Melanie Mitchell
#6,901
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American scientist
Melanie Mitchell's AcademicInfluence.com Rankings
Melanie Mitchellcomputer-science Degrees
Computer Science
#592
World Rank
#612
Historical Rank
#321
USA Rank
Artificial Intelligence
#49
World Rank
#52
Historical Rank
#25
USA Rank
Database
#2480
World Rank
#2598
Historical Rank
#535
USA Rank
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Computer Science
Melanie Mitchell's Degrees
- Bachelors Mathematics Portland State University
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Why Is Melanie Mitchell Influential?
(Suggest an Edit or Addition)According to Wikipedia, Melanie Mitchell is an American scientist. She is the Davis Professor of Complexity at the Santa Fe Institute. Her major work has been in the areas of analogical reasoning, complex systems, genetic algorithms and cellular automata, and her publications in those fields are frequently cited.
Melanie Mitchell'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
- An introduction to genetic algorithms (1996) (4907)
- Complexity - A Guided Tour (2009) (1953)
- The royal road for genetic algorithms: Fitness landscapes and GA performance (1991) (600)
- Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations (1993) (492)
- Relative Building-Block Fitness and the Building Block Hypothesis (1992) (467)
- The Copycat project: a model of mental fluidity and analogy-making (1995) (384)
- Evolving cellular automata to perform computations: mechanisms and impediments (1994) (373)
- Genetic Algorithms and Artificial Life (1994) (232)
- Analogy-making as perception - a computer model (1993) (230)
- Evolving Cellular Automata with Genetic Algorithms: A Review of Recent Work (2000) (226)
- A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata (1994) (192)
- Evolving Globally Synchronized Cellular Automata (1995) (184)
- Computation in Cellular Automata: A Selected Review (2005) (176)
- Computation in Cellular Automata: A Selected Review (2005) (176)
- Statistical Dynamics of the Royal Road Genetic Algorithm (1999) (164)
- What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation (2004) (157)
- Dynamics, computation, and the “edge of chaos”: a re-examination (1993) (145)
- Genetic algorithms: An overview (1995) (144)
- Waveguides induced by photorefractive screening solitons (1997) (126)
- Finite populations induce metastability in evolutionary search (1997) (121)
- The emergence of understanding in a computer model of concepts analogy-making (1990) (111)
- Segmentation of medical images using a genetic algorithm (2006) (107)
- A Comparison of Evolutionary and Coevolutionary Search (2002) (101)
- X-ray Survey of the Small Magellanic Cloud (1981) (86)
- Evolving cellular automata to perform computations (1997) (83)
- Equivalence of three approaches describing partially incoherent wave propagation in inertial nonlinear media. (2001) (82)
- Investigation of image feature extraction by a genetic algorithm (1999) (80)
- Resource sharing and coevolution in evolving cellular automata (1999) (77)
- Complex Systems Theory and Evolution (2002) (77)
- Mechanisms of Emergent Computation in Cellular Automata (1998) (75)
- The Evolutionary Design of Collective Computation in Cellular Automata (1998) (72)
- What makes a problem hard for a genetic algorithm? Some anomalous results and their explanation (1993) (72)
- Prevalence of malnutrition and risk of under-nutrition in hospitalized children. (2012) (66)
- Interpreting individual classifications of hierarchical networks (2013) (65)
- Evolutionary Computation: An Overview (1999) (57)
- Self-awareness and control in decentralized systems (2005) (53)
- Studying host-microbiota mutualism in Drosophila: Harnessing the power of gnotobiotic flies (2015) (53)
- Incorporating priors for medical image segmentation using a genetic algorithm (2016) (52)
- Investigating the success of spatial coevolution (2005) (50)
