CHAPTER 1 Artificial Intelligence Techniques on Software Engineering, and Requirement Engineering

・ ID#S-7: "Oversampling Based on Data Augmentation in Convolutional Neural Network for Silicon Wafer Defect

　Classification", BATOOL, Uzma*; SHAPIAI, Mohd.; ISMAIL, Nordinah ; FAUZI, Hilman; SALLEB, Syahrizal

・ID#S-10: "Fault Classification of IC Engine using Wavelet Energy Features and Geometric Mean Neuron Model",

 　SHIBLEE, Mohammad*

・ID#S-12: "Photo Identification of Sea Turtles Using AlexNet and Multi-Class SVM", HJ WAN YUSSOF, Wan Nural 　

　Jawahir*; SHAHARUDIN, Siti Nurfarahim; HITAM, Muhammad Suzuri; AWALLUDIN, Ezmahamrul Afreen

・ID#S-19: "Predictive Modeling for Student Grade Prediction Using Machine Learning and Visual Analytics", ABDUL 　

　BUJANG, Siti Dianah*; SELAMAT, Ali; KREJCAR, Ondrej

・ID#S-20: "Effectiveness of a Hybrid Deep Learning Model Integrated with a Hybrid Parameterisation Model in Decision-

　Making Analysis", MOHAMAD, Masurah*; SELAMAT, Ali

・ID#S-21: "The Best Ensemble Learner of Bagged Tree Algorithm for Student Performance Prediction", ZAKARIA, Afiqah

　Zahirah; SELAMAT, Ali*; KREJCAR, Ondrej; FUJITA, Hamido

・ID#S-24: "A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences”, GARCIA, Luis Brandon*;

　PEREZ-MEANA, Hector; SÁNCHEZ, Gabriel; HERNANDEZ-SUAREZ, Aldo; OLIVARES-MERCADO, Jesus; PORTILLO-

　PORTILLO, Jose

・ID#S-26: "Logic Error Detection Algorithm Based on RNN With Threshold Selection", MATSUMOTO, Taku*;

　WATANOBE, Yutaka; NAKAMURA, Keita; TESHIMA, Yunosuke

・ID#S-38: "Normative Rule Extraction From Implicit Learning Into Explicit Representation", ABDUL KADIR, Mohd

　Rashdan*; SELAMAT, Ali; KREJCAR, Ondrej

・ID#S-46: "Intelligent Content Driving of Engineering Model System in Modeling Platform", LASZLO, Horvath*

・ID#S-37: "A Method for Image Forgery Detection Based on Error Level Analysis (ELA) Technique", MORRA, Emanuele;

　REVETRIA, Roberto*; PECORINO, Danilo; GALLI, Gabriele;  MUNGO, Andrea; CHIARVETTO Roberto

​

CHAPTER 2 Software Methods for Informatics, Medical Informatics and Bio-medicine Applications

・ID#S-17: "A CNN-based Mosquito Classification Using Image Transformation of Wingbeat Features", LUNA-GONZÁLEZ,

　José Álvaro; ROBLES-CAMARILLO, Daniel; NAKANO-MIYATAKE, Mariko*; LANZ-MENDOZA, Humberto; PEREZ-

　MEANA, Hector

・ID#S-18: "Deep Classifier Model for Autism Spectrum Disorder Prediction”, MOKNI, Raouia*; HAOUES, Mariem

・ID#S-47: "Magnitude-Based Streamlines Seed Point Selection for 3D Flow Visualization", MOHAMED, Farhan*; YUSOFF,

　Yusman Azimi; SUNAR, Mohd Shahrizal; JAAFAR, Nor Azrini; SELAMAT, Ali

・ID#S-48: "Recognition of Heartbeat Categories Applying a Novel Preprocessing Scheme and Neural Networks",

　HERNANDEZ-MATAMOROS, Andres*; FUJITA, Hamido; PEREZ-MEANA, Hector

・ID#S-8: "A Fuzzy MOP Based Competence Set Expansion Method for Technology Roadmap Definitions", HUANG, Chi-

　Yo*; LIN, Yen-Chu; YANG, Chia-Li Yang; SUN, Yu; CHENG, Jeng-Chieh, KUO, Ying-Ting; WANG, Liang-Chieh; WANG,

　Sing-Yan; HSU, Hao-En; HSU, Hao-Hsiu

・ID#S-36: "An Innovative AI-Based System for Corruption Risks Assessment Among Corporate Managers to Support

　Open Source Analysis Analysis", MORRA, Emanuele; REVETRIA, Roberto*; PECORINO, Danilo; GIUDICI, Matteo;GALLI,

　Gabriele

​

CHAPTER 3 Applied Software Tools, Techniques and Related Software Engineering Models

・ID#S-5: "Non-Attractive Periodic Trajectory Formation Mechanism on Random and Chaotic Time Series",  YOSHIDA,

　Hitoaki*; MURAKAMI, Takeshi

・ID#S-15: "Comparison of Face Detection and Recognition Algorithms in Real-Time Video", SANCHEZ-MORENO, 　

