2021 Annual Meeting

Session: Interactive Session: Data and Information Systems

Chair

Severson, K., IBM Research

Presentations

03:30 PM

(345v) Reinforcement Learning of Optimization Strategy and Horizon Length Selection in Online Vehicle Routing
Ikonen, T., Heljanko, K., Harjunkoski, I.
(345p) Machine Learning Assisted Prediction Modelling for Pressure Vessel Design and Stress Analysis.
Faro, A., Salam, K., Jeremiah, D., Adebayo, A., Adekanmi, O.
(345c) Data-Driven Dynamic Optimization Using Continuous-Time Surrogate Models
Beykal, B., Diangelakis, N. A., Pistikopoulos, E.
(345e) Prediction of Nitrous Oxide Concentration in Wastewater Treatment Plants: Application and Benchmarking of Deep-Learning Models
Sin, G., Aouichaoui, A., Larsen, S. B., Andersen, M. H.
(345f) Feature Extraction for Process Monitoring with Nonstationary Measurements Based on Principal Component Analysis and Mutual Information
Ji, C., Sun, W., Wang, J., Ma, F., Lu, Z., Zhu, X.
(345g) A Modified Bayesian Network to Handle Cyclic Causal Network in Root Cause Diagnosis of Rare Events
Wang, Q., Kumari, P., Kwon, J.
(345q) Classification of Cardiomyocyte Content Differentiated from Human Induced Pluripotent Stem Cells
Mohammadi, S., Finklea, F., Hashemi, M., Williams, B., Lipke, E., Cremaschi, S.
(345k) A Functional Safety System That Prescribes Optimal Time-Varying Proactive Actions
Soroush, M., Samandari Masooleh, L., Oktem, U., Seider, W., Arbogast, J. E.
(345w) Machine Biology for Infectious Diseases
de la Fuente-Nunez, C.
(345r) An Efficient Reinforcement Algorithm Approach to Stochastic Optimal Control with Application to Biodiesel Production.
Kannan, S., Diwekar, U.
(345s) An Integrated Machine Learning and Optimization Approach for Octane Optimization
Turkay, M., Serfidan, A. C.
(345i) A Comparative Analysis on Interpretability of Explainable AI (XAI) for Neural Network Based Fault Detection Methods
Sohn, S., Lee, J. H.
(345u) A Machine Learning Approach for the Design of a Soft Sensor in an Oil Refinery's Distillation Column
Torres, A. I., Ferreira, J., Pedemonte, M.
(345a) AI Speaker-Based Information Management and Multilingual Knowledge Service on Chemical Material Safety
Lee, H., Yoo, S., Shin, D., Kim, M.
(345o) Data-Driven and Knowledge Hybrid Real-Time Decision Making for Exposed Chemical Hazard Based on Knowledge Graph Inference Expanded By Deep Learning
Yoo, S., Shin, D., Lee, H., Yoon, E. S.
(345m) Fitting of Failure Models with Bathtub-Shaped Failure Rate to Data Using Optimization Algorithms
Ikonen, T., Corona, F., Harjunkoski, I.