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19th SoMeT 2020: Kitakyushu, Japan
- Hamido Fujita, Ali Selamat, Sigeru Omatu:
Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2020, Kitakyushu, Japan, September 22-24, 2020. Frontiers in Artificial Intelligence and Applications 327, IOS Press 2020, ISBN 978-1-64368-114-6
Research Article
- Uzma Batool, Mohd Ibrahim Shapiai, Nordinah Ismail, Hilman Fauzi, Syahrizal Salleh:
Oversampling Based on Data Augmentation in Convolutional Neural Network for Silicon Wafer Defect Classification. 3-12 - Shiblee Mohd:
Fault Classification of IC Engine Using Wavelet Energy Features and Geometric Mean Neuron Model. 13-22 - Wan Nural Jawahir Hj Wan Yussof, Nurfarahim Shaharudin, Muhammad Suzuri Hitam, Ezmahamrul Afreen Awalludin
, Mohd Uzair Rusli, Daphne Z. Hoh
Photo Identification of Sea Turtles Using AlexNet and Multi-Class SVM. 23-31 - Siti Dianah Abdul Bujang
Predictive Modeling for Student Grade Prediction Using Machine Learning and Visual Analytics. 32-42 - Masurah Mohamad, Ali Selamat:
Effectiveness of a Hybrid Deep Learning Model Integrated with a Hybrid Parameterisation Model in Decision-Making Analysis. 43-54 - Afiqah Zahirah Zakaria, Ali Selamat, Hamido Fujita
The Best Ensemble Learner of Bagged Tree Algorithm for Student Performance Prediction. 55-64 - Luis Brandon Garcia-Ortiz, Gabriel Sanchez-Perez, Aldo Hernandez-Suarez
A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences. 65-75 - Taku Matsumoto
Logic Error Detection Algorithm Based on RNN with Threshold Selection. 76-87 - Mohd Rashdan Abdul Kadir, Ali Selamat, Ondrej Krejcar:
Normative Rule Extraction from Implicit Learning into Explicit Representation. 88-101 - László Horváth:
Intelligent Content Driving of Engineering Model System in Modeling Platform. 102-113 - Emanuele Morra, Roberto Revetria, Danilo Pecorino, Gabriele Galli, Andrea Mungo, Roberto Chiarvetto:
A Method for Image Forgery Detection Based on Error Level Analysis (ELA) Technique. 114-124 - Jose Alvaro Luna-Gonzalez, Daniel Robles-Camarillo, Mariko Nakano-Miyatake, Humberto Lanz-Mendoza, Héctor Manuel Pérez Meana:
A CNN-Based Mosquito Classification Using Image Transformation of Wingbeat Features. 127-137 - Raouia Mokni
Deep Classifier Model for Autism Spectrum Disorder Prediction. 138-149 - Yusman Azimi Yusoff, Farhan Mohamed, Nor Azrini Jaafar, Mohd Shahrizal Sunar
Magnitude-Based Streamlines Seed Point Selection for 3D Flow Visualization. 150-161 - Andres Hernandez-Matamoros, Hamido Fujita
Recognition of Heartbeat Categories Applying a Novel Preprocessing Scheme and Neural Networks. 162-172 - Chi-Yo Huang, Yen-Chu Lin, Chia-Li Yang, Yu Sun, Jeng-Chieh Cheng, Ying-Ting Kuo, Liang-Chieh Wang, Sing-Yan Wang, Hao-En Hsu, Hao-Hsiu Hsu:
A Fuzzy MOP Based Competence Set Expansion Method for Technology Roadmap Definitions. 173-182 - Emanuele Morra, Roberto Revetria, Danilo Pecorino, Matteo Giudici, Gabriele Galli:
An Innovative AI-Based System for Corruption Risks Assessment Among Corporate Managers to Support Open Source Analysis. 183-194 - Hitoaki Yoshida, Takeshi Murakami:
Non-Attractive Periodic Trajectory Formation Mechanism on Random and Chaotic Time Series. 197-208 - Alejandra Sarahi Sanchez-Moreno, Héctor Manuel Pérez Meana, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina:
Comparison of Face Detection and Recognition Algorithms in Real-Time Video. 209-220 - Motaz Ben Hassine
Toward a Mixed Tangle-Blockchain Architecture. 221-233 - Chien-Sing Lee, Pei-Yee Tan, Hong Wei Wong:
Design and Development of Fun Lean Augmented and Virtual Reality Prototypes for Hand and Upper Limb Rehabilitation. 234-245 - Salah Hussein, Samer Zein, Norsaremah Salleh
REST API Auto Generation: A Model-Based Approach. 246-259 - Oussama Kebir
A Multi-Agent Model for Countering Terrorism. 260-271 - Michel Pezzat, Héctor Manuel Pérez Meana, Toru Nakashika, Mariko Nakano:
Many-to-Many Symbolic Multi-Track Music Genre Transfer. 272-281 - Khaled Adeyl, Mourad Kmimech, Nizar Mhadhbi, Badran Raddaoui:
Cohesive Subgraph Models for Overlapping Community Search over Networks. 282-293 - Mats Danielson, Love Ekenberg, Nadejda Komendantova
A Decision Tool for the Water-Energy Nexus in Jordan. 294-302 - Emanuele Morra, Roberto Revetria, Domenica Loredana Scaramozzino, Gabriele Galli:
A Fire Safety Engineering Simulation Model for Emergency Management in Airport Terminals Equipped with IoT and Augmented Reality Systems. 303-314 - Lim Kok Cheng
A Comparative Study of Major Clustering Techniques for MAR Learning Usability Prioritization Processes. 317-329 - Abdelhakim Baouya
Formal Modeling and Verification of Blockchain Consensus Protocol for IoT Systems. 330-342 - Cuong V. Nguyen, Khiem H. Le, Anh M. Tran, Binh T. Nguyen:
An Efficient Framework for Vietnamese Sentiment Classification. 343-354 - Shuang Li, Jun Sasaki:
A Kansei Model of One-Day Circular Tour Considering Satisfaction and Tired Condition of Transportation. 355-366 - Sapiah Binti Sakri, Jaizah Othman
Hybridisation of Feature Selection and Classification Techniques in Credit Risk Assessment Modelling. 367-380 - Stefan Gries, Volker Gruhn:
Performance Evaluation of the Information Flow Monitor Protocol in Cyber-Physical Systems. 381-388 - M. Kurematsu:
A Study of a Patent Documents Classification System Using Rough Set Theory and Machine Translation. 389-398 - Yu-Chien Ko, Hamido Fujita
Gaussian Representations of K-Means Clusters: Case Study of Educational Process Mining of UCI. 399-409 - Thuy Pham, Nhu Nguyen, Tien X. Dang, Linh Nguyen, Binh T. Nguyen:
ATGW: A Machine Learning Framework for Automation Testing in Game Woody. 413-424 - Hien D. Nguyen
Measure of the Content Creation Score on Social Network Using Sentiment Score and Passion Point. 425-434 - Nhung Pham, Thuong Nguyen, Thinh Tran, Trung T. Nguyen, Huong Ha, Binh T. Nguyen:
SEED: A Framework for Stress Estimation Using Emotiv Devices. 435-446 - Ngoc-An Nguyen-Pham
An Efficient Hybrid Mechanism with LSTM Neural Networks in Application to Stock Price Forecasting. 447-458 - ThanhThuong T. Huynh, TruongAn PhamNguyen, Nhon V. Do:
Keyphrase Graph in Text Representation for Document Similarity Measurement. 459-472
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