What is he best known for?
The fields of study he is best known for:
- Artificial intelligence
- Algorithm
- Machine learning
His scientific interests lie mostly in Artificial intelligence, Complex adaptive system, Machine learning, Adaptation and Adaptive system.
His research on Artificial intelligence often connects related areas such as Learning classifier system.
His Complex adaptive system research is multidisciplinary, relying on both Complex system, Research program and Data science.
His work in the fields of Machine learning, such as Genetic programming, Computational learning theory and Instance-based learning, intersects with other areas such as Hidden order and Hyper-heuristic.
His Adaptation study spans across into areas like Natural, Artificial creation, Artificial development, Evolutionary programming and Effective fitness.
His Adaptive system study incorporates themes from Local optimum, Mathematical theory, Stochastic game and Logical theory.
His most cited work include:
- Adaptation in natural and artificial systems (30264 citations)
- Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence (8881 citations)
- Hidden Order: How Adaptation Builds Complexity (2303 citations)
What are the main themes of his work throughout his whole career to date?
John H. Holland mainly investigates Artificial intelligence, Machine learning, Classifier, Theoretical computer science and Algorithm.
His study on Complex adaptive system and Adaptive system is often connected to Adaptation as part of broader study in Artificial intelligence.
His Complex adaptive system research incorporates themes from Complex system, Research program, Coevolution and Data science.
His biological study spans a wide range of topics, including Control engineering and Logical theory.
His Learning classifier system study in the realm of Machine learning connects with subjects such as Condition part.
His research in Algorithm focuses on subjects like Function, which are connected to Hyperplane, Genetic algorithm and Hill climbing.
He most often published in these fields:
- Artificial intelligence (36.19%)
- Machine learning (13.33%)
- Classifier (11.43%)
What were the highlights of his more recent work (between 2006-2018)?
- Complex adaptive system (10.48%)
- Social science (3.81%)
- Artificial intelligence (36.19%)
In recent papers he was focusing on the following fields of study:
The scientist’s investigation covers issues in Complex adaptive system, Social science, Artificial intelligence, Disease registry and Population health.
John H. Holland has researched Complex adaptive system in several fields, including Computational linguistics, Language acquisition and Lexicon.
His work carried out in the field of Social science brings together such families of science as Evolutionary computation and Management science.
The concepts of his Artificial intelligence study are interwoven with issues in Theoretical computer science and Reading.
The Theoretical computer science study combines topics in areas such as Complex system and Emulation.
His Population health research includes themes of Intervention and Family medicine.
Between 2006 and 2018, his most popular works were:
- Language Is a Complex Adaptive System: Position Paper (473 citations)
- Signals and Boundaries: Building Blocks for Complex Adaptive Systems (123 citations)
- Complexity: A Very Short Introduction (114 citations)
In his most recent research, the most cited papers focused on:
- Artificial intelligence
- Algorithm
- Social science
John H. Holland spends much of his time researching Complex adaptive system, Artificial intelligence, Theoretical computer science, Developmental linguistics and Decade of the Brain.
Complex adaptive system is intertwined with Boundary, Key and Adaptation in his research.
His research in Artificial intelligence intersects with topics in Path and Simple.
His study in Theoretical computer science is interdisciplinary in nature, drawing from both Complex system and Reading.
You can notice a mix of various disciplines of study, such as Computational linguistics, Language acquisition, Lexicon, Cognitive science and Interlanguage, in his Developmental linguistics studies.
Social science, Theory of mind, OpenURL, Consciousness and Obligation are fields of study that overlap with his Decade of the Brain research.
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