D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 65 Citations 35,048 154 World Ranking 1119 National Ranking 654

Research.com Recognitions

Awards & Achievements

2011 - ACM AAAI Allen Newell Award For fundamental, paradigm-changing contributions to computer science and biological sciences, most notably bringing together models of immune systems, automated diversity, and network epidemiology, with significant impact on real computer and biological systems research and practice.

Overview

What is she best known for?

The fields of study she is best known for:

  • Artificial intelligence
  • Operating system
  • Programming language

Stephanie Forrest mainly investigates Artificial intelligence, Programming language, Genetic algorithm, Computer virus and Anomaly detection. Her studies in Artificial intelligence integrate themes in fields like Fitness landscape, Machine learning and Immune system. Stephanie Forrest focuses mostly in the field of Programming language, narrowing it down to matters related to Genetic programming and, in some cases, Delta Debugging, Software engineering, Software bug, Software maintenance and Source lines of code.

Her work carried out in the field of Genetic algorithm brings together such families of science as Algorithm and Measure. Stephanie Forrest interconnects Change detection, Structure and World Wide Web, Email address in the investigation of issues within Computer virus. Her research investigates the connection between Anomaly detection and topics such as Psychology of self that intersect with issues in Cryptography.

Her most cited work include:

  • Intrusion detection using sequences of system calls (1230 citations)
  • A sense of self for Unix processes (1157 citations)
  • Detecting intrusions using system calls: alternative data models (1021 citations)

What are the main themes of her work throughout her whole career to date?

Her primary scientific interests are in Artificial intelligence, Theoretical computer science, Immune system, Computer security and Machine learning. She has researched Artificial intelligence in several fields, including Genetic algorithm, Fitness function and Computation. She has included themes like Evolutionary computation and Set in her Theoretical computer science study.

Her research in Evolutionary computation focuses on subjects like Genetic programming, which are connected to Software. Her work in Immune system addresses issues such as Antigen, which are connected to fields such as Vaccination. Her study in Computer security is interdisciplinary in nature, drawing from both Computer network and The Internet.

She most often published in these fields:

  • Artificial intelligence (18.22%)
  • Theoretical computer science (16.19%)
  • Immune system (13.77%)

What were the highlights of her more recent work (between 2016-2021)?

  • Software (7.69%)
  • Evolutionary computation (6.48%)
  • Theoretical computer science (16.19%)

In recent papers she was focusing on the following fields of study:

Her primary areas of investigation include Software, Evolutionary computation, Theoretical computer science, Software engineering and Computer security. The study incorporates disciplines such as Energy consumption, Genetic programming and Engineering management in addition to Software. Her Theoretical computer science study incorporates themes from Constructive proof and Test input.

The concepts of her Software engineering study are interwoven with issues in Maintenance engineering, Software system, Software development and Benchmark. Her studies deal with areas such as File sharing and Objectivity as well as Computer security. The study of Software analytics is intertwined with the study of Artificial intelligence in a number of ways.

Between 2016 and 2021, her most popular works were:

  • The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities (69 citations)
  • The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities (24 citations)
  • Strategic aspects of cyberattack, attribution, and blame (18 citations)

In her most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Operating system
  • Programming language

Stephanie Forrest mainly investigates Ant colony, Creativity, Artificial life, Natural and Evolutionary computation. Her Ant colony study integrates concerns from other disciplines, such as Strongly connected component, Multi-agent system, Computation and Cellular automaton. Her Creativity research overlaps with Oral tradition, Narrative, Code, Experimental evolution and Cognitive science.

Combining a variety of fields, including Artificial life, Surprise and Digital evolution, are what the author presents in her essays.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Self-nonself discrimination in a computer

Stephanie Forrest;Alan S. Perelson;Lawrence Allen;Rajesh Cherukuri.
ieee symposium on security and privacy (1994)

3022 Citations

A sense of self for Unix processes

Stephanie Forrest;Steven A. Hofmeyr;Anil Somayaji;Thomas A. Longstaff.
ieee symposium on security and privacy (1996)

2918 Citations

Intrusion detection using sequences of system calls

Steven A. Hofmeyr;Stephanie Forrest;Anil Somayaji.
Journal of Computer Security (1998)

2059 Citations

Detecting intrusions using system calls: alternative data models

C. Warrender;S. Forrest;B. Pearlmutter.
ieee symposium on security and privacy (1999)

1763 Citations

Computer immunology

Stephanie Forrest;Steven A. Hofmeyr;Anil Somayaji.
Communications of The ACM (1997)

1240 Citations

Genetic algorithms: principles of natural selection applied to computation

Stephanie Forrest.
Science (1993)

1179 Citations

Architecture for an Artificial Immune System

Steven A. Hofmeyr;Stephanie A. Forrest.
Evolutionary Computation (2000)

1157 Citations

Email networks and the spread of computer viruses.

M. E. J. Newman;Stephanie Forrest;Stephanie Forrest;Justin Balthrop.
Physical Review E (2002)

1003 Citations

Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms

Terry Jones;Stephanie Forrest.
international conference on genetic algorithms (1995)

904 Citations

GenProg: A Generic Method for Automatic Software Repair

C. Le Goues;ThanhVu Nguyen;S. Forrest;W. Weimer.
IEEE Transactions on Software Engineering (2012)

813 Citations

Best Scientists Citing Stephanie Forrest

Salvatore J. Stolfo

Salvatore J. Stolfo

Columbia University

Publications: 58

Martin Monperrus

Martin Monperrus

Royal Institute of Technology

Publications: 57

Dipankar Dasgupta

Dipankar Dasgupta

University of Memphis

Publications: 53

Angelos D. Keromytis

Angelos D. Keromytis

Georgia Institute of Technology

Publications: 52

Mark Harman

Mark Harman

University College London

Publications: 52

Uwe Aickelin

Uwe Aickelin

University of Melbourne

Publications: 49

Jon Timmis

Jon Timmis

University of Sunderland

Publications: 47

William B. Langdon

William B. Langdon

University College London

Publications: 37

Wenke Lee

Wenke Lee

Georgia Institute of Technology

Publications: 34

Hiroshi Motoda

Hiroshi Motoda

Osaka University

Publications: 31

Leonardo Vanneschi

Leonardo Vanneschi

Universidade Nova de Lisboa

Publications: 31

Licheng Jiao

Licheng Jiao

Xidian University

Publications: 31

David Lo

David Lo

Singapore Management University

Publications: 31

R. C. Sekar

R. C. Sekar

Stony Brook University

Publications: 27

Xin Yao

Xin Yao

Southern University of Science and Technology

Publications: 27

Philip K. Chan

Philip K. Chan

Florida Institute of Technology

Publications: 27

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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