Journal: Computational Intelligence
Improving Shift-Reduce Phrase-Structure Parsing with Constituent Boundary Information
Shift‐reduce parsing enjoys the property of efficiency because of the use of...
Exact and Heuristic Algorithms for Risk-Aware Stochastic Physical Search
Brown Daniel S
We consider an intelligent agent seeking to obtain an item from one of several...
ECOOP: Applying Dynamic Coalition Formation to the Power Regulation Problem in Smart Grids
In this work, we focus on one particular area of the smart grid, namely, the...
Bagged Subspaces for Unsupervised Outlier Detection
Ramon Pasillas-Daz Jos
In many domains, important events are not represented as the common scenario, but as...
Correction for Closeness: Adjusting Normalized Mutual Information Measure for Clustering Comparison
Normalized mutual information (NMI) is a widely used measure to compare community...
An Empirical Comparison of Search Approaches for Moving Agents
This study empirically compares existing search approaches used for path planning of...
False-Name Manipulation in Weighted Voting Games: Empirical and Theoretical Analysis
Lasisi Ramoni O
Weighted voting games are important in multiagent systems because of their usage in...
Word Sense Induction with Closed Frequent Termsets
The article is devoted to the problem of word sense induction. We propose a method for...
Relationship Identification Across Heterogeneous Online Social Networks
In the era of the social web, many people manage their social relationships through...
On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier System Ensemble Approaches for Data Mining Problems
Ensemble methods aim at combining multiple learning machines to improve the efficacy...
A Community Structure-Based Approach for Network Immunization
We propose a community structure‐based approach that does not require community...
Swallow: Resource and Tag Recommender System Based on Heat Diffusion Algorithm in Social Annotation Systems
Mahboob Vahideh Amel
Social annotation systems (SAS) allow users to annotate different online resources...
Deconstructing Computer Poets: Making Selected Processes Available as Services
The article explores the potential of redefining as services a number of...
Evolutionary Algorithm-Based Radial Basis Function Neural Network Training for Industrial Personal Computer Sales Forecasting
Kuo R J
Forecasting is one of the crucial factors in applications because it ensures the...
Multiobjective Optimization Techniques for Selecting Important Metrics in the Design of Ensemble Systems
Feitosa Neto Antonino A
Ensemble systems are classification structures that apply a two‐level...
Computational Technique for an Efficient Classification of Protein Sequences With Distance-Based Sequence Encoding Algorithm
Iqbal Muhammad Javed
Machine learning is being implemented in bioinformatics and computational biology to...
Concurrent Individual And Social Learning In Robot Teams
This article discusses effective mechanisms that enable a group of robots to...
Document Clustering With Dual Supervision Through Feature Reweighting
Traditional semi‐supervised clustering uses only limited user supervision in...
Applying Dynamic Training-Subset Selection Methods Using Genetic Programming for Forecasting Implied Volatility
Hamida Sana Ben
Volatility is a key variable in option pricing, trading, and hedging strategies. The...
A Generic Ensemble Approach to Estimate Multidimensional Likelihood in Bayesian Classifier Learning
In Bayesian classifier learning, estimating the joint probability distribution p(x,y)...
Multi-Unit Bayesian Auction with Demand or Budget Constraints
We consider the problem of revenue maximization on multi‐unit auctions where...
An Algorithm for Clustering Using L1-Norm Based on Hyperbolic Smoothing Technique
Bagirov Adil M
Cluster analysis deals with the problem of organization of a collection of objects...
A Rolling Grey Model Optimized by Particle Swarm Optimization in Economic Prediction
Grey system theory has been widely used to forecast the economic data that are often...
New Recommender Framework: Combining Semantic Similarity Fusion and Bicluster Collaborative Filtering
Gohari Faezeh S
Collaborative filtering (CF) systems help address information overload, by using the...
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