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18th SoMeT 2019: Kuching, Malaysia
- Hamido Fujita, Ali Selamat:
Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 18th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_19), Kuching, Malaysia, 23-25 September 2019. Frontiers in Artificial Intelligence and Applications 318, IOS Press 2019, ISBN 978-1-64368-012-5
Research Article
- Andres Hernandez-Matamoros, Hamido Fujita, Mariko Nakano-Miyatake, Héctor Pérez-Meana, Enrique Escamilla Hernández:
A Scheme to Classify Skin Through Geographic Distribution of Tonalities Using Fuzzy Based Classification Approach. 3-10 - Hoang-Long Huynh, Van-Dang Tran, Huu-Duc Nguyen, Zhenjiang Hu, Trong-Vinh Le, Quyet-Thang Huynh:
Auto-Updating Portable Application Model of Multi-Cloud Marketplace Through Bidirectional Transformations System. 11-24 - Igor V. Kotenko, Pavel Budko, Alexey Vinogradenko, Igor Saenko:
An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis. 25-38 - Amina Maddouri, Nadia Abchiche-Mimouni, Samir Otmane, Jalel Akaichi:
GAAMAAA: Generating Automatically an Adaptive Multiagent System for Ambient Assistive Applications. 39-54 - Bao Ngoc Trinh, Huynh Quyet Thang, Xuan Thang Nguyen, Phuong Chi Luong, Nguyen Khanh Ho:
Applying a Unified Game-Based Model in a Payment Scheduling Problem and Design of Experiments Using MOEA Framework. 55-68 - Tatsuki Serizawa, Hamido Fujita:
Emotion Recognition by Convolutional Neural Network Based on EEG-Images Plotting Time Series Data. 69-78 - King Kuok Kuok, Po Chan Chiu, Ali Selamat:
Comparison of Bat Neural Networks and Bat Optimisation Neural Networks for Rainfall Forecasting: Case Study for Kuching City. 79-92 - László Horváth:
Driving Smart Content as Context for System Level Model of Engineering Structure. 93-106 - Kotaro Ambai, Hamido Fujita:
Multivariate Normal Distribution Based Over-Sampling for Numerical and Categorical Features. 107-119 - Taku Matsumoto, Yutaka Watanobe:
Towards Hybrid Intelligence for Logic Error Detection. 120-131 - Po Chan Chiu, Ali Selamat, Ondrej Krejcar, King Kuok Kuok:
Missing Rainfall Data Estimation Using Artificial Neural Network and Nearest Neighbor Imputation. 132-143 - Hossamelden Mohamed Elhawary, Mohd Ibrahim Shapiai, Hairi Zamzuri, Hilman Fauzi:
Investigation on Data Augmentation for Object Detection Using Deep Neural Network for Traffic Signs Application. 144-156 - Xing Wu, Mingyu Zhong, Guofei Feng, Shaorong Xie, Yike Guo:
The Collaborative Strategy of Multiple USVs with Deep Reinforcement Learning Method. 159-175 - Sameh Azouzi, Jalel Eddine Hajlaoui, Sonia Ayachi Ghannouchi, Zaki Brahmi:
E-Learning BPaaS Discovery in Cloud Based on a Structural Matching. 176-189 - Lim Kok Cheng, Ali Selamat, Mohd Hazli Mohamed Zabil, Md. Hafiz Selamat, Rose Alinda Alias, Fatimah Puteh, Farhan Mohamed, Ondrej Krejcar:
Quantifying Usability Prioritization Using K-Means Clustering Algorithm on Hybrid Metric Features for MAR Learning. 190-204 - Masaki Kurematsu, Ryuhei Yamazaki, Ryo Ogasawara, Jun Hakura, Hamido Fujita:
A Study of Email Author Identification Using Machine Learning for Business Email Compromise. 205-216 - Hasniza Hassan, Syahid Anuar, Nor Bahiah Ahmad, Ali Selamat:
