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9th ICSCA 2020: Langkawi, Malaysia

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  • Soft Computing and Methods
  • Data Analysis and Processing
  • Algorithm Modeling and Optimization
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    Proceedings of the 9th International Conference on Software and Computer Applications, ICSCA 2020, Langkawi, Malaysia, February 18-21, 2020. ACM 2020, ISBN 978-1-4503-7665-5

Soft Computing and Methods

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    Tianyou Yang, Yingjie Shi, Haiqiao Huang:
    CLDM: A Clothing Landmark Detector Based on Mask R-CNN. 1-5
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    Erna Hikmawati, Kridanto Surendro:
    How to Determine Minimum Support in Association Rule. 6-10
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    Ruiyun Zhu, Jingcheng Shen, Xiangtian Deng, Marcus Wallden, Fumihiko Ino:
    Training Strategies for CNN-based Models to Parse Complex Floor Plans. 11-16
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    Masaya Shimakawa, Kentaro Hayashi, Shigeki Hagihara, Naoki Yonezaki:
    Towards Interpretation of Abstract Instructions Using Declarative Constraints in Temporal Logic. 17-20
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    Thang V. Nguyen, Nam T. H. Nguyen, Triet Le, Sang T. T. Nguyen, Lam Huynh:
    Estimation of Heat of Formation for Chemical Systems using the Lasso Regression-Based Approach. 21-25
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    Anam Habib, Nosheen Jelani, Asad Masood Khattak, Saima Akbar, Muhammad Zubair Asghar:
    Exploiting Deep Neural Networks for Intention Mining. 26-30

Data Analysis and Processing

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    Gangani Ariyarathne, Senuri De Silva, Sanuwani Dayarathna, Dulani Meedeniya, Sampath Jayarathna:
    ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI Data. 31-35
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    Heru Nugroho, Nugraha Priya Utama, Kridanto Surendro:
    Performance Evaluation for Class Center-Based Missing Data Imputation Algorithm. 36-40
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    Raphael Hartner, Vitaliy Mezhuyev, Martin Tschandl, Christian Bischof:
    Digital Shop Floor Management: A Practical Framework For Implementation. 41-45
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    Heru Nugroho, Nugraha Priya Utama, Kridanto Surendro:
    Comparison Method for Handling Missing Data in Clinical Studies. 46-50
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    Mageshwari Valachamy, Shamsul Sahibuddin, Noor Azurati Ahmad, Nur Azaliah Abu Bakar:
    Geospatial Data Sharing: Preliminary Studies on Issues and Challenges in Natural Disaster Management. 51-56
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    Heru Nugroho, Soni Fajar Surya Gumilang:
    Recommendations for Improving Data Management Process in Government of Bandung Regency using COBIT 4.1 Framework. 57-61

Algorithm Modeling and Optimization

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    Md. Abdul Kader, Kamal Z. Zamli:
    Adopting Jaya Algorithm for Team Formation Problem. 62-66
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    Rabah Mazouzi, Philippe Harel:
    A Hybrid "Quantum and Classical" Method for Outlier Detection. 67-73
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    Tuyen Phong Truong, Toan Hai Le:
    A Distributed Directed Breadth-First Search Algorithm Based on Message-Passing Model for Efficient Line-of-Sight Computation. 74-78
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    Md. Abdul Kader, Jamal A. Jamaluddin, Kamal Z. Zamli:
    An Educational Tool Aimed at Learning Metaheuristics. 79-83
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    Yi Zhou, Shanru Li, Chongwen Wang:
    Research on Product Detection Algorithm for Intelligent Refrigerator. 84-88
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    Rui Sun, Yuqiang Li:
    Applying Prefixed-Itemset and Compression Matrix to Optimize the MapReduce-based Apriori Algorithm on Hadoop. 89-93
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    Muhammad Zubair Rehman, Kamal Z. Zamli, Abdullah B. Nasser:
    An Improved Genetic Bat algorithm for Unconstrained Global Optimization Problems. 94-98
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    Muhammad Nur Fikri Hishamuddin, Mohd Fadzil Hassan, Ainul Akmar Mokhtar:
    Improving Classification Accuracy of Random Forest Algorithm Using Unsupervised Discretization with Fuzzy Partition and Fuzzy Set Intervals. 99-104
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    Abdullah B. Nasser, Antar Shaddad Abdul-Qawy, Nibras Abdullah, Fadhl Hujainah, Kamal Z. Zamli, Waheed Ali H. M. Ghanem:
    Latin Hypercube Sampling Jaya Algorithm based Strategy for T-way Test Suite Generation. 105-109

