Amir Ahmad - RankMe

57 papers C 1Misc 1Journal 43Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond Rebalancing: Benchmarking Binary Classifiers Under Class Imbalance Without Rebalancing Techniques. CoRR Ali Nawaz, Amir Ahmad, Shehroz S. Khan
2025	J	`jnl`	Fall detection system using tabular GAN for data augmentation with integration of isolation forest model. Appl. Soft Comput. Ali Nawaz, Najah Abu Ali, Amir Ahmad
2025	J	`jnl`	One-class classification with node embedding type features. Inf. Sci. Amir Ahmad, Shehroz S. Khan
2025	J	`jnl`	Randomized processes to create diverse models for One-class classifier ensembles. Appl. Soft Comput. Deepthi Amuru, Amir Ahmad, Zia Abbas
2025	J	`jnl`	Student Performance Prediction with Decision Tree Ensembles and Feature Selection Techniques. J. Inf. Knowl. Manag. Amir Ahmad, Santosh Kumar Ray, Md. Tabrej Khan, Ali Nawaz
2024	J	`jnl`	A Theoretical Study of the Representational Power of Weighted Randomised Univariate Regression Tree Ensembles. J. Inf. Knowl. Manag. Amir Ahmad, Sami M. Halawani, Ajay Kumar, Arshad Hashmi, Mutasem Jarrah, Abdul Rafey Ahmad, Zia Abbas
2024	—	`conf`	Autoencoder-based Arrhythmia Detection using Synthetic ECG Generation Technique. EMBC Ali Nawaz, Mubarak Albarka Umar, Khaled Shuaib, Amir Ahmad, Abdelkader Nasreddine Belkacem
2024	J	`jnl`	Ensemble of Autoencoders for Anomaly Detection in Biomedical Data: A Narrative Review. IEEE Access Ali Nawaz, Shehroz S. Khan, Amir Ahmad
2023	—	`conf`	A High PSRR CMOS Voltage and Current Reference in One Circuit Without Amplifier for Low Power Applications. ICM Ashutosh Pathy, Andleeb Zahra, Amir Ahmad, Zia Abbas
2023	—	`conf`	A Study of the Effect of Vaccinated Populations on the Prediction Accuracy of the Regression Models for Daily Covid-19 Cases Prediction. IIT Alia AlNeyadi, Ashwaq AlMarri, Salha AlKuwaiti, Amir Ahmad
2023	J	`jnl`	A data-efficient zero-shot and few-shot Siamese approach for automated diagnosis of left ventricular hypertrophy. Comput. Biol. Medicine Moomal Farhad, Mohammad Mehedy Masud, Azam Beg, Amir Ahmad, Luai Awad Ahmed, Sehar Memon
2023	J	`jnl`	AI/ML algorithms and applications in VLSI design and technology. Integr. Deepthi Amuru, Andleeb Zahra, Harsha V. Vudumula, Pavan K. Cherupally, Sushanth R. Gurram, Amir Ahmad, Zia Abbas
2023	—	`conf`	Explainable Artificial Intelligence in Medical Diagnostics: Insights into Alzheimer's Disease. PKDD/ECML Workshops (4) Ali Nawaz, Amir Ahmad
2022	J	`jnl`	AI/ML Algorithms and Applications in VLSI Design and Technology. CoRR Deepthi Amuru, Harsha V. Vudumula, Pavan K. Cherupally, Sushanth R. Gurram, Amir Ahmad, Andleeb Zahra, Zia Abbas
2022	J	`jnl`	Mixed Data Imputation Using Generative Adversarial Networks. IEEE Access Wasif Khan, Nazar Zaki, Amir Ahmad, Mohammad Mehedy Masud, Luqman Ali, Nasloon Ali, Luai Awad Ahmed
2022	J	`jnl`	Predictive Modeling for the Diagnosis of Gestational Diabetes Mellitus Using Epidemiological Data in the United Arab Emirates. Inf. Nasloon Ali, Wasif Khan, Amir Ahmad, Mohammad Mehedy Masud, Hiba Adam, Luai Awad Ahmed
2021	J	`jnl`	Decision Tree Ensembles to Predict Coronavirus Disease 2019 Infection: A Comparative Study. Complex. Amir Ahmad, Ourooj Safi, Sharaf Jameel Malebary, Sami Alesawi, Entisar S. Alkayal
2021	J	`jnl`	Kano Model Integration with Data Mining to Predict Customer Satisfaction. Big Data Cogn. Comput. Khaled Al Rabaiei, Fady Alnajjar, Amir Ahmad
2021	J	`jnl`	Spatiotemporal trajectory clustering: A clustering algorithm for spatiotemporal data. Expert Syst. Appl. Mohd Yousuf Ansari, Mainuddin, Amir Ahmad, Gopal Bhushan
2020	J	`jnl`	A Novel Approach to Identify the Categories of Attributes for the Three-Factor Structure in Customer Satisfaction. Complex. Amir Ahmad, Omar Barukab
