Peter Nelson | Academic Influence

Peter Nelson 's AcademicInfluence.com Rankings

Peter Nelson

Computer Science

#2083

World Rank

#2165

Historical Rank

#962

USA Rank

Artificial Intelligence

#227

World Rank

#232

Historical Rank

#100

USA Rank

Database

#9551

World Rank

#10074

Historical Rank

#1360

USA Rank

computer-science Degrees

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Computer Science

Peter Nelson 's Degrees

PhD Computer Science Stanford University

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Why Is Peter Nelson Influential?

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According to Wikipedia, Peter C. Nelson is an American Artificial Intelligence researcher and Computer Science professor at the University of Illinois at Chicago, and as of 2008 he has been the Dean of the College of Engineering. Prior to assuming his deanship, he was head of the UIC Department of Computer Science. He received his B.A. in Computer Science and Mathematics from North Park University in 1984, and subsequently completed both his M.S. in Computer Science from in 1986 and his Ph.D. in Computer Science in 1988 from Northwestern University.

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Peter Nelson 's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Evolving accurate and compact classification rules with gene expression programming (2003) (232)
An automated GPS-based prompted recall survey with learning algorithms (2009) (132)
Predicting Mood Disturbance Severity with Mobile Phone Keystroke Metadata: A BiAffect Digital Phenotyping Study (2018) (131)
Cluster-Based Framework in Vehicular Ad-Hoc Networks (2005) (92)
Application of fuzzy logic and neural networks for dynamic travel time estimation (1999) (85)
Real-Time Street Parking Availability Estimation (2013) (76)
Perimeter Search (1994) (68)
Reliable route guidance: A case study from Chicago (2012) (67)
Prefix Gene Expression Programming (2005) (61)
Optimization of high-speed multistation SMT placement machines using evolutionary algorithms (1999) (55)
Urban Travel Route and Activity Choice Survey (2010) (48)
Theoretical analysis of a directional stability-based clustering algorithm for vanets (2008) (41)
A Predicate-Transition Net Model for Multiple Agent Planning (1991) (38)
Optimization of high-mix printed circuit card assembly using genetic algorithms (1997) (37)
Bayesian network hybrid learning using an elite-guided genetic algorithm (2019) (34)
Using Gene Expression Programming to Construct Sentence Ranking Functions for Text Summarization (2004) (32)
Effects of mood and aging on keystroke dynamics metadata and their diurnal patterns in a large open-science sample: A BiAffect iOS study (2020) (32)
Traffic model for clustering algorithms in vehicular ad-hoc networks (2006) (32)
Unidirectional and bidirectional search algorithms (1992) (31)
Optimization of a high-speed placement machine using tabu search algorithms (2000) (30)
Let your fingers do the talking: Passive typing instability predicts future mood outcomes. (2018) (28)
An Intelligent Data Mining System for Drop Test Analysis of Electronic Products Manufacturing (2001) (27)
A Genetic Algorithm that Incorporates an Adaptive Mutation Based on an Evolutionary Model (2009) (25)
Optimization of revolver head SMT machines using adaptive simulated annealing (ASA) (2000) (25)
Real-time traffic updates in moving objects databases (2002) (24)
Real Time Change Detection and Alerts from Highway Traffic Data (2005) (22)
A NEURAL NETWORK MODEL FOR DATA FUSION IN ADVANCE (1993) (21)
Investigation of Constant Creation Techniques in the Context of Gene Expression Programming (2004) (20)
An explorative and exploitative mutation scheme (2010) (19)
A Novel Direction-Based Clustering Algorithm in Vehicular Ad Hoc Networks (2007) (19)
Using differential evolution for symbolic regression and numerical constant creation (2008) (18)
Improving gene expression programming performance by using differential evolution (2007) (18)
Optimization of automated high-speed modular placement machines using knowledge-based systems (2000) (18)
A generic classification and object-oriented simulation toolkit for SMT assembly equipment (2002) (16)
PREDICTING TRAFFIC CONGESTION USING RECURRENT NEURAL NETWORKS (2002) (16)
On the limitations of automated restriction mapping (1994) (14)
An Improved Compound Clustering Algorithm in Vehicular Ad-Hoc Networks (2006) (13)
ON-LINE TRAVEL TIME ESTIMATION USING FUZZY NEURAL NETWORK (1995) (13)
Adaptively Evolving Probabilities of Genetic Operators (2008) (12)
Applications of a transportation information architecture (2004) (12)
N-to-2-space mapping for visualization of search algorithm performance (2004) (12)
Improving search efficiency using possible subgoals (1995) (12)
Improving the Efficiency of Depth-First Search by Cycle Elimination (1993) (11)
Balancing the exploration and exploitation in an adaptive diversity guided genetic algorithm (2014) (11)
Tour-Based Mode Choice Modeling: Using an Ensemble of Conditional and Unconditional Data Mining Classifiers (2009) (11)
Direct evolution of hierarchical solutions with self-emergent substructures (2005) (10)
Mining sequential association rules for traveler context prediction (2008) (10)
Passive Sensing of Affective and Cognitive Functioning in Mood Disorders by Analyzing Keystroke Kinematics and Speech Dynamics (2019) (9)
Tour-Based Mode Choice Modeling : Using An Ensemble of ( Un-) Conditional Data-Mining Classifiers (2008) (9)