　Alejandra; PEREZ-MEANA, Hector*; OLIVARES-MERCADO, Jesus; SANCHEZ-PEREZ, Gabriel; TOSCANO-MEDINA,

　Karina

・ID#S-27: "Toward a Mixed Tangle-Blockchain Architecture", MOTAZ, Ben Hassine*; MOURAD, Kmimech; HUSSEIN,

　Hellani; SLIMAN, Layth

・ID#S-44: "Design and Development of Fun Lean Augmented and Virtual Reality Prototypes for Hand and Upper Limb

　Rehabilitation", LEE, Chien-Sing*; TAN, Pei-Yee; WONG, Hong-Wei

・ID#S-22: "REST API Auto Generation: A Model-Based Approach", HUSSEIN, Salah*; ZAIN, Samer; SALLEH, Norsaremah

・ID#S-9: "A Multi-Agent Model For Countering Terrorism", KEBIR, Oussama*; NOUAOURI, Issam; KEBIR, Mouna; BEN

　SAID, Lamjed

・ID#S-16: "Many-to-Many Symbolic Multi-track Music Genre Transfer", PEZZAT-MORALES, Michel; PEREZ-MEANA,

　Hector*; NAKASHIKA, Toru; NAKANO-MIYATAKE, Mariko

・ID#S-25: "Cohesive Subgraph Models for Overlapping Community Search Over Networks", ADEYL, Khaled; KMIMECH,

　Mourad; MHADHBI, Nizar*; RADDAOUI, Badran

・ID#S-2: "A Decision Tool for the Water-Energy Nexus in Jordan", EKENBERG, Love*; DANIELSON, Mats;

　KOMENDANTOVA, Nadejda

・ID#S-29: "A Fire Safety Engineering Simulation Model for Emergency Management in Airport Terminals Equipped with

　IoT and Augmented Reality Systems", MORRA, Emanuele; REVETRIA, Roberto*; SCARAMOZZINO, Domenica

　Loredana; GALLI, Gabriele

​

CHAPTER 4 Intelligent software systems design, Software Quality, Software Evolution and Validation Techniques

・ID#S-28: "A Comparative Study of Major Clustering Techniques for MAR Learning Usability Prioritization Processes", 

　LIM, Kok Cheng*; SELAMAT, Ali; MOHAMED ZABIL, Mohd Hazli; SELAMAT, Md Hafiz; ALIAS, Rose Alinda; MOHAMED,

　Farhan; KREJCAR, Ondrej

・ID#S-30: "Formal Modeling and Verification of Blockchain Consensus Protocol for IoT Systems”, BAOUYA, Abdelhakim*;

　CHEHIDA, Salim; BENSALEM, Saddek; BOZGA, Marius

・ID#S-31: "An Efficient Framework for Vietnamese Sentiment Classification", NGUYEN, Thanh Binh*; NGUYEN Van,

　Cuong; Le Huy, KHIEM; TRAN, Minh Anh

・ID#S-35: "A Kansei Model of One-day Circular Tour Considering Satisfaction and Tired Condition of Transportation",

　LI, Shuang*; SASAKI, Jun

・ID#S-43: "Hybridization of Feature Selection and Classification Techniques in Credit Risk Assessment Modelling",

　SAKRI, Sapiah*; OTHMAN, Jaizah; HALID, Noreha

​・ID#S-4: "Performance Evaluation of the Information Flow Monitor Protocol in Cyber-Physical Systems", GRIES, Stefan*;

　GRUHN, Volker

・ID#S-3: "A Study of a Patent Documents Classification System Using Rough Set Theory and Machine Translation",

　KUREMATSU, Masaki*

・ID#S-6: "Gaussian Representations of K-means Clusters: Case Study of Educational Process Mining of UCI", KO, Yu-

　chien; FUJITA, Hamido*

​

CHAPTER 5 Knowledge Science and Intelligent Computing

・ID#S-32: "ATGW: A Machine Learning Framework for Automation Testing in Game Woody", NGUYEN, Thanh Binh*;

　DANG, Tien Xuan; PHAM Thi, Thuy; NGUYEN Thao, Nhu; NGUYEN, Linh

・ID#S-33: "Measure of the Content Creation Score on Social Network Using Sentiment Score and Passion Point",

　NGUYEN, Hien D.*; HUYNH, Tai; LUU, Son; HOANG, Suong; PHAM, Vuong; ZELINKA, Ivan

・ID#S-34: "SEED: A Framework for Stress Estimation Using Emotiv Devices", NGUYEN, Thanh Binh*; HA THI, Thanh

　Huong; NGUYEN, Hoai Thuong; TRAN, Thinh; PHAM, Phi Nhung; NGUYEN, Trung T.

・ID#S-40: "An Efficient Hybrid Mechanism with LSTM Neural Networks in Application to Stock Price Forecasting",

　NGUYEN-PHAM, Ngoc-An; NGUYEN, Trung T.*

・ID#S-42: "Keyphrase Graph in Text Representation for Document Similarity Measurement",  HUYNH, Thuong*;

　PHAMNGUYEN, TruongAn; DO, Nhon V.