Emma Hart | Academic Influence

Emma Hart 's AcademicInfluence.com Rankings

Emma Hart

Computer Science

#1698

World Rank

#1759

Historical Rank

Machine Learning

#5130

World Rank

#5195

Historical Rank

Artificial Intelligence

#5498

World Rank

#5574

Historical Rank

Database

#8253

World Rank

#8615

Historical Rank

computer-science Degrees

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Computer Science

Emma Hart 's Degrees

Masters Artificial Intelligence Imperial College London

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Why Is Emma Hart Influential?

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According to Wikipedia, Professor Emma Hart, FRSE is an English computer scientist known for her work in artificial immune systems , evolutionary computation and optimisation. She is a professor of computational intelligence at Edinburgh Napier University, editor-in-chief of the Journal of Evolutionary Computation , and D. Coordinator of the Future & Emerging Technologies Proactive Initiative, Fundamentals of Collective Adaptive Systems.

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Emma Hart '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

Hyper-Heuristics: An Emerging Direction in Modern Search Technology (2003) (778)
Application Areas of AIS: The Past, The Present and The Future (2005) (438)
A Comparison of Dominance Mechanisms and Simple Mutation on Non-stationary Problems (1998) (191)
Hyper-heuristics: Learning To Combine Simple Heuristics In Bin-packing Problems (2002) (170)
An Overview of Artificial Immune Systems (2004) (154)
Evolutionary Scheduling: A Review (2005) (122)
Some Observations about GA-Based Exam Timetabling (1997) (106)
An Immune System Approach to Scheduling in Changing Environments (1999) (85)
GAVEL - a new tool for genetic algorithm visualization (2001) (85)
Solving a Real-World Problem Using an Evolving Heuristically Driven Schedule Builder (1998) (81)
A Lifelong Learning Hyper-heuristic Method for Bin Packing (2015) (75)
Learning a Procedure That Can Solve Hard Bin-Packing Problems: A New GA-Based Approach to Hyper-heuristics (2003) (68)
A Heuristic Combination Method for Solving Job-Shop Scheduling Problems (1998) (66)
Combined flow in musical jam sessions: A pilot qualitative study (2015) (61)
Real-World Applications of Evolutionary Computing (2003) (59)
A Hyper-Heuristic Ensemble Method for Static Job-Shop Scheduling (2016) (57)
On artificial immune systems and swarm intelligence (2010) (55)
Bio-Inspired Models of Network, Information, and Computing Systems (2012) (52)
Applications of Evolutionary Computing: Evoworkshops 2003 (2003) (44)
Hyper-heuristics applied to class and exam timetabling problems (2004) (41)
The evolution and analysis of potential antibody library for use in job-shop scheduling (1999) (41)
A Research Agenda for Metaheuristic Standardization (2015) (37)
Genetic algorithms and timetabling (2003) (35)
Studies on the Implications of Shape-Space Models for Idiotypic Networks (2004) (33)
A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution (2012) (33)
Influence of Topology and Payload on CO2 Optimised Vehicle Routing (2010) (31)
Use of machine learning techniques to model wind damage to forests (2019) (31)
Computation in Cells and Tissues : Perspectives and Tools for Thought (2004) (31)
Building Charleston: Town and Society in the Eighteenth-Century British Atlantic World (2009) (30)
On clonal selection (2011) (29)
Not All Balls Are Round: An Investigation of Alternative Recognition-Region Shapes (2005) (29)
Generating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model (2013) (28)
Immunology as a metaphor for computational information processing : fact or fiction (2002) (28)
An improved immune inspired hyper-heuristic for combinatorial optimisation problems (2014) (27)
A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem (2016) (26)
Exploiting the analogy between immunology and sparse distributedmemories : a system for lustering non-stationary data (2002) (26)
The ARE Robot Fabricator: How to (Re)produce Robots that Can Evolve in the Real World (2019) (25)
A Role for Immunology in "Next Generation" Robot Controllers (2003) (25)
Kingston, Jamaica, and Charleston, South Carolina (2013) (24)
Parallel Problem Solving from Nature – PPSN XIV (2016) (21)
Representation in the (Artificial) Immune System (2009) (20)
How affinity influences tolerance in an idiotypic network. (2007) (19)
Building low CO2 solutions to the vehicle routing problem with Time Windows using an evolutionary algorithm (2010) (19)
An Immune-Inspired Approach to Speckled Computing (2007) (19)
