Amir Ahmad

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 28

Top Venues

CoRR

J. Intell. Fuzzy Syst.

IEEE Access

Expert Syst. Appl.

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Ali Nawaz, Shehroz S. Khan, Amir Ahmad
Ensemble of Autoencoders for Anomaly Detection in Biomedical Data: A Narrative Review. IEEE Access 12 (2024)
Deepthi Amuru, Andleeb Zahra, Harsha V. Vudumula, Pavan K. Cherupally, Sushanth R. Gurram, Amir Ahmad, Zia Abbas
AI/ML algorithms and applications in VLSI design and technology. Integr. 93 (2023)
Alia AlNeyadi, Ashwaq AlMarri, Salha AlKuwaiti, Amir Ahmad
A Study of the Effect of Vaccinated Populations on the Prediction Accuracy of the Regression Models for Daily Covid-19 Cases Prediction. IIT (2023)
Ashutosh Pathy, Andleeb Zahra, Amir Ahmad, Zia Abbas
A High PSRR CMOS Voltage and Current Reference in One Circuit Without Amplifier for Low Power Applications. ICM (2023)
Moomal Farhad, Mohammad Mehedy Masud, Azam Beg, Amir Ahmad, Luai Awad Ahmed, Sehar Memon
A data-efficient zero-shot and few-shot Siamese approach for automated diagnosis of left ventricular hypertrophy. Comput. Biol. Medicine 163 (2023)
Deepthi Amuru, Harsha V. Vudumula, Pavan K. Cherupally, Sushanth R. Gurram, Amir Ahmad, Andleeb Zahra, Zia Abbas
AI/ML Algorithms and Applications in VLSI Design and Technology. CoRR (2022)
Nasloon Ali, Wasif Khan, Amir Ahmad, Mohammad Mehedy Masud, Hiba Adam, Luai Awad Ahmed
Predictive Modeling for the Diagnosis of Gestational Diabetes Mellitus Using Epidemiological Data in the United Arab Emirates. Inf. 13 (10) (2022)
Wasif Khan, Nazar Zaki, Amir Ahmad, Mohammad Mehedy Masud, Luqman Ali, Nasloon Ali, Luai Awad Ahmed
Mixed Data Imputation Using Generative Adversarial Networks. IEEE Access 10 (2022)
Amir Ahmad, Ourooj Safi, Sharaf Jameel Malebary, Sami Alesawi, Entisar S. Alkayal
Decision Tree Ensembles to Predict Coronavirus Disease 2019 Infection: A Comparative Study. Complex. 2021 (2021)
Amir Ahmad, Shehroz S. Khan
-A novel initial partition generation algorithm for clustering mixed data using k-means-based clustering. Expert Syst. Appl. 167 (2021)
Khaled Al Rabaiei, Fady Alnajjar, Amir Ahmad
Kano Model Integration with Data Mining to Predict Customer Satisfaction. Big Data Cogn. Comput. 5 (4) (2021)
Mohd Yousuf Ansari, Mainuddin, Amir Ahmad, Gopal Bhushan
Spatiotemporal trajectory clustering: A clustering algorithm for spatiotemporal data. Expert Syst. Appl. 178 (2021)
Amir Ahmad, Sunita Garhwal, Santosh Kumar Ray, Gagan Kumar, Sharaf Jameel Malebary, Omar Mohammed Omar Barukab
The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges. CoRR (2020)
Mohd Yousuf Ansari, Amir Ahmad, Shehroz S. Khan, Gopal Bhushan, Mainuddin
Spatiotemporal clustering: a review. Artif. Intell. Rev. 53 (4) (2020)
Amir Ahmad, Omar Barukab
A Novel Approach to Identify the Categories of Attributes for the Three-Factor Structure in Customer Satisfaction. Complex. 2020 (2020)
Amir Ahmad, Shehroz S. Khan
Survey of State-of-the-Art Mixed Data Clustering Algorithms. IEEE Access 7 (2019)
Amir Ahmad, Shehroz S. Khan
A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. CoRR (2019)
Amir Ahmad, Srikanth Bezawada
OCCER- One-Class Classification by Ensembles of Regression models. CoRR (2019)
Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
Bootstrapping and multiple imputation ensemble approaches for classification problems. J. Intell. Fuzzy Syst. 37 (6) (2019)
Santosh Kumar Ray, Amir Ahmad, Ch. Aswani Kumar
Review and Implementation of Topic Modeling in Hindi. Appl. Artif. Intell. 33 (11) (2019)
Amir Ahmad, Shehroz S. Khan, Ajay Kumar
Learning regression problems by using classifiers. J. Intell. Fuzzy Syst. 35 (1) (2018)
Amir Ahmad, Shehroz S. Khan
