Marzieh Khakifirooz
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About
Marzieh Khakifirooz has a Ph.D. in Industrial Engineering and Engineering Management and an M.S. degree in Industrial Statistics from the National Tsing Hua University (NTHU), Hsinchu, Taiwan. Currently, she is an assistant professor at the Department of Industrial Engineering, Tecnológico de Monterrey, Mexico. She has outstanding practical experience from her various global consultancies for high-tech industries. Her research interests include the application of optimization in smart manufacturing, Industry 4.0, decision making, and machine teaching. She is an active member of System Dynamic Society, Institute of Electrical and Electronics Engineers (IEEE), and Institute of Industrial and Systems Engineers (IISE).
Skills & Expertise
Statistics
Data Analytics
Human-Algorithm Interaction
Reliability Statistics
Social Sustainability of Supply Chain
Research Interests
Statistical Inferences
Optimization
Human-AI interaction
AI for social goods
Advanced manufacturing
Connect With Me
Experience
Assistant Professor
- Monterrey, Nuevo León, Mexico
Visiting Professor
Postdoctoral Researcher
Lecturer
Quality Engineer Consultant
Big Data Analyzer (Summer Intern)
Research Assistant
- research title: Impressive Degradation Approach with Eliminate the Historical Data
Education
National Tsing Hua University (NTHU)
National Tsing Hua University (NTHU)
Projects
Implementing the healthy dashboard for monitoring semiconductor manufacturing system
joint work between: Micron Technology Inc. & NTHU
Estimate the Cronbach's Alpha for Novel Questionnaire to Investigate the Spiritual Situation of the Ege
Signal & Sensor Data Analysis for implementation of Industry 4.0, Image processing for quality improvement
Joint work between: AUO cooperation & NTHU
Decision Making under uncertainty for Multi-agent system
Joint work between Decision analysis laboratory at NTHU & Robotic Laboratory at University of Liverpool (UoL)
Big data analysis for Semiconductor Manufacturing for Yield Enhancement,
Joint work between: Taiwan Semiconductor Manufacturing (TSMC) & NTHU
design and development of Smart Leveling Machine
Joint work between: Industrial Technology Research Institute (ITRI) & NTHU
Design Science of an Awareness System for Social Media Grooming
Conferences & Seminars (1)
A system dynamic model for implementation of industry 4.0
No descriptions
Certificates & Licenses (1)
edX Honor Code Certificate for Data Science and Machine Learning Essentials
Awards & Achievements (1)
🏆 Best Paper Award
Description
Thesis Guided (2)
Mis-specification Analysis of Generalize Gamma Distribution under the ALT Censored Data
Institution: National Tsing Hua University (NTHU)
Reliability Assessment of human decision making
Institution:
Professional Memberships (3)
Institute of Industrial and Systems Engineers (IISE)
Country: United States
Country: Mexico
Invited Position (1)
Fellow Member
Publications (53)
The impact of emerging operations and marketing management trends on retail goods returns is significant. While customers are experiencing increasingly lenient return and purchase procedures, retailer...
Scheduling under nonrenewable resources is one of the challenging issues in project scheduling problems. There are many cases where the projects are subject to some nonrenewable resources. In most of...
Traditional defect classification of TFT-LCD array processing leaned on human decision-maker in which visual inspection used to categorize defects and consequently identify the rout-causes of defects....
Purpose-This study aims to explore the forthcoming trend of MS industry by examining its business model canvas and describing the business functions and role of the players in this industry. Design/me...
In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. The large scale optimization methods are r...
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