Attribute Selection for Classificatory Analysis Using a Probabilistic Approach. - Amir Ahmad; Lipika Dey (ICVGIP, 2002)

Generating K-Prototype Points for Unsupervised Learning. - Amir Ahmad; Shehroz S. Khan (IICAI, 2003)

A Co-occurrence Based Clustering Algorithm for Categorical Data. - Lipika Dey; Nitish Jain; Nishta Dhawan; Amir Ahmad (IICAI, 2003)

Cluster center initialization algorithm for K-means clustering. - Shehroz S. Khan; Amir Ahmad (Pattern Recognit. Lett., 2004)

Algorithm for Fuzzy Clustering of Mixed Data with Numeric and Categorical Attributes. - Amir Ahmad; Lipika Dey (ICDCIT, 2005)

Finding Interesting Rules Exploiting Rough Memberships. - Lipika Dey; Amir Ahmad; Sachin Kumar (PReMI, 2005)

A feature selection technique for classificatory analysis. - Amir Ahmad; Lipika Dey (Pattern Recognit. Lett., 2005)

A k-mean clustering algorithm for mixed numeric and categorical data. - Amir Ahmad; Lipika Dey (Data Knowl. Eng., 2007)

A method to compute distance between two categorical values of same attribute in unsupervised learning for categorical data set. - Amir Ahmad; Lipika Dey (Pattern Recognit. Lett., 2007)

Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data. - Amir Ahmad; Gavin Brown 001 (MCS, 2009)

A Study of Random Linear Oracle Ensembles. - Amir Ahmad; Gavin Brown 001 (MCS, 2009)

Data Transformation for Decision Tree Ensembles. - Amir Ahmad (2009)

A k-means type clustering algorithm for subspace clustering of mixed numeric and categorical datasets. - Amir Ahmad; Lipika Dey (Pattern Recognit. Lett., 2011)

Ensemble Methods for Prediction of Parkinson Disease. - Sami M. Halawani; Amir Ahmad (IDEAL, 2012)

Cluster Center Initialization for Categorical Data Using Multiple Attribute Clustering. - Shehroz S. Khan; Amir Ahmad (MultiClust@SDM, 2012)

Novel ensemble methods for regression via classification problems. - Amir Ahmad; Sami M. Halawani; Ibrahim A. Albidewi (Expert Syst. Appl., 2012)

A rule-based method for identifying the factor structure in customer satisfaction. - Amir Ahmad; Lipika Dey; Sami M. Halawani (Inf. Sci., 2012)

Cluster center initialization algorithm for K-modes clustering. - Shehroz S. Khan; Amir Ahmad (Expert Syst. Appl., 2013)

Decision tree ensembles based on kernel features. - Amir Ahmad (Appl. Intell., 2014)

Consistency of randomized and finite sized decision tree ensembles. - Amir Ahmad; Sami M. Halawani; Ibrahim A. Albidewi (Pattern Anal. Appl., 2014)

Random Projection Random Discretization Ensembles - Ensembles of Linear Multivariate Decision Trees. - Amir Ahmad; Gavin Brown 001 (IEEE Trans. Knowl. Data Eng., 2014)

Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data. - Amir Ahmad; Gavin Brown 001 (Inf. Sci., 2015)

K-Harmonic means type clustering algorithm for mixed datasets. - Amir Ahmad; Sarosh Hashmi (Appl. Soft Comput., 2016)

Equivalence Among Different Variants of One-Class Nearest Neighbours and Creating Their Accurate Ensembles. - Shehroz S. Khan; Amir Ahmad (CoRR, 2016)

Random Subclasses Ensembles by Using 1-Nearest Neighbor Framework. - Amir Ahmad; Hamza A. S. Abujabal; Ch. Aswani Kumar (Int. J. Pattern Recognit. Artif. Intell., 2017)

Evaluation of the relationship between brand measures and customer satisfaction by using data mining techniques. - Amir Ahmad (J. Intell. Fuzzy Syst., 2017)

Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data. - Shehroz S. Khan; Amir Ahmad; Alex Mihailidis (CoRR, 2018)

A Survey of Mixed Data Clustering Algorithms. - Amir Ahmad; Shehroz S. Khan (CoRR, 2018)

Learning regression problems by using classifiers. - Amir Ahmad; Shehroz S. Khan; Ajay Kumar 003 (J. Intell. Fuzzy Syst., 2018)

Relationship between Variants of One-Class Nearest Neighbors and Creating Their Accurate Ensembles. - Shehroz S. Khan; Amir Ahmad (IEEE Trans. Knowl. Data Eng., 2018)

Review and Implementation of Topic Modeling in Hindi. - Santosh Kumar Ray; Amir Ahmad; Ch. Aswani Kumar (Appl. Artif. Intell., 2019)

Survey of State-of-the-Art Mixed Data Clustering Algorithms. - Amir Ahmad; Shehroz S. Khan (IEEE Access, 2019)

A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. - Amir Ahmad; Shehroz S. Khan (CoRR, 2019)

