Melanie Mitchell - researchr alias

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Viewing Publication 1 - 52 from 52

2022

Evaluating Understanding on Conceptual Abstraction BenchmarksVictor Vikram Odouard, Melanie Mitchell. IJCAI 2022: [doi]

Abstraction for Deep Reinforcement LearningMurray Shanahan, Melanie Mitchell. IJCAI 2022: 5588-5596 [doi]

2021

A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer AttacksJacob M. Springer, Melanie Mitchell, Garrett T. Kenyon. nips 2021: 9759-9773 [doi]

2020

On Crashing the Barrier of Meaning in Artificial IntelligenceMelanie Mitchell. aim, 41(2):86-92, 2020. [doi]

Conceptual Abstraction and Analogy in Artificial IntelligenceMelanie Mitchell. isalalife 2020: 7 [doi]

2019

Artificial Intelligence Hits the Barrier of MeaningMelanie Mitchell. information, 10(2):51, 2019. [doi]

2018

2017

Active Interpretation of Visual SituationsMelanie Mitchell. aaaiss 2017: [doi]

Fast on-line kernel density estimation for active object localizationAnthony D. Rhodes, Max H. Quinn, Melanie Mitchell. ijcnn 2017: 454-462 [doi]

Bayesian optimization for refining object proposalsAnthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell. ipta 2017: 1-7 [doi]

2016

Adaptive computation: the multidisciplinary legacy of John H. HollandStephanie Forrest, Melanie Mitchell. CACM, 59(8):58-63, 2016. [doi]

Incorporating priors for medical image segmentation using a genetic algorithmPayel Ghosh, Melanie Mitchell, James A. Tanyi, Arthur Y. Hung. ijon, 195:181-194, 2016. [doi]

2013

Interpreting individual classifications of hierarchical networksWill Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby. cidm 2013: 32-38 [doi]

On the role of shape prototypes in hierarchical models of visionMichael D. Thomure, Melanie Mitchell, Garrett T. Kenyon. ijcnn 2013: 1-6 [doi]

2012

Biological ComputationMelanie Mitchell. cj, 55(7):852-855, 2012. [doi]

2011

Ubiquity symposium: Biological ComputationMelanie Mitchell. ubiquity, 2011(February):3, 2011. [doi]

2010

LSGA: combining level-sets and genetic algorithms for segmentationPayel Ghosh, Melanie Mitchell, Judith Gold. evi, 3(1):1-11, 2010. [doi]

Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment PlanningMelanie Mitchell, James A. Tanyi, Arthur Y. Hung. icmla 2010: 752-757 [doi]

2009

Complexity - A Guided TourMelanie Mitchell. Oxford University Press, 2009. [doi]

2008

Prostate segmentation on pelvic CT images using a genetic algorithmPayel Ghosh, Melanie Mitchell. miip 2008: 691442 [doi]

The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective ComputationManuel Marques-Pita, Melanie Mitchell, Luis Mateus Rocha. uc 2008: 146-163 [doi]

2007

Combinatorial Shape DecompositionRalf Juengling, Melanie Mitchell. isvc 2007: 183-192 [doi]

2006

Segmentation of medical images using a genetic algorithmPayel Ghosh, Melanie Mitchell. gecco 2006: 1171-1178 [doi]

Complex systems: Network thinkingMelanie Mitchell. ai, 170(18):1194-1212, 2006. [doi]

2005

Self-awareness and control in decentralized systemsMelanie Mitchell. metacognition 2005: 80-85

Computation in Cellular Automata: A Selected ReviewMelanie Mitchell. In Tino Gramß, Stefan Bornholdt, Michael Groß, Melanie Mitchell, Thomas Pellizzari, editors, Non-standard Computation - Molecular Computation, Cellular Automata, Evolutionary Algorithms, Quantum Computers. pages 95-140, Wiley, 2005. [doi]

Investigating the success of spatial coevolutionNathan Williams, Melanie Mitchell. gecco 2005: 523-530 [doi]

2002

Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case StudyFrancisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield. iccS 2002: 793-802 [doi]

A Comparison of Evolutionary and Coevolutionary SearchLudo Pagie, Melanie Mitchell. ijcia, 2(1):53-69, 2002. [doi]

2001

Evolving two-dimensional cellular automata to perform density classification: A report on work in progressFrancisco Jiménez-Morales, James P. Crutchfield, Melanie Mitchell. pc, 27(5):571-585, 2001.

2000

Resource sharing and coevolution in evolving cellular automataJustin Werfel, Melanie Mitchell, James P. Crutchfield. tec, 4(4):388-393, 2000.

1999

Can evolution explain how the mind works? A review of the evolutionary psychology debatesMelanie Mitchell. complexity, 4(3):17-24, 1999. [doi]

Statistical Dynamics of the Royal Road Genetic AlgorithmErik van Nimwegen, James P. Crutchfield, Melanie Mitchell. TCS, 229(1):41-102, 1999. [doi]

1998

Mechanisms of Emergent Computation in Cellular AutomataWim Hordijk, James P. Crutchfield, Melanie Mitchell. ppsn 1998: 613-622 [doi]

Handbook of Genetic Algorithms (L. D. Davis)Melanie Mitchell. ai, 100(1-2):325-330, 1998. [doi]

An introduction to genetic algorithmsMelanie Mitchell. MIT Press, 1998.

1996

Darwin's dangerous ideaMelanie Mitchell. complexity, 2(1):32-36, 1996. [doi]

1995

Evolving Globally Synchronized Cellular AutomataRajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson. icga 1995: 336-343

Genetic algorithms: An overviewMelanie Mitchell. complexity, 1(1):31-39, 1995. [doi]

1994

A Genetic Algorithm Discovers Particle-Based Computation in Cellular AutomataRajarshi Das, Melanie Mitchell, James P. Crutchfield. ppsn 1994: 344-353

Dynamics, computation, and the "edge of chaos": A re-examinationMelanie Mitchell, James P. Crutchfield, Peter T. Hraber. In Complexity: Metaphors, Models, and Reality. 1994:

Genetic Algorithms and Artificial LifeMelanie Mitchell, Stephanie Forrest. alife, 1(3):267-289, 1994.

1993

1992

Relative Building-Block Fitness and the Building Block HypothesisStephanie Forrest, Melanie Mitchell. foga 1993: 109-126

1991

The Performance of Genetic Algorithms on Walsh Polynomials: Some Anomalous Results and Their ExplanationStephanie Forrest, Melanie Mitchell. icga 1991: 182-189

1990

Copycat: A computer model of high-level perception and conceptual slippage in analogy makingMelanie Mitchell. PhD thesis, University of Michigan, USA, 1990. [doi]

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