Jim Smith
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Jim Smithcomputer-science Degrees
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Machine Learning
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Artificial Intelligence
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Computer Science
Jim Smith's Degrees
- PhD Computer Science Stanford University
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(Suggest an Edit or Addition)Jim Smith'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
- Recent Advances in Memetic Algorithms (2008) (348)
- Operator and parameter adaptation in genetic algorithms (1997) (217)
- Self adaptation of mutation rates in a steady state genetic algorithm (1996) (201)
- A Memetic Algorithm With Self-Adaptive Local Search: TSP as a case study (2000) (196)
- Coevolving Memetic Algorithms: A Review and Progress Report (2007) (176)
- Protein structure prediction with evolutionary algorithms (1999) (158)
- Memetic Evolutionary Algorithms (2005) (129)
- Multiobjective Evolutionary Algorithms (2015) (117)
- Emergence of profitable search strategies based on a simple inheritance mechanism (2001) (107)
- Introduction to Evolutionary Computing 2nd Edition (2020) (93)
- Recombination strategy adaptation via evolution of gene linkage (1996) (66)
- Adaptively Parameterised Evolutionary Systems: Self-Adaptive Recombination and Mutation in a Genetic Algorithm (1996) (59)
- Adaptive surface inspection via interactive evolution (2007) (49)
- Replacement Strategies in Steady State Genetic Algorithms: Static Environments (1998) (48)
- Assessment of the influence of adaptive components in trainable surface inspection systems (2010) (44)
- The Co-Evolution of Memetic Algorithms for Protein Structure Prediction (2005) (41)
- Parallel Problem Solving from Nature – PPSN XIII (2014) (41)
- Co-evolving Memetic Algorithms: Initial Investigations (2002) (38)
- An Examination of Tunable, Random Search Landscapes (1998) (37)
- Co-evolving memetic algorithms: a learning approach to robust scalable optimisation (2003) (35)
- An Adaptive Poly-Parental Recombination Strategy (1995) (35)
- MAFRA: A java memetic algorithms framework (2000) (34)
- Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection (2010) (29)
- Memetic Algorithms: The Polynomial Local Search Complexity Theory Perspective (2008) (29)
- What is an Evolutionary Algorithm (2003) (29)
- On Replacement Strategies in Steady State Evolutionary Algorithms (2007) (29)
- Modelling gas with self adaptive mutation rates (2001) (27)
- Interactive ant colony optimization (iACO) for early lifecycle software design (2012) (25)
- Study of fitness landscapes for the HP model of protein structure prediction (2003) (24)
- New Methods for Tunable, Random Landscapes (2000) (23)
- A genetic algorithm for the one-dimensional cutting stock problem with setups (2014) (21)
- A hybrid genetic algorithm to solve a lot-sizing and scheduling problem (2002) (20)
- Protein structure prediction with co-evolving memetic algorithms (2003) (19)
- An On-Line Interactive Self-adaptive Image Classification Framework (2008) (18)
- Editorial Introduction Special Issue on Memetic Algorithms (2004) (18)
- A Genetic Approach to Statistical Disclosure Control (2009) (17)
- What Have Gene Libraries Done for AIS? (2005) (16)
- Credit assignment in adaptive memetic algorithms (2007) (16)
- Visual analytics for collaborative human-machine confidence in human-centric active learning tasks (2019) (16)
- Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics (2006) (15)
- A comparison of meta-heuristic search for interactive software design (2012) (15)
- Gene Libraries: Coverage, Efficiency and Diversity (2006) (15)
- Self adaptation in evolutionary algorithms (1998) (13)
- Strategy Parameter Variety In Self-adaptation Of Mutation Rates (2002) (12)
- Evolving Software Test Data - GA's learn Self Expression (1996) (12)
- User-centric image segmentation using an interactive parameter adaptation tool (2010) (12)
- Estimating Meme Fitness in Adaptive Memetic Algorithms for Combinatorial Problems (2012) (12)
- Genetic selection of features for clustering and classification (1994) (11)
- Evolving Atomic Aesthetics and Dynamics (2016) (11)
- Parameter Perturbation Mechanisms in Binary Coded GAs with Self-Adaptive Mutation (2002) (11)
- Multimodal Problems and Spatial Distribution (2003) (11)
- Genetic feature selection for clustering and classification (1994) (10)
- Evolutionary $n$ -Level Hypergraph Partitioning With Adaptive Coarsening (2018) (9)