Image Processing

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    Samarth Gupta:
    Real Time Face Recognition on an Edge Computing Device. 110-113
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    Xin-Yi Peng, Jun Cao, Fuyuan Zhang:
    Masked Face Detection Based on Locally Nonlinear Feature Fusion. 114-118
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    Oluyinka Iyabo Omotosho, Yetunde Akinwale, Adedoyin Idris:
    Semantic Based Vitamin Deficiency Monitoring System. 119-123
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    Risako Aoki, Takuro Oki, Ryusuke Miyamoto:
    Accuracy Improvement of Human Tracking in Aerial Images Using Error Correction Based on Color Information. 124-128
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    Le Dinh Duy, Ngo Tuan Anh, Ngo Tung Son, Nguyen Viet Tung, Nguyen Ba Duong, Muhammad Hassan Raza Khan:
    Deep Learning in Semantic Segmentation of Rust in Images. 129-132
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    Guoying Liu, Jici Xing, Jing Xiong:
    Spatial Pyramid Block for Oracle Bone Inscription Detection. 133-140
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    Ziyao Wang, Dali Yang, Qiang Tong:
    A Method of Workpiece Coherent Line Detection Based on Progressive Probabilistic Hough Transform. 141-146

Software Design and Program Development

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    Rimsha Khan, Farooque Azam, Bilal Maqbool, Muhammad Waseem Anwar:
    A Framework for Automated Reengineering of BPMN Models by Excluding Inefficient Activities. 147-151
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    Hamza Ghandorh, Abdulfattah Noorwali, Ali Bou Nassif, Luiz Fernando Capretz, Roy Eagleson:
    A Systematic Literature Review for Software Portability Measurement: Preliminary Results. 152-157
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    Shahida Sulaiman, Siti Julia Mohd Shahrol, Abd Rahman Abd Samad:
    Service Learning in Application Development Course: A Case Study of a Rural Community Engagement. 158-162
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    Kaito Yoshino, Saeko Matsuura:
    Requirements Traceability Management Support Tool for UML Models. 163-166
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    Tamim Al Mahmud, Md Gulzar Hussain, Sumaiya Kabir, Hasnain Ahmad, Mahmudus Sobhan:
    A Keyword Based Technique to Evaluate Broad Question Answer Script. 167-171
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    Nualsawat Hiransakolwong:
    EQ101: Emotional Quotient Assessment A Mobile Application for Students. 172-176

Software Testing and Quality Assessment

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    Huanyu Wu:
    A Systematical Study for Deep Learning Based Android Malware Detection. 177-182
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    Syed Husnain Kazmi, Farooque Azam, Muhammad Waseem Anwar, Bilal Maqbool:
    A Meta-Model for Automated Black-Box Testing of Visualization Based Software Applications. 183-187
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    Qian Wang, Wei Zhang, Jianhui Jiang, Long Li:
    A Reliability Automatic Assessment Framework of Open Source Software Based on JIRA. 188-193
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    Ahmad Naim Irfan, Aswami Ariffin, Mohd Naz'ri Mahrin, Syahid Anuar:
    A Malware Detection Framework Based on Forensic and Unsupervised Machine Learning Methodologies. 194-200
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    Muhammad Sohaib Munir, Hafsa Tanveer, Urooj Fatima:
    Mixed Initiative Realizability Problem Resolution Using UML Composite States. 201-205
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    Lin Zhang, Ning Li, Xia Hou, Yingai Tian:
    Automated Office Software Test Method. 206-211
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    Hanseong Lee, Hyung-Woo Lee:
    New Approach on Steganalysis: Reverse-Engineering based Steganography SW Analysis. 212-216