- Embedded-Particle Computation in Evolved Cellular Automata (1996) (49)
- L.D. Davis, Handbook of Genetic Algorithms* (1998) (46)
- The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their Explanation (1991) (42)
- Analogy-Making as a Complex Adaptive System (2000) (42)
- A Complex-Systems Perspective on the "Computation vs. Dynamics" Debate in Cognitive Science (1998) (39)
- Artificial Intelligence Hits the Barrier of Meaning (2019) (36)
- The Role of Space in the Success of Coevolutionary Learning (2006) (33)
- Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report (2022) (31)
- Is the Universe a Universal Computer? (2002) (31)
- Effect of a Fish Oil and Arginine-Fortified Diet in Thermally Injured Patients (2006) (29)
- Copycat: A computer model of high-level perception and conceptual slippage in analogy making (1990) (28)
- Ubiquity symposium: Biological Computation (2011) (26)
- Staying Well: A Follow Up of a 5-Week Mindfulness Based Stress Reduction Programme for a Range of Psychological Issues (2015) (23)
- Using Multiple Intelligences to Teach Tennis (2004) (20)
- Genetic Algorithms and Artiicial Life (1993) (18)
- Can evolution explain how the mind works? A review of the evolutionary psychology debates (1999) (15)
- Stratigraphy, provenance, and diagenesis of the Cretaceous Horse Range Formation, east Otago, New Zealand (2009) (14)
- Combinatorial Shape Decomposition (2007) (14)
- Perspectives on Copycat: comparisons with recent work (1995) (13)
- Adaptive Individuals In Evolving Populations: Models And Algorithms (2018) (12)
- Adaptive computation (2016) (11)
- Comparison of nutrient accrual in constructed living shoreline and natural fringing marshes (2021) (11)
- A Genetic Algorithm-Based Level Set Curve Evolution for Prostate Segmentation on Pelvic CT and MRI Images (2010) (11)
- Evolving Cellular Automata (2009) (10)
- LSGA: combining level-sets and genetic algorithms for segmentation (2010) (10)
- Prostate segmentation on pelvic CT images using a genetic algorithm (2008) (9)
- Computation and the natural sciences (1996) (9)
- Population Genetics and Evaluation of Genetic Evidence for Subspecies in the Semipalmated Sandpiper (Calidris pusilla) (2013) (9)
- WLCG and IPv6 – the HEPiX IPv6 working group (2014) (8)
- Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study (2002) (8)
- Semantic Image Retrieval via Active Grounding of Visual Situations (2017) (8)
- Theories of structure versus theories of change (1998) (7)
- Fast on-line kernel density estimation for active object localization (2016) (7)
- Figments of Reality (2015) (7)
- Sparse Coding on Stereo Video for Object Detection (2017) (7)
- Adaptive Computation : The Multidisciplinary Legacy of (2018) (6)
- Active Object Localization in Visual Situations (2016) (6)
- Children Younger Than 18 Years Treated for Nonfatal Burns in US Emergency Departments (2020) (6)
- Biological Computation (2012) (6)
- An Interview-Based Study of Pioneering Experiences in Teaching and Learning Complex Systems in Higher Education (2018) (6)
- Cortisol reactivity to psychosocial stress is greater in sexual risk takers (2014) (6)
- Probing the psychology of AI models. (2023) (6)
- Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning (2010) (5)
- Genetic algorithms (2003) (4)
- G 1 . 15 : Computer Science Application : Evolving Cellular Automata to Perform Computations (2001) (4)
- Revisiting Visual Grounding (2019) (4)
- Medical image segmentation using a genetic algorithm (2010) (4)
- Segmentation of thermographic images of hands using a genetic algorithm (2010) (4)
- On the role of shape prototypes in hierarchical models of vision (2013) (4)
- Fundamental Concepts of Evolutionary Computation (1997) (4)
- No Idle Threat: Exploring Threats and Violence in Persons with Mental Illness (2019) (3)
- The Theory of Quantum Computation: An Introduction (2005) (3)
- Information processing in two-dimensional cellular automata (2011) (3)
