Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence
Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence
Experimental study of minimum cut algorithms
SODA '97 Proceedings of the eighth annual ACM-SIAM symposium on Discrete algorithms
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
Communications of the ACM
Fuzzy lattice neurocomputing (FLN) models
Neural Networks
A graph distance metric combining maximum common subgraph and minimum common supergraph
Pattern Recognition Letters
Principles of data mining
Clustering and Classification in Structured Data Domains Using Fuzzy Lattice Neurocomputing (FLN)
IEEE Transactions on Knowledge and Data Engineering
Self-organizing map for clustering in the graph domain
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Validation indices for graph clustering
Pattern Recognition Letters - Special issue: Graph-based representations in pattern recognition
Web page clustering using a self-organizing map of user navigation patterns
Decision Support Systems - Special issue: Web data mining
Simulating the Webgraph: A Comparative Analysis of Models
Computing in Science and Engineering
Measures of distributional similarity
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Knowledge-Based Clustering: From Data to Information Granules
Knowledge-Based Clustering: From Data to Information Granules
Exact and Approximate Graph Matching Using Random Walks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recursive self-organizing network models
Neural Networks - 2004 Special issue: New developments in self-organizing systems
2005 Special Issue: Learning protein secondary structure from sequential and relational data
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Neural Networks - Special issue on neural networks and kernel methods for structured domains
2005 Special Issue: The loading problem for recursive neural networks
Neural Networks - Special issue on neural networks and kernel methods for structured domains
2005 Speical Issue: Graph kernels for chemical informatics
Neural Networks - Special issue on neural networks and kernel methods for structured domains
A Binary Linear Programming Formulation of the Graph Edit Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory: Computational Intelligence and Soft Computing Applications (Studies in Computational Intelligence)
Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation
International Journal of Approximate Reasoning
Computational Intelligence Based on Lattice Theory
Computational Intelligence Based on Lattice Theory
A PCA approach for fast retrieval of structural patterns inattributed graphs
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
MetricMap: an embedding technique for processing distance-based queries in metric spaces
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Similarity-based approximate reasoning: methodology and application
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
On comparing bills of materials: a similarity/distance measure for unordered trees
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Optimal design of link structure for e-supermarket website
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Fuzzy risk analysis based on similarity measures of generalized fuzzy numbers
IEEE Transactions on Fuzzy Systems
A general framework for adaptive processing of data structures
IEEE Transactions on Neural Networks
On the implementation of frontier-to-root tree automata in recursive neural networks
IEEE Transactions on Neural Networks
A self-organizing map for adaptive processing of structured data
IEEE Transactions on Neural Networks
Contextual processing of structured data by recursive cascade correlation
IEEE Transactions on Neural Networks
Encoding nondeterministic fuzzy tree automata into recursive neural networks
IEEE Transactions on Neural Networks
Recursive processing of cyclic graphs
IEEE Transactions on Neural Networks
Information Sciences: an International Journal
Some remarks on the lattice of fuzzy intervals
Information Sciences: an International Journal
Evidence supporting measure of similarity for reducing the complexity in information fusion
Information Sciences: an International Journal
Fuzzy lattice classifier and its application to bearing fault diagnosis
Applied Soft Computing
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Learning parsimonious dendritic classifiers
Neurocomputing
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The fuzzy lattice reasoning (FLR) neural network was introduced lately based on an inclusion measure function. This work presents a novel FLR extension, namely agglomerative similarity measure FLR, or asmFLR for short, for clustering based on a similarity measure function, the latter (function) may also be based on a metric. We demonstrate application in a metric space emerging from a weighted graph towards partitioning it. The asmFLR compares favorably with four alternative graph-clustering algorithms from the literature in a series of computational experiments on artificial data. In addition, our work introduces a novel index for the quality of clustering, which (index) compares favorably with two popular indices from the literature.