Data Communication and Information System

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    Changsong Ma, Hongwei Rong, Yushu Liu:
    Design of Cultural Relics Protection Micro-environment Monitoring System Based on ZigBee Wireless Communication. 217-221
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    Naveen Kumar Gupta, Rama Shankar Yadav, Rajendra Kumar Nagaria:
    Anchor Based Geographical Routing in WSN. 222-226
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    Noriaki Yoshiura, Keigo Sugiyama:
    Packet Reachability Verification in OpenFlow Networks. 227-231
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    Ekkachan Rattanalerdnusorn, Montida Pattaranantakul, Phithak Thaenkaew, Chalee Vorakulpipat:
    IoTDePT: Detecting Security Threats and Pinpointing Anomalies in an IoT environment. 232-236
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    Zukun Lu, Feiqiang Chen, Honglei Lin, Yifan Sun, Yuchen Xie:
    A Novel Method of Distortionless Correlation Function after STAP for BOC. 237-241
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    Noriaki Yoshiura, Kento Koizumi:
    A Method of Collecting the IP Addresses of Hidden Server in Tor Networks. 242-246
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    Kim-Mey Chew, Syvester Chiang-Wei Tan, Gary Chee-Wyai Loh, Nancy Bundan, Siew-Ping Yiiong:
    IoT Soil Moisture Monitoring and Irrigation System Development. 247-252
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    Tuyen Phong Truong, Toan Hai Le:
    Modeling and Simulating Concurrent Communications of Distributed Sensing Networks. 253-257

Computer Science and Information Technology

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    Ma Chi:
    Backward Slicing Analysis on Debug Log for Crash Comprehension. 258-263
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    Abdullahi Abubakar Kawu, Abdulkarim Abdullahi, Elijah Joseph, Amit Mishra, Abdulganiyu Abdulrahman:
    MIRCS: A Mobile USSD-SMS Interactive Result Checking System for Resource-Constrained Settings. 264-268
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    Chengcheng Peng, Bin Wu, Zekun Li:
    BGSGA: Combining Bi-GRU and Syntactic Graph Attention for Improving Distant Supervision Relation Extraction. 269-275
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    Wong Keng Tuck, Chien-Le Goh, Ng Hu:
    A False Negative Cost Minimization Ensemble Methods for Customer Churn Analysis. 276-280
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    Hireche Samia, Dennai Abdeslem:
    A Review of Artificial Intelligence Techniques used for Urban Automatic Incident Detection Systems. 281-286
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    Ihor Lubashevsky, Akihito Usui, Kaito Morimura:
    Non-Stationary Car-Following Dynamics: Driving Simulator Experiments. 287-291
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    Tiangang Bai, Hongxu Hou, Yatu Ji:
    Sub-word Embedding Auxiliary Encoding in Mongolian-Chinese Neural Machine Translation. 292-296
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    Long Xia, Sun Chunxia, Tan Ming:
    Design and Implementation of Intelligent Ear Tag for Dairy Cows in Farms. 297-301
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    Xinwei Zhang, Jin Wang, Yuxiao Zhang, Guodong Lu:
    Responsive Motif Exploration Using Symmetry Dependency Syntax. 302-306
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    Fathima Shanaz, Roshan G. Ragel:
    Wikidata based Location Entity Linking. 307-312
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    Hernan M. Palombo, Egor Dolzhenko, Jay Ligatti, Hao Zheng:
    Stream-Monitoring Automata. 313-320
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    Uwe Brunner, Christoph Hechtl, Vitaliy Mezhuyev:
    Development of a Parameterizable Process-Oriented Model for Freight Cost Estimation. 321-325

Information and Data Security

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    Jing Huey Khor, Mansur Aliyu Masama, Michail Sidorov, WeiChung Leong, JiaJun Lim:
    An Improved Gas Efficient Library for Securing IoT Smart Contracts Against Arithmetic Vulnerabilities. 326-330
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    Danielle Ferguson, Yan Albright, Daniel Lomsak, Tyler Hanks, Kevin Orr, Jay Ligatti:
    PoCo: A Language for Specifying Obligation-Based Policy Compositions. 331-338
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    Shumaila Qamar, Wasi Haider Butt, Muhammad Waseem Anwar, Farooque Azam, Muhammad Qasim Khan:
    A Comprehensive Investigation of Universal Verification Methodology (UVM) Standard for Design Verification. 339-343
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    Kuo Zuo, Ning Li, Yingai Tian, Xia Hou:
    Design of An Automated Testing Tool for Typesetting of Reflowable Documents. 344-350
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    Ahmed Iqbal Pritom, Mehrab Zaman Chowdhury, Joy Protim, Shanto Roy, Md. Rashedur Rahman, Sadia Mehnaz Promi:
    Combining Movement Model with Finger-Stroke Level Model Towards Designing a Security Enhancing Mobile Friendly CAPTCHA. 351-356
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    Koji Ishii, Shin-ya Nishizaki:
    Static Code Analysis Using Refinement Types based on Design by Contract. 357-363
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    Aman Kumar Singh, Raj K. Jaiswal:
    DDoSify: Server Workload Migration During DDOS Attack In NFV. 364-369

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