International Society of Science and Applied Technologies |
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Conference Program
All times are local Miami, Florida, USA
A program booklet will be provided at the conference.
Conference Agenda | ||||||||||||||||||||||||||||||||||||||||
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Technical Sessions | ||||||||||||||||||||||||||||||||||||||||
Thursday, August 8, 8:45 – 10:30 SESSION 1: Software Reliability & Security Modeling & Applications In honor of the late Professor Panlop Zeephongskul & the late Mrs. Marie Zeephongskul Chair: Prof. Lance Fiondella (University of Massachusetts Dartmouth, USA)
Speakers: Ms. Priscila Silva, Prof. Lance Fiondella An ARIMA-Based Windowing Model for Software Reliability Priscila Silva (University of Massachusetts Dartmouth, USA) Mini Kusum Paudel (University of Massachusetts Dartmouth, USA) Vidhyashree Nagaraju (University of Massachusetts Dartmouth, USA) Lance Fiondella (University of Massachusetts Dartmouth, USA)
Speaker: Dr. Saikath Bhattacharya Secured Release through an Agile Security Growth Framework Saikath Bhattacharya (Milwaukee School of Engineering, USA) Laurie Williams (North Carolina State University, USA) Munindar P. Singh (North Carolina State University, USA)
Speakers: Ms. Fateme Salboukh, Prof. Lance Fiondella, Ms. Mindy Hotchkiss Enhancing Multiple Regression-based Resilience Model Prediction with Transfer Function Fatemeh Salboukh (University of Massachusetts Dartmouth, USA) Priscila Silva (University of Massachusetts Dartmouth, USA) Mindy Hotchkiss (Aerojet Rocketdyne, USA) Lance Fiondella (University of Massachusetts Dartmouth, USA)
Speaker: Prof. Jamilson Ramalho Dantas Availability Modeling for Blockchain Provisioning in Private Clouds Jamilson Dantas (Universidade Federal de Pernambuco, Brazil) Priscila Silva (University of Massachusetts Dartmouth, USA) Lance Fiondella (University of Massachusetts Dartmouth, USA) Carlos Melo (Universidade Federal do Piaui, Brazil) Paulo Maciel (Universidade Federal de Pernambuco, Brazil)
Thursday, August 8, 10:45 – 12:00 SESSION 2: System Reliability and Optimization Chair: Prof. Satoshi Mizutani (Aichi Institute of Technology, Japan)
Speaker: Dr. Hiroyuki Ichihara Optimal Reservation Frame Allocation by Queueing Simulation for a Complete Reservation System Hiroyuki Ichihara (Chubu University, Japan)
Speaker: Prof. Tobias Leopold Reliability Demonstration Testing of Redundant Systems Tobias Leopold (University of Applied Sciences, Germany)
Speaker: Prof. Satoshi Mizutani Reliability Analysis of New Parallel Systems with x Units Toshio Nakagawa (Aichi Institute of Technology, Japan) Satoshi Mizutani (Aichi Institute of Technology, Japan)
Thursday, August 8, 13:00 – 14:15 SESSION 3: Data-Driven Modeling & Predictive Analytics Chair: Dr. Kazuhira Okumoto (Sakura Software Solutions LLC, USA)
Speakers: Prof. Valentina Kuskova, Prof. Dmitry Zaytsev Data Sampling Intervals in Energy Research: An Exploration Valentina Kuskova (University of Notre Dame, USA) Dmitry Zaytsev (University of Notre Dame, USA)
Speakers: Dr. Andrei Shcheprov, Dr. Brady McMicken Post-COVID Recovery and Predictive Analytics: Technical Challenges Brady McMicken (VSP Vision, USA) Mike Sturdevant (VSP Vision, USA) Andrei Shcheprov (VSP Vision, USA) Alan Cordell (VSP Vision, USA)