- A comparison of evolutionary algorithms and ant colony optimization for interactive software design (2012) (8)
- The Internet of Flying Things (2018) (8)
- Predicting User Confidence During Visual Decision Making (2018) (8)
- Evolutionary Computing: The Origins (2015) (8)
- Exploiting Antipheromone in Ant Colony Optimisation for Interactive Search-Based Software Design and Refactoring (2016) (7)
- Interactive Evolutionary Algorithms (2015) (7)
- A comparison of two memetic algorithms for software class modelling (2013) (6)
- On Human-Machine Interaction during Online Image Classifier Training (2008) (6)
- Interactive Evolutionary Strategy Based Discovery of Image Segmentation Parameters (2004) (6)
- Parallel problem solving from nature - PPSN VIII : 8th International Conference, Birmingham, UK, September 18-22, 2004 : proceedings (2004) (6)
- The influence of search components and problem characteristics in early life cycle class modelling (2015) (5)
- Predicting the Occurrence of World News Events Using Recurrent Neural Networks and Auto-Regressive Moving Average Models (2017) (5)
- Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search (2008) (5)
- Meme fitness and memepool sizes in coevolutionary memetic algorithms (2010) (5)
- Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications (2007) (5)
- A Novel Feature Selection Based Semi-supervised Method for Image Classification (2008) (5)
- Popular Evolutionary Algorithm Variants (2015) (4)
- A preprocessing optimization applied to the cell suppression problem in statistical disclosure control (2013) (4)
- Exploiting Diverse Distance Metrics for Surrogate-Based Optimisation of Ordering Problems: A Case Study (2016) (4)
- Protein Structured Reservoir Computing for Spike-Based Pattern Recognition (2020) (3)
- Representation, Mutation, and Recombination (2015) (3)
- Learning Classifier Systems (2003) (3)
- Hybridisation with Other Techniques: Memetic Algorithms (2003) (3)
- An alternative approach for the evaluation of the neocognitron (2001) (3)
- Problems to Be Solved (2015) (3)
- Visualising state space representations of LSTM networks (2018) (3)
- Fitness, Selection, and Population Management (2015) (2)
- Parameters and Parameter Tuning (2015) (2)
- Towards the evolution of things (2016) (2)
- Incorporation of adaptive mutation based on subjective evaluation in an interactive evolution strategy (2005) (2)
- Pre-processing Optimisation Applied to the Classical Integer Programming Model for Statistical Disclosure Control (2008) (2)
- Improving our knowledge of metaheuristic approaches for cell suppression problem (2007) (2)
- Inter-annotator Agreement Using the Conversation Analysis Modelling Schema, for Dialogue (2022) (2)
- Feature Selection Using Intensified Tabu Search for Supervised Classification (2008) (2)
- Working with Evolutionary Algorithms (2015) (2)
- Making Early Predictions of the Accuracy of Machine Learning Classifiers (2012) (2)
- Using evolutionary computation to shed light on the effect of scale and complexity on object-oriented software design (2014) (1)
- Adaptive Image Segmentation Based on Visual Interactive Feedback Learning (2002) (1)
- A Hybrid Genetic Algorithm to Solve a Logt-Sizing and Scheduling Problem (2002) (1)
- Making Early Predictions of the Accuracy of Machine Learning Applications (2012) (1)
- Sentence encoding for Dialogue Act classification (2021) (1)
- On the Interaction between Self-adaptive Mutation and Memetic Learning (2014) (1)
- Session details: Genetic algorithms track posters (2011) (0)
- Interactive parameter adaptation tool for image segmentation (2008) (0)
- Special Forms of Evolution (2003) (0)
- Spatial Effects in Social Learning in Hybrid MetaHeuristics (2004) (0)
- Session details: Genetic algorithms track papers (2011) (0)
- The Baldwin Effect Hinders Self-Adaptation (2014) (0)
- A modified neocognitron network for medical signal classification (2001) (0)
- GENETIC ALGORITHM + LINEAR PROGRAMMING TO SOLVE A LOT-SIZING AND SCHEDULING PROBLEM (2015) (0)
- Nonstationary and Noisy Function Optimisation (2015) (0)
- Genetic algorithm and linear programing to solve a lot-sizing and scheduling problem (2003) (0)
- Session details: MetaDeeP'15 Workshop (2015) (0)
- Correction to: Visual analytics for collaborative human-machine confidence in human-centric active learning tasks (2019) (0)
- A comparison of meta-heuristic search for interactive software design (2013) (0)
- Teaching problem solving and AI with PacMan (2010) (0)
- A Novel Mirror Neuron Inspired Decision-Making Architecture for Human–Robot Interaction (2023) (0)
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