OCCER- One-Class Classification by Ensembles of Regression models. - Amir Ahmad; Srikanth Bezawada (CoRR, 2019)

Bootstrapping and multiple imputation ensemble approaches for classification problems. - Shehroz S. Khan; Amir Ahmad; Alex Mihailidis (J. Intell. Fuzzy Syst., 2019)

Spatiotemporal clustering: a review. - Mohd Yousuf Ansari; Amir Ahmad; Shehroz S. Khan; Gopal Bhushan; Mainuddin (Artif. Intell. Rev., 2020)

A Novel Approach to Identify the Categories of Attributes for the Three-Factor Structure in Customer Satisfaction. - Amir Ahmad; Omar Barukab (Complex., 2020)

The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges. - Amir Ahmad; Sunita Garhwal; Santosh Kumar Ray; Gagan Kumar; Sharaf Jameel Malebary; Omar Mohammed Omar Barukab (CoRR, 2020)

Kano Model Integration with Data Mining to Predict Customer Satisfaction. - Khaled Al Rabaiei; Fady Alnajjar; Amir Ahmad (Big Data Cogn. Comput., 2021)

Decision Tree Ensembles to Predict Coronavirus Disease 2019 Infection: A Comparative Study. - Amir Ahmad; Ourooj Safi; Sharaf Jameel Malebary; Sami Alesawi; Entisar S. Alkayal (Complex., 2021)

initKmix-A novel initial partition generation algorithm for clustering mixed data using k-means-based clustering. - Amir Ahmad; Shehroz S. Khan (Expert Syst. Appl., 2021)

Spatiotemporal trajectory clustering: A clustering algorithm for spatiotemporal data. - Mohd Yousuf Ansari; Mainuddin; Amir Ahmad; Gopal Bhushan (Expert Syst. Appl., 2021)

Mixed Data Imputation Using Generative Adversarial Networks. - Wasif Khan; Nazar Zaki; Amir Ahmad; Mohammad Mehedy Masud; Luqman Ali; Nasloon Ali; Luai Awad Ahmed (IEEE Access, 2022)

Predictive Modeling for the Diagnosis of Gestational Diabetes Mellitus Using Epidemiological Data in the United Arab Emirates. - Nasloon Ali; Wasif Khan; Amir Ahmad; Mohammad Mehedy Masud; Hiba Adam; Luai Awad Ahmed (Inf., 2022)

A High PSRR CMOS Voltage and Current Reference in One Circuit Without Amplifier for Low Power Applications. - Ashutosh Pathy; Andleeb Zahra; Amir Ahmad; Zia Abbas (ICM, 2023)

A Study of the Effect of Vaccinated Populations on the Prediction Accuracy of the Regression Models for Daily Covid-19 Cases Prediction. - Alia AlNeyadi; Ashwaq AlMarri; Salha AlKuwaiti; Amir Ahmad (IIT, 2023)

Explainable Artificial Intelligence in Medical Diagnostics: Insights into Alzheimer's Disease. - Ali Nawaz; Amir Ahmad (PKDD/ECML Workshops (4), 2023)

A data-efficient zero-shot and few-shot Siamese approach for automated diagnosis of left ventricular hypertrophy. - Moomal Farhad; Mohammad Mehedy Masud; Azam Beg; Amir Ahmad; Luai Awad Ahmed; Sehar Memon (Comput. Biol. Medicine, 2023)

AI/ML algorithms and applications in VLSI design and technology. - Deepthi Amuru; Andleeb Zahra; Harsha V. Vudumula; Pavan K. Cherupally; Sushanth R. Gurram; Amir Ahmad; Zia Abbas (Integr., 2023)

Autoencoder-based Arrhythmia Detection using Synthetic ECG Generation Technique. - Ali Nawaz; Mubarak Albarka Umar; Khaled Shuaib; Amir Ahmad; Abdelkader Nasreddine Belkacem (EMBC, 2024)

Ensemble of Autoencoders for Anomaly Detection in Biomedical Data: A Narrative Review. - Ali Nawaz; Shehroz S. Khan; Amir Ahmad (IEEE Access, 2024)

A Theoretical Study of the Representational Power of Weighted Randomised Univariate Regression Tree Ensembles. - Amir Ahmad; Sami M. Halawani; Ajay Kumar 003; Arshad Hashmi; Mutasem Jarrah; Abdul Rafey Ahmad; Zia Abbas (J. Inf. Knowl. Manag., 2024)

Randomized processes to create diverse models for One-class classifier ensembles. - Deepthi Amuru; Amir Ahmad; Zia Abbas (Appl. Soft Comput., 2025)

One-class classification with node embedding type features. - Amir Ahmad; Shehroz S. Khan (Inf. Sci., 2025)

Student Performance Prediction with Decision Tree Ensembles and Feature Selection Techniques. - Amir Ahmad; Santosh Kumar Ray; Md. Tabrej Khan; Ali Nawaz (J. Inf. Knowl. Manag., 2025)