Speaker: Dr. Kazuhira Okumoto Design, Evaluation and Implementation of Algorithms for Predicting Software Defects and Failures During the Operational Phase Kazuhira Okumoto (Sakura Software Solutions, LLC, USA)
Thursday, August 8, 14:30 – 15:45 SESSION 4: Reliability and Risk Assessment & Its Applications Chair: Prof. Riccardo Manzini (Bologna University, Italy)
Speaker: Prof. Silvia Carpitella Risk Assessment Framework for Autonomous Ship Navigation Systems Silvia Carpitella (California State University, Northridge, USA) Antonella Certa (University of Palermo, Italy) Cinzia Muriana (National Sustainable Mobility Center, Italy)
Speaker: Dr. Fengbin Sun Global Equivalent S-N Curve Exponent for a Vibrating System with Nonhomogeneous Materials Fengbin Sun (Tesla Inc., USA) Yuvraj Naikavde (Tesla Inc., USA)
Speaker: Prof. Riccardo Manzini A Visual Dashboard for Spare Parts Control in Manufacturing Industry Riccardo Manzini (Bologna University, Italy) Riccardo Accorsi (Bologna University, Italy) Giorgia Bartolotti (Bologna University, Italy) Emilio Ferrari (Bologna University, Italy) Michele Ronzoni (Bologna University, Italy) Gabriele Sirri (Bologna University, Italy)
Thursday, August 8, 15:45 – 17:00 SESSION 5: Maintenance Modeling & Optimization Chair: Dr. Nobuyuki Tamura (Hosei University, Japan)
Speaker: Prof. Mitsuhiro Imaizumi Optimal Monitoring Policy for a Server System with Multiple Types of Attacks Mitsuhiro Imaizumi (Aichi Gakusen University, Japan) Mitsutaka Kimura (Aichi University, Japan)
Speaker: Prof. Satoshi Mizutani Optimal Maintenance Policy for Delays in the Next Operation Satoshi Mizutani (Aichi Institute of Technology, Japan) Toshio Nakagawa (Aichi Institute of Technology, Japan)
Speaker: Dr. Nobuyuki Tamura Post-Warranty Block Replacement Policy with Minimal Repair for Continuously Monitored Products Within a Warranty Period Nobuyuki Tamura (Hosei University, Japan)
Thursday, August 8, 19:00 – 20:30 (Virtual) SESSION 6: Probabilistic Modeling of Complex Systems and Applications Chair: Prof. Shinji Inoue (Kansai University, Japan)
Speaker: Prof. Gordon Savage A Moving Least Squares Methodology for Dynamic Systems with Parameter and Excitation Inputs Gordon J. Savage (University of Waterloo, Canada) Young Kap Son (Andong National University, South Korea)
Speaker: Prof. Tzong-Ru Tsai Zero-Inflated Binary Lasso and Ridge Regression Models with Imbalanced Data Tzong-Ru Tsai (Tamkang University, Taiwan) Hsien-Ching Chen (Tamkang University, Taiwan) Yuhlong Lio (University of South Dakota, USA)
Speaker: Dr. Ruijin Zhang Study on Multi-Crack Growth Rate Based on Elastic-Plastic Mechanics Ruijin Zhang (Northeastern University, China) Lei Wang (Northeastern University, China) Youzhi Pei (Northeastern University, China) Binbin Hu (Northeastern University, China)
Speaker: Prof. Shinji Inoue Safety-Constrained Optimal Proof-Testing Interval for E/E/PE Safety-Related Systems Shinji Inoue (Kansai University, Japan) Takaji Fujiwara (SRATECH Laboratory Inc., Japan) Shigeru Yamada (Tottori University, Japan)
Thursday, August 8, 20:30 – 22:00 (Virtual) SESSION 7: Reliability and Maintenance Modeling and Optimization & Its Applications Chair: Prof. Xufeng Zhao (Nanjing University of Aeronautics and Astronautics, China)
