Concepedia

Sherif Ishak

SI

35

Publications

1.6K

Citations

22

H-Index

1996

Active since

Affiliations

Louisiana State University(Current)

Old Dominion University

University of Central Florida

Booz Allen Hamilton (United States)

University of Alabama in Huntsville

Sherif Ishak is an author at Louisiana State University specializing in engineering, systems engineering, and transportation engineering.

Top concepts

EngineeringSystems EngineeringTransportation EngineeringData ScienceComputer ScienceTraffic EngineeringPredictive AnalyticsMachine LearningCivil EngineeringSafety Science

Publications per year

1996–2020

35

Publications

35

A Hidden Markov Model for short term prediction of traffic conditions on freeways

Yan Qi, Sherif Ishak · Transportation Research Part C Emerging Technologies · 2014 · 221 citations

Traffic Theory, Engineering, Machine Learning +11

Performance Evaluation of Short-Term Time-Series Traffic Prediction Model

Sherif Ishak, Haitham Al-Deek · Journal of Transportation Engineering · 2002 · 183 citations

Traffic Information, Traffic Theory, Engineering +15

Optimizing Traffic Prediction Performance of Neural Networks under Various Topological, Input, and Traffic Condition Settings

Sherif Ishak, Ciprian Alecsandru · Journal of Transportation Engineering · 2004 · 112 citations

Traffic Theory, Engineering, Machine Learning +17

Optimization of Dynamic Neural Network Performance for Short-Term Traffic Prediction

Sherif Ishak, Prashanth Kotha, Ciprian Alecsandru · Transportation Research Record Journal of the Transportation Research Board · 2003 · 110 citations

Internet Traffic Analysis, Engineering, Machine Learning +20

A hierarchical machine learning classification approach for secondary task identification from observed driving behavior data

Osama A. Osman, Mustafa Hajij, Sogand Karbalaieali et al. · Accident Analysis & Prevention · 2018 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +11

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