Improve Student Performance Prediction Using Ensemble Model for Higher Education. 217-230 - Kyoko Ogawa, Naoki Mori:
Evolutionary Approach for Model Compression of Neural Network Using Support Vector Machine with AND/OR Layers. 231-243 - Wan Nur Hidayah Ibrahim, Ali Selamat, Syahid Anuar, Ondrej Krejcar:
Clustering Botnet Behavior Using K-Means with Uncertain Data. 244-257 - Lim Kok Cheng, Ali Selamat, Mohd Hazli Mohamed Zabil, Yunus Yusoff, Md. Hafiz Selamat, Rose Alinda Alias, Fatimah Puteh, Farhan Mohamed, Ondrej Krejcar:
A Comparative Usability Study Using Hierarchical Agglomerative and K-Means Clustering on Mobile Augmented Reality Interaction Data. 258-271 - Masahiro Kataoka, Hamido Fujita:
Thermal Infrared Ensemble Tracker with an Algorithm Using Kullback-Leibler Divergence. 272-283 - Nurulhuda Zainuddin, Ali Selamat, Roliana Ibrahim:
Hate Crime on Twitter: Aspect-Based Sentiment Analysis Approach. 284-297 - Masurah Mohamad, Ali Selamat:
An Analysis on Performance of Different Type Classifiers in Handling Big Data Sets. 298-309 - Norsyela Muhammad Noor Mathivanan, Nor Azura Md Ghani, Roziah Mohd Janor:
Text Classification of E-Commerce Product via Hidden Markov Model. 310-318 - Che Zalina Zulkilfi, Nuraini Mohd Rani, Hasnatul Nazuha Hassan, Nor Hazlina Abu Hassan, Abdul Aziz Zalay:
Augmented Reality as Learning Tool in Education of Sculpture Arts. 321-332 - Lars Beyer, Jan C. Dageförde, Herbert Kuchen, Claus A. Usener:
Automated Data-Flow Analysis and Validation in Process Automation Projects. 333-346 - Amarilis Putri Yanuarifiani, Fang-Fang Chua, Gaik-Yee Chan:
Rule-Based Ontology Framework (ROF) for Auto-Generating Requirements Specification: A Case Study. 347-360 - Hichem Kmimech, Achraf Jabeur Telmoudi, Layth Sliman, Lotfi Nabli:
Minimum Initial Marking Estimation in Labeled Petri Nets Using Simulated Annealing. 361-370 - Shuang Li, Jun Sasaki, Enrique Herrera-Viedma:
A Planning Algorithm for One-Day Circular Tour Using Public Transport. 371-385 - Renita Raymond, S. Margret Anouncia:
Requirement Patterns and Its Importance - A Survey. 386-398 - Asma Hassani, Sonia Ayachi Ghannouchi:
Integrating BPM and Big Data for BP Modeling Adaptability. 399-412 - Rubijesmin Abdul Latif, Eze Manzura Mohd Mahidin, Rozita Ismail:
Game-Based Element Within Rehabilitation Program: Case Study at Community-Based Centers (PDKs in Putrajaya, Malaysia). 413-421 - Chee Ling Thong, Lee Yen Chaw, Su Mon Chit, Chiw Yi Lee:
User Evaluation on Mobile Application for Shuttle Bus Service. 422-429 - Nor Musliza Mustafa, Zulkifly Mohd Zaki, Khairul Anuar Mohamad, Mokmin Basri, Sedek Ariffin:
The Design of Quran Memorization Tool Using Low-Fidelity Prototype. 430-443 - Marshima Mohd Rosli, Nur Atiqah Sia Abdullah, Afiq Ruzaini:
ReciPicker: Recipe Recommendation Using Hybrid Filtering for Reducing Food Waste. 444-455 - Chien-Sing Lee, John H. Hughes:
Refocusing on Cognitive Load Design Through a Meta-Analysis on Learnability, Goal-Based Intentions and Extensibility: Towards Personalized Cognitive-Social-Affective Engagement Among Seniors. 456-469 - Muhammad Nor Iman bin Abdul Manan, Ruhaya binti Ab. Aziz:
Measuring the Performance of Multilayer Perceptron on Car Navigation Simulator: A Comparative Study. 470-483 - Aziz Nanthaamornphong, Pracha Asawateera, Mohd Helmy Abd Wahab:
Adoption of Agile by Software Developers in Thailand. 487-499 - Lim Kok Cheng, Ali Selamat, Mohd Hazli Mohamed Zabil, Yunus Yusoff, Md. Hafiz Selamat, Rose Alinda Alias, Fatimah Puteh, Farhan Mohamed, Ondrej Krejcar:
Triangulating the Implementation of Hierarchical Agglomerative Clustering on MAR-Learning Usability Data. 500-511 - Julia Hermann, Laura Lis, Volker Gruhn:
Usability of a Learning Management System in Interface Comparison. 512-521 - Siti Rohana Ahmad Ibrahim, Jamaiah Yahaya, Hasimi Sallehudin:
Quality and Sustainability Dimensions Toward Green Software Product: A Review. 522-530 - Quyet-Thang Huynh, Dinh-Dien Tran, Thi-Mai-Anh Bui, Phi-Le Nguyen:
Development of Rules and Algorithms for Model-Driven Code Generator with UWE Approach. 531-544 - Takumi Sato, Ruth Cortez, Alexander P. Vazhenin:
BBCoM Visual Weaver for Model-Driven Software Design. 545-558 - Francisco Javier Cabrerizo, Juan Antonio Morente-Molinera, Sergio Alonso, Witold Pedrycz, Enrique Herrera-Viedma:
Managing Missing Values in Intuitionistic Reciprocal Preference Relations: From Numeric Procedures to Granular. 559-572 - Hiba Zuhair Zeydan, Ali Selamat:
RANDS: A Machine Learning-Based Anti-Ransomware Tool for Windows Platforms. 573-587 - Van-Doc Vu, Trong-Bach Nguyen, Quyet-Thang Huynh:
Formal Transformation from UML Sequence Diagrams to Queueing Petri Nets. 588-601 - Carlotta Patrone, Gabriele Galli, Roberto Revetria:
A State of the Art of Digital Twin and Simulation Supported by Data Mining in the Healthcare Sector. 605-615 - Md. Mostafizer Rahman, Yutaka Watanobe:
An Efficient Approach for Selecting Initial Centroid and Outlier Detection of Data Clustering. 616-628 - Fouzia Kahloun, Sonia Ayachi Ghannouchi:
Quality Measures Collection and Structuring for Assessing and Improving BPMN Models. 629-642 - Mohammad Wahiduzzaman Khan, Gaik-Yee Chan, Fang-Fang Chua:
Building Ontology Profiles with Contextual Elements for Effective and Efficient Movies Recommendation. 643-657 - Hien D. Nguyen, Nhon V. Do, Thanh T. Mai, Vuong T. Pham:
A Method for Designing the Intelligent System in Learning of Algorithms. 658-671 - Han Cao, Binh T. Nguyen, Huy Nguyen, Thanh Pham, Lam Do:
IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons. 672-685 - Duyen T. A. Vu, Nhon V. Do:
An Instructional System for Solving Problems in Plane Geometry. 686-700 - Danah Algawiaz, Gillian Dobbie, Shafiq Alam:
PRARS: Risk Assessment Model for Recommender Systems. 701-710 - Ahmad Ashraf Abd Aziz, Farhan bin Mohamed, Vei Siang Chan, Mohd Khalid bin Mokhtar, Muhammad Ismail Mat Isham, Iylia Zulkifli, Alina Wagiran, Faezah Mohd Salleh, Mohd Shahir Shamsir Omar:
Conceptual Design for Crowdsourcing Biodiversity Tagging Application. 711-724 - Zainab Liaghat, MohammadReza Besharati, Mohammad Izadi, Ehsan Khamespanah:
Using Reo Formalism for Compliance Checking of Architecture Evolution with Evolutionary Rules. 725-738
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