Speaker: Dr. Jiajia Cai Optimal Replacement Policies with the Repair Number and the Mission Duration Jiajia Cai (Yangzhou University, China) Butong Li (Nanjing University of Aeronautics and Astronautics, China) Xufeng Zhao (Nanjing University of Aeronautics and Astronautics, China)
Speaker: Prof. Yi-Feng Niu Performance Evaluation of a Multistate Flow Network Considering Required Capacity Level and Limited Maintenance Cost Run-Hui Zhou (Chongqing University of Posts and Telecommunications, China) Yi-Feng Niu (Chongqing University of Posts and Telecommunications, China) Xiu-Zhen Xu (Chongqing University of Posts and Telecommunications, China)
Speaker: Dr. Junyuan Wang Optimization Problems for a k-out-of-n System with Deviation Cost Junyuan Wang (China Jiliang University, China) Xufeng Zhao (Nanjing University of Aeronautics and Astronautics, China)
Speaker: Prof. Xufeng Zhao Predictive Maintenance Decisions Based on System Remaining Useful Life Prediction and Three Inspection Strategies Xufeng Zhao (Nanjing University of Aeronautics and Astronautics, China) Lubing Wang (Nanjing University of Aeronautics and Astronautics, China) Mingchih Chen (Fu Jen Catholic University, Taiwan) Yu Yang (Suzhou AstroDrive Technology Co., Ltd., China)
Friday, August 9, 8:45 – 10:15 SESSION 8: Quality Inspection Mechanisms & Optimization Chair: Prof. Kuen-Suan Chen (National Chin-Yi University of Technology, Taiwan)
Speaker: Prof. Amy Lee Assembly Line Balancing Problem with Multi-Hierarchical Worker Assignment for New Product Planning Amy H. I. Lee (Chung Hua University, Taiwan) He-Yau Kang (National Chin-Yi University of Technology, Taiwan) Chih-Ning Hu (National Chin-Yi University of Technology, Taiwan)
Speaker: Prof. Kuen-Suan Chen Establishing a Quality Decision-Making Model Through Asymptotic Distribution of Taguchi Index Estimator Kuen-Suan Chen (National Chin-Yi University of Technology, Taiwan) Gu-Hong Lin (National Kaohsiung University of Science and Technology, Taiwan) Chun-Min Yu (National Chin-Yi University of Technology, Taiwan)
Speaker: Prof. Ching-Hsin Wang Decarbonization of Remanufactured Products in the Circular Supply Chain: Practical Strategies for the Rubber Recycling Industry Ching-Hsin Wang (National Chin-Yi University of Technology, Taiwan) Chih-Han Chen (National Chung Hsing University, Taiwan) Hsi-Huang Hsieh (National Changhua University of Education, Taiwan)
Speaker: Prof. Kuen-Suan Chen Fuzzy Model of Failure Evaluation for Printed Circuit Board Products Kuen-Suan Chen (National Chin-Yi University of Technology, Taiwan) Chun-Min Yu (National Chin-Yi University of Technology, Taiwan)
Friday, August 9, 10:30 – 12:00 SESSION 9: Machine Learning & Feature Selection & Big Data Modeling Chair: Prof. Taghi Khoshgoftaar (Florida Atlantic University, USA)
Speaker: Dr. Huanjing Wang Selecting Features for Detecting Credit Card Fraud Using SHAP Values Huanjing Wang (Western Kentucky University, USA) Taghi M. Khoshgoftaar (Florida Atlantic University, USA) Qianxin Liang (Florida Atlantic University, USA)
Speaker: Prof. Taghi Khoshgoftaar One-Class Classification: Advances, Applications, and Comparisons Azadeh A. Zadeh (Florida Atlantic University, USA) Joffrey L. Leevy (Florida Atlantic University, USA) Taghi M. Khoshgoftaar (Florida Atlantic University, USA) Naeem Seliya (University of Wisconsin-Eau Claire, USA)
