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Volume 10 Number 1 (Jan. 2020)
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Article# Article Title & Authors (Volume 10 Number 1 (Jan. 2020)) Page
890
Automated Techniques for Creating Speech Corpora from Public Data Sources for ML Training
Lawrence Drabeck, Buvana Ramanan, Thomas Woo, and Troy Cauble
 1
891
A Comparative Study of Learning Techniques with Convolutional Neural Network Based on HPC-Workload Dataset
Anupong Banjongkan, Watthana Pongsena, Nittaya Kerdprasop, and Kittisak Kerdprasop
 10
892
Sentiment Analysis of Twitter Data for Saudi Universities
Meshrif Alruily and Osama R. Shahin
 18
893
Web Log Analysis of a Digital Game-Based Learning System in Vocabulary Enrichment for College Students
Ellenita R. Red, Aira Jessica B. Corpuz, Genrev C. Arambulo, and Gabriel G. Delgado
 25
894
AB-SMOTE: An Affinitive Borderline SMOTE Approach for Imbalanced Data Binary Classification
Hisham Al Majzoub and Islam Elgedawy
 31
895
The Multi-Level Data Exchange with Representational State Transfer on Service-Oriented Architecture
Worrapong Nuam-In, Prachyanun Nilsook, and Panita Wannapiroon
 38
896
Prediction Analysis of Kartu Jakarta Pintar (KJP) Awardees in Vocational High School XYZ Using C4.5 Algorithm
Rina Damiaza and Devi Fitrianah
 44
897
Deep Learning for Financial Time-Series Data Analytics: An Image Processing Based Approach
Watthana Pongsena, Prakaidoy Ditsayabut, Nittaya Kerdprasop, and Kittisak Kerdprasop
 51
898
Gram-Schmidt Orthogonalization for Feature Ranking and Selection — A Case Study of Claim Prediction
Yuni Rosita Dewi, Hendri Murfi, and Yudi Satri
 57
899
Folksonomy Graphs Based Context-Aware Recommender System Using Spectral Clustering
Sara Qassimi, El Hassan Abdelwahed, and Meriem Hafidi
 63
900
Evaluation of Regional Science and Technology Innovation Policy Effect Based on Lasso and BP Neural Network
Zhang Yongan and Guan Yongjuan
 69
901
Deep Learning Method to Estimate the Focus Time of Paragraph
Zeinab Shahbazi and Yung-Cheol Byun
 75
902
Expert System for the Pre-diagnosis of Skin Diseases
Malla Zhunio Katherine Patricia, Vicente Zapata Edison Santiago, and Montaluisa Yugla Franklin Javier
 81
904
Modified Selection Sort Algorithm Employing Boolean and Distinct Function in a Bidirectional Enhanced Selection Technique
Ramcis N. Vilchez
 93
905
Enhanced Numeral Recognition for Handwritten Multi-language Numerals Using Fuzzy Set-Based Decision Mechanism
Ahmad Al-Hmouz, Ghazanfar Latif, Jaafar Alghazo, and Rami Al-Hmouz
 99
906
Fusion of Logically Concatenated Cross Binary Pattern and ε-Dragging Linear Regression for Face Classification across Poses
Kumud Arora and Poonam Garg
 108
907
Research on Improved Visualization Method of Space Time Cube
Jing Sun, Qingyun Huang, and Huiqun Zhao
 116
908
Improved Fast R-CNN with Fusion of Optical and 3D Data for Robust Palm Tree Detection in High Resolution UAV Images
Zi Yan Chen and Iman Yi Liao
 122
909
A Deep Neural Network for Pixel-Wise Classification of Titanium Microstructure
Sirodom Mongkhonthanaphon and Yachai Limpiyakorn
 128
910
Keystroke Dynamics Based User Authentication using Deep Multilayer Perceptron
Alvin Andrean, Manoj Jayabalan, and Vinesh Thiruchelvam
 134
911
Workflow Scheduling with Amazon EC2 Spot Instances: Building Reliable Compute Environments
Altino M. Sampaio and Jorge G. Barbosa
 140
912
Classification of Smartphone Application Reviews Using Small Corpus Based on Bidirectional LSTM Transformer
Kazuyuki Matsumoto, Seiji Tsuchiya, Takumi Kojima, Hiroya Kondo, Minoru Yoshida, and Kenji Kita
 148
913
Impact of Refactoring on OO Metrics: A Study on the Extract Class, Extract Superclass, Encapsulate Field and Pull up Method
Iyad Alazzam, Belal Abuata, and Ghada Mhediat
 158
914
Automated Exam Question Set Generator Using Utility Based Agent and Learning Agent
Tengku Nurulhuda Tengku Abd Rahim, Ma. Stella Tabora Domingo, Mohamed Farid Noor Batcha, and Zalilah Abd Aziz
 164
915
ICT Transfer Business Model Development
Viktorija Stepanova and Ingars Erins
 170
916
Development of an Encapsulator for Interoperability of Non-HLA Based MATLAB Programs (SIMULINK or M-file) to HLA Based Simulations
Sangha Choi, Wooshik Kim, and Sugjoon Yoon
 176
917
How to Fight against SMS-Spam: Structural Approach and Results
Giseop Noh
 182
918
Cloud and IoT Based Temperature Prediction System for a Greenhouse Using Multivariate Convolutional Long Short Term Memory Network
Zar Zar Oo and Sabai Phyu
 189
919
Variability of Passenger Satisfaction Depended on Choosing a Type of Transport on the Constant Transport Infrastructure
Sergey V. Vikharev and Maxim A. Lyapustin
 195
920
Research on Automatic Generation of Table Tennis Technique and Tactics Collection Template
Jing Sun, Haochen Luo, and Huiqun Zhao
 201
921
Logistic Profile Generation via Clustering Analy
Andres Regal
 207

General Information

  • E-ISSN: 2972-368X
  • Abbreviated Title: Int. J. Mach. Learn.
  • DOI: 10.18178/IJML
  • Frequency: Quarterly
  • Average Days to Accept: 68 days
  • Acceptance Rate: 27%
  • Editor-in-Chief: Dr. Lin Huang
  • Executive Editor:  Ms. Cherry L. Chen
  • DOI: 10.18178/IJML
  • Abstracing/Indexing: Google Scholar, Crossref, ProQuest, Electronic Journals Library, CNKI.
  • E-mail: editor@ijml.org
  • APC: 500USD


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