Amir Ahmad

IEEE Access, 2024

2023

AI/ML algorithms and applications in VLSI design and technology.

[BibT_eX]

[DOI]

Integr., November, 2023

A data-efficient zero-shot and few-shot Siamese approach for automated diagnosis of left ventricular hypertrophy.

[BibT_eX]

[DOI]

Moomal Farhad

Mohammad Mehedy Masud

Comput. Biol. Medicine, September, 2023

A Study of the Effect of Vaccinated Populations on the Prediction Accuracy of the Regression Models for Daily Covid-19 Cases Prediction.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Innovations in Information Technology, 2023

A High PSRR CMOS Voltage and Current Reference in One Circuit Without Amplifier for Low Power Applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Microelectronics, 2023

2022

Predictive Modeling for the Diagnosis of Gestational Diabetes Mellitus Using Epidemiological Data in the United Arab Emirates.

[BibT_eX]

[DOI]

Nasloon Ali

Wasif Khan

Mohammad Mehedy Masud

Hiba Adam

Luai Awad Ahmed

Inf., 2022

Mixed Data Imputation Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Wasif Khan

Nazar Zaki

Mohammad Mehedy Masud

Luqman Ali

Nasloon Ali

Luai Awad Ahmed

IEEE Access, 2022

2021

Spatiotemporal trajectory clustering: A clustering algorithm for spatiotemporal data.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

<i>initKmix</i>-A novel initial partition generation algorithm for clustering mixed data using k-means-based clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Decision Tree Ensembles to Predict Coronavirus Disease 2019 Infection: A Comparative Study.

[BibT_eX]

[DOI]

Ourooj Safi

Sharaf Jameel Malebary

Sami Alesawi

Entisar S. Alkayal

Complex., 2021

Kano Model Integration with Data Mining to Predict Customer Satisfaction.

[BibT_eX]

[DOI]

Khaled Al Rabaiei

Fady Alnajjar

Omar Mohammed Omar Barukab

Big Data Cogn. Comput., 2021

2020

The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges.

[BibT_eX]

[DOI]

Sharaf Jameel Malebary

CoRR, 2020

A Novel Approach to Identify the Categories of Attributes for the Three-Factor Structure in Customer Satisfaction.

[BibT_eX]

[DOI]

Omar Barukab

Complex., 2020

Spatiotemporal clustering: a review.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

2019

Bootstrapping and multiple imputation ensemble approaches for classification problems.

[BibT_eX]

[DOI]

Alex Mihailidis

J. Intell. Fuzzy Syst., 2019

OCCER- One-Class Classification by Ensembles of Regression models.

[BibT_eX]

[DOI]

Srikanth Bezawada

CoRR, 2019

A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets.

[BibT_eX]

[DOI]

CoRR, 2019

Survey of State-of-the-Art Mixed Data Clustering Algorithms.

[BibT_eX]

[DOI]

IEEE Access, 2019

Review and Implementation of Topic Modeling in Hindi.

[BibT_eX]

[DOI]

Santosh Kumar Ray

Ch. Aswani Kumar

Appl. Artif. Intell., 2019

2018

Relationship between Variants of One-Class Nearest Neighbors and Creating Their Accurate Ensembles.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Learning regression problems by using classifiers.

[BibT_eX]

[DOI]

Ajay Kumar

J. Intell. Fuzzy Syst., 2018

A Survey of Mixed Data Clustering Algorithms.

[BibT_eX]

[DOI]

CoRR, 2018

Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data.

[BibT_eX]

[DOI]

Alex Mihailidis

CoRR, 2018

2017

Evaluation of the relationship between brand measures and customer satisfaction by using data mining techniques.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2017

Random Subclasses Ensembles by Using 1-Nearest Neighbor Framework.

[BibT_eX]

[DOI]

Hamza A. S. Abujabal

Ch. Aswani Kumar

Int. J. Pattern Recognit. Artif. Intell., 2017

2016

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

[BibT_eX]

[DOI]

CoRR, 2016

K-Harmonic means type clustering algorithm for mixed datasets.

[BibT_eX]

[DOI]

Sarosh Hashmi

Appl. Soft Comput., 2016

2015

Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data.

[BibT_eX]

[DOI]

Inf. Sci., 2015

2014

Random Projection Random Discretization Ensembles - Ensembles of Linear Multivariate Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Consistency of randomized and finite sized decision tree ensembles.

[BibT_eX]

[DOI]

Ibrahim A. Albidewi

Pattern Anal. Appl., 2014

Decision tree ensembles based on kernel features.

[BibT_eX]

[DOI]

Appl. Intell., 2014

2013

Cluster center initialization algorithm for K-modes clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

2012

A rule-based method for identifying the factor structure in customer satisfaction.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Novel ensemble methods for regression via classification problems.

[BibT_eX]

[DOI]

Ibrahim A. Albidewi

Expert Syst. Appl., 2012

Cluster Center Initialization for Categorical Data Using Multiple Attribute Clustering.

[BibT_eX]

[DOI]

Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

Ensemble Methods for Prediction of Parkinson Disease.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

2009

Data Transformation for Decision Tree Ensembles.

[BibT_eX]

[DOI]

PhD thesis, 2009

A Study of Random Linear Oracle Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2007

A k-mean clustering algorithm for mixed numeric and categorical data.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2007

2005

A feature selection technique for classificatory analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

Finding Interesting Rules Exploiting Rough Memberships.

[BibT_eX]

[DOI]

Sachin Kumar

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Algorithm for Fuzzy Clustering of Mixed Data with Numeric and Categorical Attributes.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing and Internet Technology, 2005

2004

Cluster center initialization algorithm for K-means clustering.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2004

2003

A Co-occurrence Based Clustering Algorithm for Categorical Data.

[BibT_eX]

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

Generating K-Prototype Points for Unsupervised Learning.

[BibT_eX]

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

2002

Attribute Selection for Classificatory Analysis Using a Probabilistic Approach.

[BibT_eX]