Speakers: Prof. Kehan Gao, Prof. Sarah Tasneem Exploring Convolutional Neural Networks for NASA Mars Image Data Kehan Gao (Eastern Connecticut State University, USA) Sarah Tasneem (Eastern Connecticut State University, USA) Taghi M. Khoshgoftaar (Florida Atlantic University, USA)
Speaker: Prof. Taghi Khoshgoftaar Analyzing Generated Labels for Cognition Datasets Robert K.L. Kennedy (Florida Atlantic University, USA) Taghi M. Khoshgoftaar (Florida Atlantic University, USA)
Friday, August 9, 13:00 – 14:30 SESSION 10: Network Reliability and Optimization & Machine Learning Models Chair: Prof. Cheng-Fu Huang (Feng Chia University, Taiwan)
Speaker: Prof. Shih-Wen Liu An Improved Two-Stage Partial Inspection Strategy for Lot Determination Based on Process Yield Shih-Wen Liu (National Chin-Yi University of Technology, Taiwan) Chien-Wei Wu (National Tsing Hua University, Taiwan)
Speakers: Prof. Ding-Hsiang Huang, Prof. Yi-Kuei Lin System Reliability Prediction Via Long Short-Term Memory for Manufacturing System Cheng-Hao Huang (National Yang Ming Chiao Tung University, Taiwan) Ding-Hsiang Huang (Tunghai University, Taiwan) Yi-Kuei Lin (National Yang Ming Chiao Tung University, Taiwan)
Speaker: Prof. Yi-Kuei Lin Assessing Supply Chain Resilience with Supplier Influence Via Network Reliability Kuan-Yu Lin (National Yang Ming Chiao Tung University, Taiwan) Yi-Kuei Lin (National Yang Ming Chiao Tung University, Taiwan)
Speakers: Prof. Cheng-Fu Huang, Prof. Ping-Chen Chang Reliability of a Multi-State Electric Power Network with Loss Rate Consideration Cheng-Fu Huang (Feng Chia University, Taiwan) Ping-Chen Chang (National Taipei University of Technology, Taiwan)
Friday, August 9, 14:45 – 16:15 SESSION 11: Machine Learning & Reliability Models and Its Applications Chair: Prof. Mengmeng Zhu (North Carolina State University, USA)
Speaker: Prof. Silvia Carpitella Programming Inventory Management Procedures for a Manufacturing Company in the Pharmaceutical Sector Abhishek Tiwari (California State University, Northridge, USA) Silvia Carpitella (California State University, Northridge, USA)
Speaker: Mr. Jiafeng Wang Intelligent Medical Resource Allocation Strategy for Overloaded Hospitals in Emergency Situations, Considering Reliability and Cost Jiafeng Wang (Zhengzhou University, China) Tianmeng Zhu (Columbia University, USA) Yu Wang (Zhengzhou University, China) Yunkai Zhai (Zhengzhou University, China) Hongyan Dui (Zhengzhou University, China)
Speaker: Ms. Yu-Chi Li Optimization of CNN Parameters for Brain Cancer Data Classification Yu-Chi Li (National Tsing Hua University, Taiwan) Chien-Wei Wu (National Tsing Hua University, Taiwan)
Speaker: Prof. Mengmeng Zhu Function Based Damage Resistance Modeling for Multi-Phase CPS System Reliability Huizhong Lin (North Carolina State University, USA) Mengmeng Zhu (North Carolina State University, USA)
Friday, August 9, 19:00 – 20:30 (Virtual) SESSION 12: Reliability and Maintenance Assessment & Inspection Policies Chair: Prof. Yoshinobu Tamura (Yamaguchi University, Japan)
Speaker: Dr. Hironobu Sone A Study of Appropriate Learning Period for Maintenance Effort Prediction in Open Source Project Hironobu Sone (IBM Japan, Ltd., Japan) Yoshinobu Tamura (Yamaguchi University, Japan) Shigeru Yamada (Tottori University, Japan)
Speaker: Dr. Kenichiro Naruse Optimal Backup Times for a Computer System in Information Security Kenichiro Naruse (Josai International University, Japan) Toshio Nakagawa (Aichi Institute of Technology, Japan)