A Survey of Mixed Data Clustering Algorithms. CoRR (2018)
Shehroz S. Khan, Amir Ahmad
Relationship between Variants of One-Class Nearest Neighbors and Creating Their Accurate Ensembles. IEEE Trans. Knowl. Data Eng. 30 (9) (2018)
Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data. CoRR (2018)
Amir Ahmad, Hamza A. S. Abujabal, Ch. Aswani Kumar
Random Subclasses Ensembles by Using 1-Nearest Neighbor Framework. Int. J. Pattern Recognit. Artif. Intell. 31 (10) (2017)
Amir Ahmad
Evaluation of the relationship between brand measures and customer satisfaction by using data mining techniques. J. Intell. Fuzzy Syst. 33 (4) (2017)
Amir Ahmad, Sarosh Hashmi
K-Harmonic means type clustering algorithm for mixed datasets. Appl. Soft Comput. 48 (2016)
Shehroz S. Khan, Amir Ahmad
Equivalence Among Different Variants of One-Class Nearest Neighbours and Creating Their Accurate Ensembles. CoRR (2016)
Amir Ahmad, Gavin Brown
Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data. Inf. Sci. 296 (2015)
Amir Ahmad, Gavin Brown
Random Projection Random Discretization Ensembles - Ensembles of Linear Multivariate Decision Trees. IEEE Trans. Knowl. Data Eng. 26 (5) (2014)
Amir Ahmad, Sami M. Halawani, Ibrahim A. Albidewi
Consistency of randomized and finite sized decision tree ensembles. Pattern Anal. Appl. 17 (1) (2014)
Amir Ahmad
Decision tree ensembles based on kernel features. Appl. Intell. 41 (3) (2014)
Shehroz S. Khan, Amir Ahmad
Cluster center initialization algorithm for K-modes clustering. Expert Syst. Appl. 40 (18) (2013)
Amir Ahmad, Sami M. Halawani, Ibrahim A. Albidewi
Novel ensemble methods for regression via classification problems. Expert Syst. Appl. 39 (7) (2012)
Shehroz S. Khan, Amir Ahmad
Cluster Center Initialization for Categorical Data Using Multiple Attribute Clustering. MultiClust@SDM (2012)
Amir Ahmad, Lipika Dey, Sami M. Halawani
A rule-based method for identifying the factor structure in customer satisfaction. Inf. Sci. 198 (2012)
Sami M. Halawani, Amir Ahmad
Ensemble Methods for Prediction of Parkinson Disease. IDEAL (2012)
Amir Ahmad, Lipika Dey
A k-means type clustering algorithm for subspace clustering of mixed numeric and categorical datasets. Pattern Recognit. Lett. 32 (7) (2011)
Amir Ahmad, Gavin Brown
A Study of Random Linear Oracle Ensembles. MCS (2009)
Amir Ahmad, Gavin Brown
Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data. MCS (2009)
Amir Ahmad, Lipika Dey
A method to compute distance between two categorical values of same attribute in unsupervised learning for categorical data set. Pattern Recognit. Lett. 28 (1) (2007)
Amir Ahmad, Lipika Dey
A k-mean clustering algorithm for mixed numeric and categorical data. Data Knowl. Eng. 63 (2) (2007)
Amir Ahmad, Lipika Dey
Algorithm for Fuzzy Clustering of Mixed Data with Numeric and Categorical Attributes. ICDCIT (2005)
Lipika Dey, Amir Ahmad, Sachin Kumar
Finding Interesting Rules Exploiting Rough Memberships. PReMI (2005)
Amir Ahmad, Lipika Dey
A feature selection technique for classificatory analysis. Pattern Recognit. Lett. 26 (1) (2005)
Shehroz S. Khan, Amir Ahmad
Cluster center initialization algorithm for K-means clustering. Pattern Recognit. Lett. 25 (11) (2004)
Lipika Dey, Nitish Jain, Nishta Dhawan, Amir Ahmad
A Co-occurrence Based Clustering Algorithm for Categorical Data. IICAI (2003)
Amir Ahmad, Shehroz S. Khan
Generating K-Prototype Points for Unsupervised Learning. IICAI (2003)
Amir Ahmad, Lipika Dey
Attribute Selection for Classificatory Analysis Using a Probabilistic Approach. ICVGIP (2002)

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Publication Activity (10 Years)

Top Topics

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Amir Ahmad