Bio-Inspired Models of Networks, Information, and Computing Systems (2011) (19)
Optimisation and Illumination of a Real-world Workforce Scheduling and Routing Application via Map-Elites (2018) (19)
Special issue on artificial immune systems (2010) (19)
A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector (2017) (18)
Controlling a Simulated Khepera with an XCS Classifier System with Memory (2003) (17)
Using an Evolutionary Algorithm to Discover Low CO2 Tours within a Travelling Salesman Problem (2010) (17)
Mineral inclusions in rutile: A novel recorder of HP-UHP metamorphism (2016) (16)
On Constructing Ensembles for Combinatorial Optimisation (2017) (16)
On AIRS and Clonal Selection for Machine Learning (2009) (15)
Algorithm selection using deep learning without feature extraction (2019) (15)
A window into the lower crust: Trace element systematics and the occurrence of inclusions/intergrowths in granulite-facies rutile (2018) (14)
Learning to Solve Bin Packing Problems with an Immune Inspired Hyper-heuristic (2013) (14)
Improving SOSDM: Inspirations from the Danger Theory (2003) (14)
Tolerance vs Intolerance: How Affinity Defines Topology in an Idiotypic Network (2006) (13)
Exploiting the Analogy between the Immune System and Sparse Distributed Memories (2003) (13)
Analysis of a Growth Model for Idiotypic Networks (2006) (13)
Clustering Moving Data With a Modified Immune Algorithm (2001) (13)
If it evolves it needs to learn (2020) (12)
Bootstrapping Artificial Evolution to Design Robots for Autonomous Fabrication (2020) (12)
Scheduling chicken catching ‐ An investigationinto the success of a genetic algorithm on areal‐world scheduling problem (1999) (12)
Sample and time efficient policy learning with CMA-ES and Bayesian Optimisation (2020) (11)
On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System (2014) (11)
Hardware Design for Autonomous Robot Evolution (2020) (11)
Evaluation and Extension of the AISEC Email Classification System (2008) (11)
Improving Survivability in Environment-driven Distributed Evolutionary Algorithms through Explicit Relative Fitness and Fitness Proportionate Communication (2015) (10)
Evolution of a functionally diverse swarm via a novel decentralised quality-diversity algorithm (2018) (10)
Generating unambiguous and diverse referring expressions (2021) (10)
Structure versus function: a topological perspective on immune networks (2010) (9)
A similarity-based neighbourhood search for enhancing the balance exploration-exploitation of differential evolution (2020) (9)
From disorganized equality to efficient hierarchy: how group size drives the evolution of hierarchy in human societies (2020) (9)
Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm (2016) (8)
On the performance of the hybridisation between migrating birds optimisation variants and differential evolution for large scale continuous problems (2018) (8)
Artificial Immunology for Collective Adaptive Systems Design and Implementation (2016) (8)
The Impact of the Shape of Antibody Recognition Regions on the Emergence of Idiotypic Networks (2005) (8)
Revisiting the Central and Peripheral Immune System (2007) (8)
Designing Self-Aware Adaptive Systems: From Autonomic Computing to Cognitive Immune Networks (2013) (8)
A real-world employee scheduling and routing application (2014) (7)
Engineering Sustainable and Adaptive Systems in Dynamic and Unpredictable Environments (2018) (7)
Towards Autonomous Robot Evolution (2020) (7)
An immune network approach for self-adaptive ensembles of autonomic components: a case study in swarm robotics (2013) (7)
Computing the State of Specknets: Further Analysis of an Innate Immune-Inspired Model (2008) (7)
Requirements for Getting a Robot to Grow up (2003) (7)
Boosting the Immune System (2008) (7)
Impact of selection methods on the diversity of many-objective Pareto set approximations (2017) (7)
Morpho-evolution with learning using a controller archive as an inheritance mechanism (2021) (7)
An Adaptive Mutation Scheme for a Penalty-Based Graph-Colouring GA (1998) (7)
Multi-Modal Employee Routing with Time Windows in an Urban Environment (2015) (7)
An investigation of environmental influence on the benefits of adaptation mechanisms in evolutionary swarm robotics (2017) (7)
Dendritic Cell Trafficking: From Immunology to Engineering (2009) (7)
Computing the state of specknets: An immune-inspired approach (2008) (7)
Emergence of hierarchy from the evolution of individual influence in an agent-based model (2017) (7)
A fuzzy logic controller applied to a diversity-based multi-objective evolutionary algorithm for single-objective optimisation (2015) (6)
Topological Constraints in the Evolution of Idiotypic Networks (2007) (6)
An illumination algorithm approach to solving the micro-depot routing problem (2019) (6)
Artificial Immune System Driven Evolution in Swarm Chemistry (2014) (6)
Evolution of Diverse, Manufacturable Robot Body Plans (2020) (5)
City Government and the State in Eighteenth-Century South Carolina (2017) (5)
Situating Merchants in Late Eighteenth-Century British Atlantic Port Cities (2017) (5)
For Flux Sake: The Confluence of Socially- and Biologically-Inspired Computing for Engineering Change in Open Systems (2017) (5)
On Pros and Cons of Evolving Topologies with Novelty Search (2020) (5)
From Field to Plate: The Colonial Livestock Trade and the Development of an American Economic Culture (2016) (5)
An Engineering-Informed Modelling Approach to AIS (2011) (5)
A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules (2015) (5)
Artificial immune systems in the context of autonomic computing: integrating design paradigms (2014) (5)
Immunological inspiration for building a new generation of autonomic systems (2007) (5)
The World of Thomas Jeremiah: Charles Town on the Eve of the American Revolution (2012) (5)
Applications of Evolutionary Computing : EvoWorkshops 2002 : EvoCOP, EvoIASP, EvoSTIM/EvoPlan, Kinsale, Ireland, April 3-4, 2002 : proceedings (2002) (4)
A New Rich Vehicle Routing Problem Model and Benchmark Resource (2018) (4)
Hybridisation of Evolutionary Algorithms Through Hyper-heuristics for Global Continuous Optimisation (2016) (4)
Automatic Generation of Constructive Heuristics for Multiple Types of Combinatorial Optimisation Problems with Grammatical Evolution and Geometric Graphs (2018) (4)
A British Atlantic World of Advertising?: Colonial American “For Sale” Notices in Comparative Context (2014) (4)
Towards Lifelong Learning in Optimisation Algorithms (2017) (4)
Exploiting the analogy between immunology and sparse distributed memory. (2002) (4)
Artificial evolution of robot bodies and control: on the interaction between evolution, learning and culture (2021) (4)
Advances in artificial immune systems (2011) (4)
On the challenges of jointly optimising robot morphology and control using a hierarchical optimisation scheme (2021) (4)
A Systematic Investigation of GA Performance on Jop Shop Scheduling Problems (2000) (4)
Enhancing the Performance of a GA through Visualization (2000) (3)
Collaborative Diffusion on the GPU for Path-Finding in Games (2015) (3)
Using novelty search to explicitly create diversity in ensembles of classifiers (2021) (3)
Artificial Immune Systems: Second International Conference, ICARIS 2003, Edinburgh, UK, September 1-3, 2003, Proceedings (2003) (3)
Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites (2020) (3)
A novel similarity-based mutant vector generation strategy for differential evolution (2018) (3)
Creating Optimised Employee Travel Plans (2018) (3)
Comparing encodings for performance and phenotypic exploration in evolving modular robots (2019) (3)
‘The middling order are odious characters’: social structure and urban growth in colonial Charleston, South Carolina (2007) (3)
Using Evolutionary Algorithms to Solve Problems by Combining Choices of Heuristics (2003) (3)
Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training (2020) (3)
On the Synthesis of Perturbative Heuristics for Multiple Combinatorial Optimisation Domains (2018) (3)
Artifical Immune Networks for Robot Control (2004) (3)
The Cost of Communication: Environmental Pressure and Survivability in mEDEA (2015) (3)
Nowhere Metamorphic Malware Can Hide - A Biological Evolution Inspired Detection Scheme (2019) (3)
Using graphical information systems to improve vehicle routing problem instances (2013) (3)
Quantifying the Effects of Increasing User Choice in MAP-Elites Applied to a Workforce Scheduling and Routing Problem (2019) (3)
Improving Classification of Metamorphic Malware by Augmenting Training Data with a Diverse Set of Evolved Mutant Samples (2020) (2)
Can justice be fair when it is blind? How social network structures can promote or prevent the evolution of despotism (2018) (2)
Symbiotic Cognitive Networks: A Proposal (2010) (2)
Relevant Expertise Aggregation for Policy Selection in Collective Adaptive Systems (2018) (2)
Analysing the Performance of Migrating Birds Optimisation Approaches for Large Scale Continuous Problems (2016) (2)
A deep learning approach to predicting solutions in streaming optimisation domains (2020) (2)
Trading Spaces: The Colonial Marketplace and the Foundations of American Capitalism (2019) (2)
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches (2022) (2)
Hybrid parameter control approach applied to a diversity-based multi-objective memetic algorithm for frequency assignment problems (2016) (2)
Idiotypic Networks for Evolutionary Controllers in Virtual Creatures (2014) (2)
Validating the Grid Diversity Operator: An Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms (2016) (2)
Grid Diversity Operator for Some Population-Based Optimization Algorithms (2015) (2)
A Modified Grid Diversity Operator for Discrete Optimization and its Application to Wind Farm Layout Optimization Problems (2016) (2)
Exploiting collaborations in the immune system: the future of Artificial Immune Systems (2009) (1)
GECCO ’14: Proceedings of the 2014 conference on Genetic and evolutionary computation (2014) (1)
Applications of Evolutionary Computing. EvoWorkshops 2001. Como, Italy, April 18-20 (2001) (1)
Enhancing the Practicality of Tools to Estimate the Whole Life Embodied Carbon of Building Structures via Machine Learning Models (2021) (1)
Automated, Explainable Rule Extraction from MAP-Elites Archives (2021) (1)
Evolving robust policies for community energy system management (2019) (1)
2nd FOCAS Workshop on Fundamentals of Collective Adaptive Systems (2014) (1)
A Cross-Domain Method for Generation of Constructive and Perturbative Heuristics (2021) (1)
Proceedings of the EvoWorkshops on Applications of Evolutionary Computing (2001) (1)
A Novelty-Search Approach to Filling an Instance-Space with Diverse and Discriminatory Instances for the Knapsack Problem (2022) (1)
New network paradigms. (2010) (1)
Roll Project Rich Vehicle Routing benchmark problems. (2015) (1)
Work, Family, and the Eighteenth-Century History of a Middle Class in the American South (2012) (1)
Digging down into the global urban past (2020) (1)
10. The Ambition for an All Brick City: Elites, Builders and the Growth of Eighteenth-Century Charleston, South Carolina (2012) (1)
Diversity-driven wide learning for training distributed classification models (2020) (1)
Selection methods and diversity preservation in many-objective evolutionary algorithms (2018) (1)
Using MAP-Elites to support policy making around Workforce Scheduling and Routing (2020) (1)
Evolutionary Approaches to Improving the Layouts of Instance-Spaces (2022) (1)
Roll Project Job Shop scheduling benchmark problems. (2015) (1)
WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets (2021) (1)
T.R. - Applications of Evolutionary Computing (2003) (1)
ATLANTIC AND LOCAL: SCALES OF INTERDEPENDENCE IN EIGHTEENTH CENTURY CHARLESTON, SOUTH CAROLINA (2020) (1)
Special Issue on Toward Autonomous Evolution, (Re)production, and Learning in Robotic Ecosystems (2020) (1)
A New Paradigm for SpeckNets: Inspiration from Fungal Colonies (2008) (1)
Introduction to the Special Issue on Collective Adaptive Systems (2015) (1)
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images (2021) (1)
Real-World Applications of Evolutionary Computing. EvoWorkshops 2000. Edinburgh, Scotland, UK, April 17, 2000 (2000) (1)
A Neural Approach to Generation of Constructive Heuristics (2021) (1)
Applications of Evolutionary Computing - EvoWorkshops 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, EvoSTIM (2003) (1)
Gwenda Morgan and Peter Rushton, Banishment in the Early Atlantic World: Convicts, Rebels and Slaves (London: Bloomsbury Academic, 2013, £58.50). Pp. 320. isbn 978 1 4411 3011 2. (2014) (0)
Further Thoughts on Earthy Materials 11 September – 25 November 2018 (2018) (0)
MIT press welcomes Emma Hart as the new EiC of evolutionary computation (2017) (0)
Building the British Atlantic World: Spaces, Places, and Material Culture, 1600–1850 (2017) (0)
Review of 'Ireland in the Virginian Sea: Colonialism in the British Atlantic' (2014) (0)
Job Shop Problem Generation (2015) (0)
Daily Lives Dislocated? Routine and Revolution in Britain's North American Colonies (2021) (0)
Giving It All That (2014) (0)
THE URBAN AND THE GLOBAL IN THE EARLY MODERN PERIOD IN A COMPARATIVE PERSPECTIVE (2020) (0)
Roll Project Bin Packing Benchmark Problems. (2015) (0)
Evolving Heuristically Driven Schedule Builder (2007) (0)
Artificial Immune Systems: ICARIS 2010, Proceedings of 9th International Confernence. (2010) (0)
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features (2023) (0)
A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms (2013) (0)
Improving the Size and Quality of MAP-Elites Containers via Multiple Emitters and Decoders for Urban Logistics (2013) (0)
Catherine Armstrong. Landscape and Identity in North America's Southern Colonies from 1660 to 1745. (2014) (0)
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN (2002) (0)
Evolutionary Computation in Combinatorial Optimization (2004) (0)
Artificial immune systems: proceedings of the 2nd international conference. (2003) (0)
Lowcountry Time and Tide: The Fall of the South Carolina Rice Kingdom (2011) (0)
Supplementary information From disorganised equality to efficient hierarchy: How group size drives the evolution of hierarchy in human societies (2020) (0)
Towards the autonomous evolution of robot ecosystems (2022) (0)
Case for support: An investigation of hyper-heuristic methods (2007) (0)
Computational Intelligence (2020) (0)
“Naturally cut out…for unlawful trade" : economic culture and the enforcement of the 1698 Navigation Act in the mainland colonies (2015) (0)
Improving the Performance of MOACO Algorithms by Applying Colony-Level Parallelization (2010) (0)
Reclaim the mural (2013) (0)
CFP: The Global City, Past and Present - geschichte.transnational / Termine (2015) (0)
2nd PERADA Workshop on Pervasive Adaptation (2009) (0)
Judith Ridner. A Town In-Between: Carlisle, Pennsylvania, and the Early Mid-Atlantic Interior. (Early American Studies.) Philadelphia: University of Pennsylvania Press. 2010. Pp. vi, 287. $49.95. (2011) (0)
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers (2022) (0)
Towards Self-aware PerAda Systems (2010) (0)
Editorial: Reflecting on Thirty Years of ECJ. (2023) (0)
This Pervasive Day: Creative, Interactive Methods for Encouraging Public Engagement with FET Research (2011) (0)
Combining choices of heuristics. (2002) (0)
Kenneth E. Lewis. The Carolina Backcountry Venture: Tradition, Capital, and Circumstance in the Development of Camden and the Wateree Valley, 1740–1810. (2018) (0)
Agenda for Metaheuristic Standardization (2015) (0)
Session details: Workshop on problem understanding and real-world optimisation (2013) (0)
Plantation Enterprise in Colonial South Carolina . By S. Max Edelson. Cambridge, Mass.: Harvard University Press, 2006. xiii + 383 pp. Figures, illustrations, maps, notes, index. Cloth, $45.00. ISBN: 978-0-674-02303-1. (2008) (0)
Workshop Preface (2011) (0)
Being a leader or being the leader: The evolution of institutionalised hierarchy (2019) (0)
The secret life of the immune system: inspiring pervasive systems (2009) (0)
Artificial Immune Systems (Dagstuhl Seminar 11172) (2011) (0)
Women@GECCO 2016 Chairs' Welcome (2016) (0)
Pleece, Khan and Jones, Freedom Bound: Escaping Slavery in Scotland (2020) (0)
Guest Editorial: Special Issue on Emergent Topics in Artificial Immune Systems (2017) (0)
The Invention of Comfort: Sensibilities and Design in Early Modern Britain and Early America (2002) (0)
Incorporating emissions models within a multi-objectivevehicle routing problem (2013) (0)
Special issue on "New Network Paradigms" (2010) (0)
3rd AWARE Workshop on Challenges for Achieving Self-Awareness in Autonomic Systems (2013) (0)
Supporting Executive Function Development through Parent-Child Book Reading (2020) (0)
The American South: The View from the Atlantic World (2015) (0)
The Sculpture Question (2014) (0)
When Crayons Meet Tibetan Living Room Walls: Early Childhood in Exile (2020) (0)
Conference Report, EAUH, 2018, Rome (2019) (0)
Multiple-goal learning in robots using the MAXSON neural network architecture. (2002) (0)
Cities, States, and Citizens in the Atlantic World: Towards a New Narrative (2020) (0)
Stephen Hague. The Gentleman’s House in the British Atlantic World, 1680–1780. (2016) (0)
A role for immunology in 'next generation' robots. (2003) (0)
Slavery in Colonial America, 1619–1776 By Betty Wood (2006) (0)
DIGNEA: A tool to generate diverse and discriminatory instance suites for optimisation domains (2023) (0)
On the waterfront: wharfside spaces and economic culture in Britain’s Atlantic world (2015) (0)
Preserving the Classical Past: Sir William and Lady Emma Hamilton (2004) (0)
How to do things with cameras (2013) (0)
Seaport Cities in North America, 1600–1800 (2018) (0)
Clonal Selection from First Principles (2010) (0)
Artificial Immune Systems, 9th International Conference, ICARIS 2010, Edinburgh, UK, July 26-29, 2010. Proceedings (2010) (0)
The diversity-accuracy duality in ensembles of classifiers (2022) (0)
Early Registration Deadline : 1 st May (2017) (0)
Validation of a learning and evolving robot swarm (2017) (0)
A fuzzy logic controller applied to a diversity-based multi-objective evolutionary algorithm for single-objective optimisation (2014) (0)
On the Role of the AIS Practitioner (2013) (0)

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