in Projecting Philippines’ Electric Consumption
By Allemar Jhone P. Delima
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 694-699, 2019.
[PDF]

Malaysian Food Composition Ontology Evaluation
By Norlia M. Yusof and Shahrul Azman M. Noah
International Journal of Machine Learning and Computing vol. 9, no. 5, pp. 700-705, 2019.
[PDF]
 

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  • E-ISSN: 2972-368X
  • Abbreviated Title: Int. J. Mach. Learn.
  • Frequency: Quarterly
  • DOI: 10.18178/IJML
  • Editor-in-Chief: Dr. Lin Huang
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