D-Index & Metrics Best Publications

D-Index & Metrics 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.

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
Social Sciences and Humanities D-index 30 Citations 3,376 123 World Ranking 5180 National Ranking 2550

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Statistics
  • Social psychology

Cleotilde Gonzalez mostly deals with Cognitive psychology, Dynamic decision-making, Artificial intelligence, Social psychology and Task. Cleotilde Gonzalez combines subjects such as Empirical research, Rational analysis and Social cognition with his study of Cognitive psychology. The Dynamic decision-making study combines topics in areas such as MicroWorlds, Domain knowledge, Heuristics and Attack model.

He interconnects Machine learning, Cognitive model, Process and Cognitive architecture in the investigation of issues within Artificial intelligence. His Organizational behavior study in the realm of Social psychology interacts with subjects such as Human factors and ergonomics. His research investigates the connection between Task and topics such as Adaptation that intersect with issues in Research design and Workload.

His most cited work include:

  • Instance-based learning in dynamic decision making (372 citations)
  • Why Don't Well-Educated Adults Understand Accumulation? A Challenge to Researchers, Educators, and Citizens. (250 citations)
  • The use of microworlds to study dynamic decision making (182 citations)

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

His primary areas of study are Social psychology, Dynamic decision-making, Task, Artificial intelligence and Cognitive psychology. Cleotilde Gonzalez usually deals with Social psychology and limits it to topics linked to Prisoner's dilemma and Social relation. His studies deal with areas such as Management science, Knowledge management, Set, Outcome and Business decision mapping as well as Dynamic decision-making.

His Task research includes themes of Human–computer interaction, Adaptation, Visual search and Simulation. The study incorporates disciplines such as Machine learning, Cognitive model and Process in addition to Artificial intelligence. His studies in Cognitive model integrate themes in fields like Computer security, Cognitive architecture and Learning theory.

He most often published in these fields:

  • Social psychology (19.33%)
  • Dynamic decision-making (18.49%)
  • Task (18.49%)

What were the highlights of his more recent work (between 2017-2020)?

  • Computer security (13.03%)
  • Deception (4.62%)
  • Adversarial system (2.52%)

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

His primary scientific interests are in Computer security, Deception, Adversarial system, Cognitive model and Phishing. His biological study spans a wide range of topics, including Perfect rationality, Learning theory and Human–machine system. The Adversarial system study combines topics in areas such as Sample, Management science and Multi-armed bandit.

As a member of one scientific family, Cleotilde Gonzalez mostly works in the field of Cognitive model, focusing on Intrusion detection system and, on occasion, Behavioral game theory. His Exploit research integrates issues from Deep learning, Construct, Task and Decision support system. His research in Construct intersects with topics in Artificial intelligence and Reinforcement learning.

Between 2017 and 2020, his most popular works were:

  • Phishing attempts among the dark triad: Patterns of attack and vulnerability (17 citations)
  • Creative Persuasion: A Study on Adversarial Behaviors and Strategies in Phishing Attacks. (17 citations)
  • Sociometrics and observational assessment of teaming and leadership in a cyber security defense competition (11 citations)

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

  • Artificial intelligence
  • Statistics
  • Social psychology

His primary areas of investigation include Computer security, Deception, Internet privacy, Phishing and Adversarial system. His work deals with themes such as Repeated game and Human–machine system, which intersect with Computer security. Cleotilde Gonzalez interconnects Stackelberg competition, Adversary, Real-time simulation and Honeypot in the investigation of issues within Deception.

The various areas that Cleotilde Gonzalez examines in his Internet privacy study include Dark triad, Machiavellianism, Personality, Psychopathy and Vulnerability. He combines subjects such as Sample, Human behavior, Data science and Email management with his study of Adversarial system. The study incorporates disciplines such as Competition, Data collection, Knowledge management, Effective team and Cognitive model in addition to Cyber defense.

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

Instance-based learning in dynamic decision making

Cleotilde Gonzalez;Javier F. Lerch;Christian Lebiere.
Cognitive Science (2003)

640 Citations

Why Don't Well-Educated Adults Understand Accumulation? A Challenge to Researchers, Educators, and Citizens.

Matthew A. Cronin;Cleotilde Gonzalez;John D. Sterman.
Organizational Behavior and Human Decision Processes (2009)

394 Citations

The framing effect and risky decisions: Examining cognitive functions with fMRI

Cleotilde Gonzalez;Jason Dana;Hideya Koshino;Marcel Adam Just.
Journal of Economic Psychology (2005)

328 Citations

The use of microworlds to study dynamic decision making

Cleotilde Gonzalez;Polina Vanyukov;Michael K. Martin.
Computers in Human Behavior (2005)

301 Citations

Effects of cyber security knowledge on attack detection

Noam Ben-Asher;Cleotilde Gonzalez.
Computers in Human Behavior (2015)

247 Citations

Instance-based learning: integrating sampling and repeated decisions from experience.

Cleotilde Gonzalez;Varun Dutt.
Psychological Review (2011)

227 Citations

Unpacking the Exploration–Exploitation Tradeoff: A Synthesis of Human and Animal Literatures

Sabine Mehlhorn;Ben R Newell;Peter M Todd;Michael D Lee.
Invitational Choice Symposium, 9th, Jun, 2013, Huis ter Duin, Netherlands; The ideas in this article originated from discussions in a workshop entitled Predicting Choice from Exploration, organized by Cleotilde Gonzalez and Katja Mehlhorn at the aforementioned conference. (2015)

197 Citations

Decision Support for Real-Time, Dynamic Decision-Making Tasks

Cleotilde Gonzalez.
Organizational Behavior and Human Decision Processes (2005)

192 Citations

Instance‐based Learning: A General Model of Repeated Binary Choice

Tomás Lejarraga;Varun Dutt;Cleotilde Gonzalez.
Journal of Behavioral Decision Making (2012)

171 Citations

Understanding the building blocks of dynamic systems

Matthew A. Cronin;Cleotilde Gonzalez.
System Dynamics Review (2007)

150 Citations

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