Concepedia

Matthew Nokleby

MN

21

Publications

713

Citations

16

H-Index

2007

Active since

Affiliations

Wayne State University(Current)

Rice University

Duke University

University of Oulu

Rutgers, The State University of New Jersey

Matthew Nokleby is an author at Wayne State University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningSignal ProcessingDeep LearningComputer EngineeringBusinessGame TheoryEdge Computing

Publications per year

2007–2020

21

Publications

21

Learning Deep Networks from Noisy Labels with Dropout Regularization

Ishan Jindal, Matthew Nokleby, Xuewen Chen · 2016 · 186 citations

Natural Language Processing, Few-shot Learning, Data Augmentation +11

A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip

Ishan Jindal, Tony Tony, Qin Qin et al. · arXiv (Cornell University) · 2017 · 62 citations · Full text

Taxi Trip, Transport Network Analysis, Engineering +17

User Cooperation for Energy-Efficient Cellular Communications

Matthew Nokleby, Behnaam Aazhang · 2010 · 51 citations

Pareto Boundary, Mechanism Design, Engineering +13

Improving short-term electricity price forecasting using day-ahead LMP with ARIMA models

Zhongyang Zhao, Caisheng Wang, Matthew Nokleby et al. · 2017 · 50 citations · Full text

Forecasting Methodology, Engineering, Arima Models +17

Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining

Ishan Jindal, Zhiwei Qin, Xuewen Chen et al. · 2018 · 50 citations

Intelligent Traffic Management, Engineering, Machine Learning +12

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