Speaker: Prof. Takahito Araki Inspection Policies for Social Integration Including the Acceptance of Refugees Takahito Araki (Hiroshima University, Japan) Mitsutaka Kimura (Aichi University, Japan) Toshio Nakagawa (Aichi Institute of Technology, Japan)
Speaker: Prof. Yoshinobu Tamura OSS Reliability Assessment Method Based on Deep Learning and Two Dimensional Noisy Processes Yoshinobu Tamura (Yamaguchi University, Japan) Shoichiro Miyamoto (Yamaguchi University, Japan) Lei Zhou (Yamaguchi University, Japan) Shigeru Yamada (Tottori University, Japan)
Friday, August 9, 20:30 – 22:00 (Virutal) SESSION 13: Reliability and Risk Prediction Chair: Prof. Xufeng Zhao (Nanjing University of Aeronautics and Astronautics, China)
Speaker: Prof. Ying Bai Risk Evaluation of Subway Construction Collapse Accidents Based on FTA-Bayesian Network Ziyi Zhao (Beijing Information Science & Technology University, China) Ying Bai (Beijing Information Science & Technology University, China) Kaiye Gao (Beijing Forestry University, China)
Speaker: Dr. Yu Zhou Degradation Change-Point Detection Based on BEAST Time Series Decomposition Yu Zhou (Inner Mongolia University, China) Shen-yan Liu (Inner Mongolia University, China)
Speaker: Prof. Ying Bai Prediction of Quality Risk in the Production Process of Chinese Herbal Medicine Pieces Based on Optimized BP Neural Network Liming Lou (Beijing Information Science & Technology University, China) Ying Bai (Beijing Information Science & Technology University, China) Kaiye Gao (Beijing Forestry University, China)
Speaker: Prof. Xufeng Zhao Periodic and Random Differential Backup Policies in Reliability Theory Xufeng Zhao (Nanjing University of Aeronautics and Astronautics, China) Kun Wang (Jiangsu Electronic Information Product Quality Supervision and Inspection Institute, China) Wendi Pang (Jiangsu Administration for Market Regulation, China) Jiajia Cai (Yangzhou University, China)
Saturday, August 10, 8:00 – 9:45 (Virtual) SESSION 14: System Reliability and Modeling & Applications Chair: Prof. Junji Koyanagi (Shunan University, Japan)
Speaker: Mr. Shoichiro Miyamoto Software Reliability Growth Model Considering Package Manager Behavior Shoichiro Miyamoto (Yamaguchi University, Japan) Lei Zhou (Yamaguchi University, Japan) Yoshinobu Tamura (Yamaguchi University, Japan) Shigeru Yamada (Tottori University, Japan)
Speakers: Mr. Naoki Tamada, Prof. Masashi Kuwano Predictions of Disease Onsets Using Medical Big Data Naoki Tamada (Tottori University, Japan) Masashi Kuwano (Tottori University, Japan) Yuka Minamino (Tottori University, Japan) Sota Hamaya (Tottori University, Japan)
Speakers: Mr. Kazuki Maehara, Dr. Yuka Minamino, Prof. Masashi Kuwano Queuing Simulation on the Fault Correction of Electronic Products Kazuki Maehara (Tottori University, Japan) Yuka Minamino (Tottori University, Japan) Masashi Kuwano (Tottori University, Japan)
Speaker: Dr. Lei Zhou A Note on the Improvement of the Reliability Evaluation of Linear Consecutive-k-out-of-n: G Systems Under the Inspection Lei Zhou (Yamaguchi University, Japan) Shoichiro Miyamoto (Yamaguchi University, Japan) Yoshimobu Tamura (Yamaguchi University, Japan) Hisashi Yamamoto (Tokyo Metropolitan University, Japan)