- Gaussian Processes with Context-Supported Priors for Active Object Localization (2017) (2)
- Rethink reporting of evaluation results in AI (2023) (2)
- Steady-state dark screening solitons and soliton-induced waveguides formed in a bulk photorefractive medium (1996) (2)
- Quantum Computers: First Steps towards a Realization (2005) (2)
- Making Parents, Students and the Surrounding Community Accountable for Daily Student Attendance (2016) (1)
- An extension of the use of biodata for managerial selection (2002) (1)
- Title: Evolving Cellular Automata with Genetic Algorithms: Analyzing Asynchronous Updates and Small World Topologies (2008) (1)
- 2. Quelques raisons de douter : L'univers est-il un calculateur (2003) (1)
- Evaluation of Damping Material at Higher Frequencies with Application to Automotive Systems Including Brakes (1995) (1)
- Advanced processing for high-bandwidth sensor systems (2000) (1)
- Self-trapping of partially spatially incoherent dark beams (1998) (1)
- 280-27 Energizing End Users with a Slice of SAS and a Cup of JavaTM (2001) (1)
- 2-1-1981 X-ray Survey of the Small Magellanic Cloud (2018) (0)
- Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective May 23-25 University of New Mexico, Albuquerque, NM Agenda (2011) (0)
- Melanie Mitchell (2016) (0)
- Real World STEM: The Possibilities for Transforming Teaching and Learning through Inquiry (2014) (0)
- Review of Darwin ’ s Dangerous Idea by Daniel C . Dennett (2007) (0)
- Evolving cellular automata to perform computations. Final technical report (1998) (0)
- Active Grounding of Visual Situations (2017) (0)
- Object Detection using HoG Features for Visual Situation Recognition (2017) (0)
- Preparing for Camp Fairs: Strategies to Help Students (2005) (0)
- Reviewers of Volume 7 (1980) (0)
- Mitchell, M. (2019). Artificial Intelligence Hits the Barrier of Meaning. Information, 10(2), 51. (2019) (0)
- Observation of multihump multimode self-trapped beams (1998) (0)
- HYPOTHESIZED ADVANTAGES FOR COEVOLUTION IV . POSSIBLE IMPEDIMENTS FOR COEVOLUTION (2006) (0)
- Human memory: A dynamical process. (2003) (0)
- Nature ’ s subtlety undermines the empirical relevance of both dynamical and computational hypotheses (2016) (0)
- Introduction to Non-Standard Computation (2005) (0)
- 1 Life and Evolution in Computers (2016) (0)
- Titles and abstracts for invited speakers ( In chronological order ) NetSci School (2014) (0)
- Dulux New Zealand Ltd :Cartons of large photographs from the 'Press Photographer of the Year' award, 1978 and 1981 (1978) (0)
- Neues zur Östrogen- und Gestagentherapie (1982) (0)
- A FRAMEWORK FOR FAST CLASSIFICATION ALGORITHMS (2008) (0)
- How are student voices heard (2014) (0)
- Cover: Simulation of a Malware Attack; Illustration by Catalogtree.net for Wired Magazine Balancing Convention and Risk to Create Transformation (0)
- A DYNAMIC MULTI-PROTOCOL INTERFACE FOR TT&C SATELLITE BASEBAND PROCESSOR (2003) (0)
- What is Computation (2011) (0)
- Theory of incoherent solitons: self-trapped spatially incoherent light beams (1998) (0)
- Active Interpretation of Visual Situations (2017) (0)
- Evolutionary Computation in Practice: Case Studies (1997) (0)
- Assessing the Risk of Iatrogenic Pneumothorax Based on Location of Transbronchial Lung Biopsy (2021) (0)
- Darwin's dangerous idea (1996) (0)
- Is the Universe a Universal Computer? a New Kind of Science (0)
- Comprar Clinical Primer | Melanie Mitchell | 9781451105087 | Lippincott Williams & Wilkins (2012) (0)
- Embedded-Particle Computation in Evolved Cellular Automata Wim Hordijk (0)
- 303. Evaluation of Antimicrobial Utilization and the Incidence of Bacterial Pneumonia Co-infection in Non-ICU COVID-19 Patients at an Urban Academic Medical Center (2021) (0)
- Pneumococcal vaccination—A literature review and practice guideline update (2022) (0)
- Abstraction and analogy in AI. (2023) (0)
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Melanie Mitchell is affiliated with the following schools:
