Instruction scheduling using MAX-MIN ant system optimization
GLSVLSI '05 Proceedings of the 15th ACM Great Lakes symposium on VLSI
Ant colony system with communication strategies
Information Sciences—Informatics and Computer Science: An International Journal
Ant Algorithms: Theory and Applications
Programming and Computing Software
A Comprehensive Overview of the Applications of Artificial Life
Artificial Life
Introducing lateral thinking in search engines
Genetic Programming and Evolvable Machines
A new ant colony algorithm for multi-label classification with applications in bioinfomatics
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A new version of the ant-miner algorithm discovering unordered rule sets
Proceedings of the 8th annual conference on Genetic and evolutionary computation
An Ant Colony Optimization Algorithm for Learning Classification Rules
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
A hybrid PSO/ACO algorithm for classification
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Ant colony based rule generation for reusable software component retrieval
ISEC '08 Proceedings of the 1st India software engineering conference
An Ant Colony system for large-scale phylogenetic tree reconstruction
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary computation in bioinformatics
Application partitioning on programmable platforms using the ant colony optimization
Journal of Embedded Computing - Embeded Processors and Systems: Architectural Issues and Solutions for Emerging Applications
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes
ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
A hybrid PSO/ACO algorithm for discovering classification rules in data mining
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling
International Journal of Hybrid Intelligent Systems - Recent Advances in Intelligent Paradigms Fusion and Their Applications
Rule extraction for classification of acoustic emission signals using Ant Colony Optimisation
Engineering Applications of Artificial Intelligence
A bottom-up approach to discover transition rules of cellular automata using ant intelligence
International Journal of Geographical Information Science
Using a hybrid meta-evolutionary rule mining approach as a classification response model
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Discovering Interesting Classification Rules with Particle Swarm Algorithm
Advanced Web and NetworkTechnologies, and Applications
Applying artificial immune system and ant algorithm in air-conditioner market segmentation
Expert Systems with Applications: An International Journal
A self-generating fuzzy system with ant and particle swarm cooperative optimization
Expert Systems with Applications: An International Journal
Review: A review of ant algorithms
Expert Systems with Applications: An International Journal
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Advanced AI techniques for web mining
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
A New Method for Classifying Customer Purchasing Power
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Performance evaluation of evolutionary algorithms in classification of biomedical datasets
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Aggregation Pheromone Density Based Pattern Classification
Fundamenta Informaticae
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Ant intelligence for solving optimal path-covering problems with multi-objectives
International Journal of Geographical Information Science
TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks
Expert Systems with Applications: An International Journal
Exploring ant-based algorithms for gene expression data analysis
Artificial Intelligence in Medicine
Review: The use of computational intelligence in intrusion detection systems: A review
Applied Soft Computing
An efficient hybrid approach based on PSO, ACO and k-means for cluster analysis
Applied Soft Computing
Classification rule discovery with DE/QDE algorithm
Expert Systems with Applications: An International Journal
An intelligent testing system embedded with an ant colony optimization based test composition method
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Discovering classification rules for email spam filtering with an ant colony optimization algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A novel two level evolutionary approach for classification rules extraction
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
A PSO-Based Classification Rule Mining Algorithm
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Ant Colony Optimisation Classification for Gene Expression Data Analysis
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
An intelligent testing system embedded with an ant-colony-optimization-based test composition method
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Edge detection using ant colony search algorithm and multiscale contrast enhancement
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Ant colony based rule generation for reusable software component retrieval
ACM SIGSOFT Software Engineering Notes
Decision support for the maintenance management of green areas
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Continuous ant colony optimization in a SVR urban traffic forecasting model
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Designing fuzzy-rule-based systems using continuous ant-colony optimization
IEEE Transactions on Fuzzy Systems
Comparing several approaches for hierarchical classification of proteins with decision trees
BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Pheromone based energy aware directed diffusion algorithm for wireless sensor network
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Test case prioritization using ant colony optimization
ACM SIGSOFT Software Engineering Notes
Chemical-reaction-inspired metaheuristic for optimization
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Intelligent Transportation Systems
Hybridisation of particle swarm optimisation with area concentrated search
International Journal of Knowledge-based and Intelligent Engineering Systems
Expert Systems with Applications: An International Journal
Ant colony optimization for nonlinear AVO inversion of network traffic allocation optimization
Expert Systems with Applications: An International Journal
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Extensions to the ant-miner classification rule discovery algorithm
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Engineering Applications of Artificial Intelligence
A niched genetic programming algorithm for classification rules discovery in geographic databases
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
Ant colony optimization for logistic regression and its application to wine quality assessment
MMES'10 Proceedings of the 2010 international conference on Mathematical models for engineering science
MulO-AntMiner: a new ant colony algorithm for the multi-objective classification problem
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II
An adaptive discretization in the ACDT algorithm for continuous attributes
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
A multi-metaheuristic combined ACS-TSP system
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Analyzing test case selection & prioritization using ACO
ACM SIGSOFT Software Engineering Notes
High dynamic range optimal fuzzy color image enhancement using Artificial Ant Colony System
Applied Soft Computing
An improved ant colony optimisation and its application on multicast routing problem
International Journal of Wireless and Mobile Computing
AntTrend: stigmergetic discovery of spatial trends
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
A new classification-rule pruning procedure for an ant colony algorithm
EA'05 Proceedings of the 7th international conference on Artificial Evolution
Classification rule mining based on particle swarm optimization
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Continuous function optimization using hybrid ant colony approach with orthogonal design scheme
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Adaptive parallel ant colony optimization
ISPA'05 Proceedings of the Third international conference on Parallel and Distributed Processing and Applications
Ant-based approach to the knowledge fusion problem
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
An orthogonal search embedded ant colony optimization approach to continuous function optimization
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
Optimal matching of images using combined color feature and spatial feature
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Data Mining and Knowledge Discovery
International Journal of Business Intelligence and Data Mining
A novel data mining method based on ant colony algorithm
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Classification rule mining with an improved ant colony algorithm
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Nature-Inspired approaches to mining trend patterns in spatial databases
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Efficient and effective classification of creditworthiness using ant colony optimization
Proceedings of the 50th Annual Southeast Regional Conference
Some practical solutions to the uncertainties of the ant colony optimisation
International Journal of Computer Applications in Technology
Classifying Arabic web pages toolkit
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Multi-Objective ant programming for mining classification rules
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
A fuzzy classification system based on Ant Colony Optimization for diabetes disease diagnosis
Expert Systems with Applications: An International Journal
A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A hybrid network intrusion detection system using simplified swarm optimization (SSO)
Applied Soft Computing
Application with a hybrid ant colony optimisation in motif detecting problem
International Journal of Computer Applications in Technology
Aggregation Pheromone Density Based Pattern Classification
Fundamenta Informaticae
A space-based generic pattern for self-initiative load clustering agents
COORDINATION'12 Proceedings of the 14th international conference on Coordination Models and Languages
Extensions of ant-miner algorithm to deal with class imbalance problem
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Classification rule discovery with ant colony optimization algorithm
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Inducing decision trees with an ant colony optimization algorithm
Applied Soft Computing
Optimizing the modified fuzzy ant-miner for efficient medical diagnosis
Applied Intelligence
ABC-miner: an ant-based bayesian classification algorithm
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Improving the cAnt-MinerPB classification algorithm
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Improving peer review with ACORN: ACO algorithm for reviewer's network
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Automatic fault tracking based on ant colony algorithms
Computers & Geosciences
An improved particle swarm optimisation for solving generalised travelling salesman problem
International Journal of Computing Science and Mathematics
Concave minimum cost network flow problems solved with a colony of ants
Journal of Heuristics
ACO-Based bayesian network ensembles for the hierarchical classification of ageing-related proteins
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Aggregation pheromone metaphor for semi-supervised classification
Pattern Recognition
Improving the interpretability of classification rules discovered by an ant colony algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An interpretable classification rule mining algorithm
Information Sciences: an International Journal
Parallel multi-objective Ant Programming for classification using GPUs
Journal of Parallel and Distributed Computing
Data mining with ant colony algorithms
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Optimization algorithm based on biology life cycle theory
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
International Journal of Information Systems and Social Change
Applying Ant Colony Optimization to configuring stacking ensembles for data mining
Expert Systems with Applications: An International Journal
A new hybrid metaheuristic for medical data classification
International Journal of Metaheuristics
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Ant Colony Algorithms for Data Learning
International Journal of Applied Evolutionary Computation
Mining association rules with single and multi-objective grammar guided ant programming
Integrated Computer-Aided Engineering
Evolutionary approach for automated component-based decision tree algorithm design
Intelligent Data Analysis - Business Analytics and Intelligent Optimization
An intelligent algorithm: MACO for continuous optimization models
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Ant colony optimisation for vehicle traffic systems: applications and challenges
International Journal of Bio-Inspired Computation
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The paper proposes an algorithm for data mining called Ant-Miner (ant-colony-based data miner). The goal of Ant-Miner is to extract classification rules from data. The algorithm is inspired by both research on the behavior of real ant colonies and some data mining concepts as well as principles. We compare the performance of Ant-Miner with CN2, a well-known data mining algorithm for classification, in six public domain data sets. The results provide evidence that: 1) Ant-Miner is competitive with CN2 with respect to predictive accuracy, and 2) the rule lists discovered by Ant-Miner are considerably simpler (smaller) than those discovered by CN2