Impacts on Students’ Academic Performance due to Emergency Transition to Remote Teaching during the COVID-19 Pandemic: A Financial Engineering Course Case Study (2022) (9)
Spamalot: A Toolkit for Consuming Spammers' Resources (2006) (8)
Dynamic Adaptation of Genetic Operators' Probabilities (2008) (8)
Attribute Constrained Rules for Partially Labeled Sequence Completion (2009) (7)
Object-Oriented Simulator Design For an Automated High-Speed Modular Placement Machine Family (1999) (7)
Realtime Image Processing Algorithms for the Detection of Road and Environmental Conditions (2006) (7)
Empirical Analysis of the Activity-Planning Process (2011) (6)
Among-site rate variation: adaptation of genetic algorithm mutation rates at each single site (2014) (6)
Optimizing genetic operator rates using a markov chain model of genetic algorithms (2010) (5)
481. Predicting Mood Disturbance Severity in Bipolar Subjects with Mobile Phone Keystroke Dynamics and Metadata (2017) (5)
Controlling genetic operator rates in evolutionary algorithms (2011) (5)
From Extracting to Abstracting: Generating Quasi-abstractive Summaries (2008) (5)
A data mining approach to rapidly learning traveler activity patterns for mobile applications (2010) (5)
Detecting current job market skills and requirements through text mining (2018) (5)
Naturalistic smartphone keyboard typing reflects processing speed and executive function (2021) (5)
Multi-Dimensional Heuristic Searching (1989) (4)
Using Differential Evolution for GEP Constant Creation (2006) (4)
Self-Adaptation of Genetic Operator Probabilities Using Differential Evolution (2009) (4)
The Effects of Bipolar Disorder Risk on a Mobile Phone Keystroke Dynamics Based Biomarker of Brain Age (2021) (4)
An intelligent vehicle approach to mobile vehicular ad hoc networks - clustering optimisation in dynamic traffic networks (2005) (4)
Providing Reliable Route Guidance: A Case Study Using Chicago Data (2010) (4)
Providing Reliable Route Guidance using Chicago Data (2009) (4)
Intelligent traveler assistant (ITA) simulation platform design (2008) (4)
A Comparative Analysis of Underrepresented Engineering Applicants Admission Practices and their Academic Performance at the University of Illinois at Chicago (2016) (3)
DESIGN OF THE ADVANCE TRAFFIC INFORMATION CENTER (1995) (3)
The role of crossover operator in bayesian network structure learning performance: a comprehensive comparative study and new insights (2017) (3)
A CONCEPTUAL OVERVIEW OF ADVANCE (1992) (3)
247. BiAffect: Passive Monitoring of Psychomotor Activity in Mood Disorders Using Mobile Keystroke Kinematics (2019) (3)
Computing the Transitive Closure of Symmetric Matrices (1991) (2)
The Evolution Of Advance. Development And Operational Test Of A Probe-based Driver Information System In An Arterial Street Network: A Progress Report (1992) (2)
Estimating link delays for arterial streets (2004) (2)
Benchmarking two types of restricted transitive closure algorithms (1990) (2)
An Integrated Program for Recruitment, Retention, and Graduation of Academically Talented Low-Income Engineering Students (2020) (2)
Optimization of automated placement machines using tabu search algorithms (1998) (2)
Wave-shaping in Multiprocessor Bidirectional Heuristic State Space Search (1991) (2)
AN INTELLIGENT VEHICLE APPROACH TO MOBILE VEHICULAR (2010) (1)
Probabilistically Guided Prefix Gene Expression Programming (2008) (1)
Predicate-Transition Net Reachability Testing Using Heuristic Search (1994) (1)
Beyond Grade Point Average and Standardized Testing: Incorporating a Socio-Economic Factor in Admissions to Support Minority Success (2017) (1)
ESTIMATING LINK DELAYS FOR ARTERIAL STREETS. IN: URBAN AND REGIONAL TRANSPORTATION MODELING. ESSAYS IN HONOR OF DAVID BOYCE (2004) (1)
HSAS: a heuristic development tool (1990) (1)
Introducing Emergent Loose Modules into the Learning Process of a Linear Genetic Programming System (2006) (1)
Adaptive Learning in Machine Summarization (2006) (1)
Using Noun Phrase Centrality to Identify Topics for Extraction based Summaries (2004) (1)
NMESys: An expert system for network fault detection (1991) (1)
Mapper: an intelligent restriction mapping tool (1998) (0)
Characterizing Passively Collected Real-World Keyboard Dynamics in Mood Disorders as a Function of Age and Time-of-Day (2020) (0)
Heuristic improvement through triangulation (1995) (0)
Applications of a Transportation Architecture (2004) (0)
Bayesian network hybrid learning using an elite-guided genetic algorithm (2018) (0)
The Informed Railroad Traveler (Smartphone Application): Real-time Street Parking Availability Estimation (2016) (0)
LinkFinder: An expert system that constructs phylogenic trees (1991) (0)
2 Warren ' s algorithm (0)
HSAS: AHeuristic Development Tool (1990) (0)
Calibration considerations for hybrid VANET simulation (2010) (0)
Needles and Haystacks: A Computational Approach to Finding Subalgebras of the Group Algebra of the Symmetric Group (2016) (0)
Data fusion for an ATIS operational test (1994) (0)
OF LOGISTIC REGRESSION CLASSIFIERS USED FOR VERY LARGE SCALE (2006) (0)
Assigning Segment And Link Identifiers For ADVANCE (1993) (0)
Data Fusion for an ATIS Operational Test: Description and Computational Issues (1994) (0)
APPLICATION OF NEURAL NETWORKS TO DATA FUSION: A FEASIBILITY STUDY (1996) (0)
Design and analysis of clustering frameworks in vehicular ad-hoc networks (2008) (0)
Data Handling in Intelligent Transportation Systems (2008) (0)

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