Speaker: Prof. Junji Koyanagi A Circle Method Approach for the Optimal Schedule of League Match with Strong Teams Junji Koyanagi (Shunan University, Japan) Yuusuke Makita (Itoham Foods Inc., Japan)
Saturday, August 10, 9:45 – 11:15 (Virtual) SESSION 15: Software Quality & Probabilistic Modeling and Prediction Chair: Prof. Florin Popentiu-Vladicescu (University Politehnica of Bucharest, Romania)
Speaker: Prof. Kwang Yoon Song A Study on the Prediction of Software Faults Using RNN and LSTM Kwang Yoon Song (Chosun University, South Korea) Youn Su Kim (Chosun University, South Korea) In Hong Chang (Chosun University, South Korea)
Speaker: Dr. Wenxue Qian Probabilistic Model-based Motion Accuracy Analysis of RVABI Yanze Wang (Northeastern University, China) Zihan Tian (Northeastern University, China) Xiaowei Yin (Shenyang Institute of Engineering, China) Lei Wang (Northeastern University, China) Wenxue Qian (Northeastern University, China)
Speaker: Prof. Mose Gallo A Stepped Approach to Support Preassembly Tasks Assignment in Bus Production Mosè Gallo (University of Napoli Federico II, Italy) Giuseppe Converso (University of Napoli Federico II, Italy) Liberatina Carmela Santillo (University of Napoli Federico II, Italy)
Speaker: Prof. Florin Popentiu-Vladicescu Improving Software Quality by AIOps Under TQM Principles Grigore Albeanu (”Spiru Haret” University, Romania) Florin Popențiu-Vlădicescu (National University of Science and Technology “Politehnica” of Bucharest, Romania) Henrik Madsen (Danish Technical University, Denmark)
Saturday, August 10, 11:15 – 12:45 (Virtual) SESSION 16: Reliability & Safety Analysis & Deep Learning Models Chair: Dr. Di Zhou (Wenzhou University, China)
Speaker: Mr. Jingtao Wu Safety Analysis Case of High Power Nonlinear Electrical Load System Based on STPA Jingtao Wu (Flight Test Center of Commercial Aircraft Corporation of China, China) Shuli Gong (Nanjing University of Aeronautics and Astronautics, China) Kuangming Pan (Nanjing University of Aeronautics and Astronautics, China) Wenchen Li (Nanjing University of Aeronautics and Astronautics, China) Hongjuan Ge (Nanjing University of Aeronautics and Astronautics, China)
Speaker: Mr. Runyu Zhang Reliability Modeling and Maintenance Cycle Optimization of Electric Multiple Unit Incorporating Component Coupling Competitive Failure Principle Runyu Zhang (Beihang University, China) Yujie Liu (Beihang University, China) Xiaobing Ma (Beihang University, China) Li Yang (Beihang University, China) Huasheng Wang (China Academy of Railway Sciences Corporation Limited, China) Qinglong Zhu (China Academy of Railway Sciences Corporation Limited, China)
Speaker: Ms. Yuhan Ma Mission Reliability Analysis and Optimal Stopping Planning Oriented to Shockinduced-Degrading Process Under Heterogeneity Yuhan Ma (Beihang University, China) Fanping Wei (Beihang University, China) Xiaobing Ma (Beihang University, China) Rui Peng (Beijing University of Technology, China) Li Yang (Beihang University, China)
Speaker: Dr. Di Zhou Deep Learning-based Solar Panel Defect Detection and Localization Using Electroluminescent Images Di Zhou (Wenzhou University, China) Chuqi Yang (Wenzhou University, China) Xuan Zhang (Ruili Air Pressure Equipment, China) Jianmin Sun (Ruili Air Pressure Equipment, China) Xiao Zhuang (Wenzhou University, China)
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