Amir Ahmad

According to our database1, Amir Ahmad
  • authored at least 27 papers between 2002 and 2018.
  • has a "Dijkstra number"2 of five.

Timeline

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PhD thesis 
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Bibliography

2018
Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data.
CoRR, 2018

2017
Evaluation of the relationship between brand measures and customer satisfaction by using data mining techniques.
Journal of Intelligent and Fuzzy Systems, 2017

Random Subclasses Ensembles by Using 1-Nearest Neighbor Framework.
IJPRAI, 2017

2016
Equivalence Among Different Variants of One-Class Nearest Neighbours and Creating Their Accurate Ensembles.
CoRR, 2016

K-Harmonic means type clustering algorithm for mixed datasets.
Appl. Soft Comput., 2016

2015
Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data.
Inf. Sci., 2015

2014
Random Projection Random Discretization Ensembles - Ensembles of Linear Multivariate Decision Trees.
IEEE Trans. Knowl. Data Eng., 2014

Consistency of randomized and finite sized decision tree ensembles.
Pattern Anal. Appl., 2014

Decision tree ensembles based on kernel features.
Appl. Intell., 2014

2013
Cluster center initialization algorithm for K-modes clustering.
Expert Syst. Appl., 2013

2012
A rule-based method for identifying the factor structure in customer satisfaction.
Inf. Sci., 2012

Novel ensemble methods for regression via classification problems.
Expert Syst. Appl., 2012

Cluster Center Initialization for Categorical Data Using Multiple Attribute Clustering.
Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

Ensemble Methods for Prediction of Parkinson Disease.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

2011
A k-means type clustering algorithm for subspace clustering of mixed numeric and categorical datasets.
Pattern Recognition Letters, 2011

2009
Data Transformation for Decision Tree Ensembles.
PhD thesis, 2009

A Study of Random Linear Oracle Ensembles.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

2007
A method to compute distance between two categorical values of same attribute in unsupervised learning for categorical data set.
Pattern Recognition Letters, 2007

A k-mean clustering algorithm for mixed numeric and categorical data.
Data Knowl. Eng., 2007

2005
A feature selection technique for classificatory analysis.
Pattern Recognition Letters, 2005

Finding Interesting Rules Exploiting Rough Memberships.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Algorithm for Fuzzy Clustering of Mixed Data with Numeric and Categorical Attributes.
Proceedings of the Distributed Computing and Internet Technology, 2005

2004
Cluster center initialization algorithm for K-means clustering.
Pattern Recognition Letters, 2004

2003
A Co-occurrence Based Clustering Algorithm for Categorical Data.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

Generating K-Prototype Points for Unsupervised Learning.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

2002
Attribute Selection for Classificatory Analysis Using a Probabilistic Approach.
Proceedings of the ICVGIP 2002, 2002


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