Concepedia

Melis Onel

MO

Statistics

Publications

14

Citations

462

H-Index

13

Active since

2016

Affiliations

Texas A&M University(Current)

Princeton University

Georgia Institute of Technology

North Carolina State University

Melis Onel is an author at Texas A&M University specializing in machine learning, support vector machines, and fault diagnosis.

Publications per year

2016–2020

14

Publications

14

A nonlinear support vector machine‐based feature selection approach for fault detection and diagnosis: Application to the Tennessee Eastman process

Melis Onel, Chris A. Kieslich, Efstratios N. Pistikopoulos · AIChE Journal · 2018 · 93 citations · Full text

Computing, Computer Science, Industrial Engineering +17

Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection

Melis Onel, Chris A. Kieslich, Yannis A. Guzman et al. · Computers & Chemical Engineering · 2018 · 91 citations · Full text

Computing, Chemical Engineering, Systems Engineering +16

DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems

Burcu Beykal, Styliani Avraamidou, Ioannis P.E. Pistikopoulos et al. · Journal of Global Optimization · 2020 · 41 citations · Full text

Natural Sciences, Computer Science, Algorithms +12

A data‐driven optimization algorithm for differential algebraic equations with numerical infeasibilities

Burcu Beykal, Melis Onel, Onur Onel et al. · AIChE Journal · 2020 · 32 citations · Full text

Computing, Chemical Engineering, Computer Science +17

Data-Driven Prescriptive Maintenance: Failure Prediction Using Ensemble Support Vector Classification for Optimal Process and Maintenance Scheduling

Christopher Ampofo Kwadwo Gordon, Baris Burnak, Melis Onel et al. · Industrial & Engineering Chemistry Research · 2020 · 29 citations

Engineering, Industrial Engineering, Systems Engineering +17

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