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ECE657A
0:09:28
JOB-SHOP SCHEDULING AT THE THERMOS VIRAL INDUSTRY TO IMPROVE THE MANAGEMENT EFFICIENCY
0:52:47
Praneet Dutta Seminar: Industrial Task Suite and developing Industrial Simulations for RL Research
0:13:11
Profit-based Units Scheduling of a GENCO in Pool Market using Deep Reinforcement Learning
0:48:23
Overview - Feature Selection, Extraction and Representation Learning
0:43:13
Multidimensional Scaling (MDS) and Isomap (optional)
0:15:02
Integration of the A2C Algorithm for Production Scheduling in Two-Stage Hybrid Flow Shop Environment
0:48:13
Ensemble Methods
0:35:32
Independent Component Analysis (ICA) Using Singular Value Decomposition (optional)
0:05:32
Lect 12B - 1 - Admin and Announcements
0:35:20
Clustering Evaluation Measures
1:17:24
Interview with ECE Advocate, Greg Uba
0:53:56
Fisher Discriminant Analysis (FDA) and Linear Discriminant Analysis (LDA)
0:25:32
Performance Evaluation - The Confusion Matrix
0:31:24
Lect 9A-1 - Admin and Asg 3
0:21:39
Week 7 - Announcements, Questions about Assignment 2
0:19:37
Bag-of-Tasks Scheduling on Related Machines
0:41:32
What is Data? Data Preprocessing, Cleaning and Normalization
0:38:27
Locally Linear Embedding (LLE) (optional)
0:18:17
Measuring Similarity of Data
0:27:35
Measuring Similarity of Data - Distance Metrics
1:12:37
【2019】Scheduling Benefit-generating Jobs to Capacitated Machines with a Consideration of Fairness
0:40:37
Streaming Ensembles Continued - Hoeffding Trees and Mondrian Forests (optional)
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