2020	J	`jnl`	Spatiotemporal clustering: a review. Artif. Intell. Rev. Mohd Yousuf Ansari, Amir Ahmad, Shehroz S. Khan, Gopal Bhushan, Mainuddin
2020	J	`jnl`	The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges. CoRR Amir Ahmad, Sunita Garhwal, Santosh Kumar Ray, Gagan Kumar, Sharaf Jameel Malebary, Omar Mohammed Omar Barukab
2019	J	`jnl`	A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. CoRR Amir Ahmad, Shehroz S. Khan
2019	J	`jnl`	Bootstrapping and multiple imputation ensemble approaches for classification problems. J. Intell. Fuzzy Syst. Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
2019	J	`jnl`	OCCER- One-Class Classification by Ensembles of Regression models. CoRR Amir Ahmad, Srikanth Bezawada
2019	J	`jnl`	Review and Implementation of Topic Modeling in Hindi. Appl. Artif. Intell. Santosh Kumar Ray, Amir Ahmad, Ch. Aswani Kumar
2019	J	`jnl`	Survey of State-of-the-Art Mixed Data Clustering Algorithms. IEEE Access Amir Ahmad, Shehroz S. Khan
2018	J	`jnl`	A Survey of Mixed Data Clustering Algorithms. CoRR Amir Ahmad, Shehroz S. Khan
2018	J	`jnl`	Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data. CoRR Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
2018	J	`jnl`	Learning regression problems by using classifiers. J. Intell. Fuzzy Syst. Amir Ahmad, Shehroz S. Khan, Ajay Kumar
2018	J	`jnl`	Relationship between Variants of One-Class Nearest Neighbors and Creating Their Accurate Ensembles. IEEE Trans. Knowl. Data Eng. Shehroz S. Khan, Amir Ahmad
2017	J	`jnl`	Evaluation of the relationship between brand measures and customer satisfaction by using data mining techniques. J. Intell. Fuzzy Syst. Amir Ahmad
2017	J	`jnl`	Random Subclasses Ensembles by Using 1-Nearest Neighbor Framework. Int. J. Pattern Recognit. Artif. Intell. Amir Ahmad, Hamza A. S. Abujabal, Ch. Aswani Kumar
2016	J	`jnl`	Equivalence Among Different Variants of One-Class Nearest Neighbours and Creating Their Accurate Ensembles. CoRR Shehroz S. Khan, Amir Ahmad
2016	J	`jnl`	K-Harmonic means type clustering algorithm for mixed datasets. Appl. Soft Comput. Amir Ahmad, Sarosh Hashmi
2015	J	`jnl`	Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data. Inf. Sci. Amir Ahmad, Gavin Brown
2014	J	`jnl`	Consistency of randomized and finite sized decision tree ensembles. Pattern Anal. Appl. Amir Ahmad, Sami M. Halawani, Ibrahim A. Albidewi
2014	J	`jnl`	Decision tree ensembles based on kernel features. Appl. Intell. Amir Ahmad
2014	J	`jnl`	Random Projection Random Discretization Ensembles - Ensembles of Linear Multivariate Decision Trees. IEEE Trans. Knowl. Data Eng. Amir Ahmad, Gavin Brown
2013	J	`jnl`	Cluster center initialization algorithm for K-modes clustering. Expert Syst. Appl. Shehroz S. Khan, Amir Ahmad
2012	J	`jnl`	A rule-based method for identifying the factor structure in customer satisfaction. Inf. Sci. Amir Ahmad, Lipika Dey, Sami M. Halawani
2012	—	`conf`	Cluster Center Initialization for Categorical Data Using Multiple Attribute Clustering. MultiClust@SDM Shehroz S. Khan, Amir Ahmad
2012	C	`conf`	Ensemble Methods for Prediction of Parkinson Disease. IDEAL Sami M. Halawani, Amir Ahmad
2012	J	`jnl`	Novel ensemble methods for regression via classification problems. Expert Syst. Appl. Amir Ahmad, Sami M. Halawani, Ibrahim A. Albidewi
2011	J	`jnl`	A k-means type clustering algorithm for subspace clustering of mixed numeric and categorical datasets. Pattern Recognit. Lett. Amir Ahmad, Lipika Dey
2009	—	`conf`	A Study of Random Linear Oracle Ensembles. MCS Amir Ahmad, Gavin Brown
2009	—	`—`	Data Transformation for Decision Tree Ensembles. Amir Ahmad
2009	—	`conf`	Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data. MCS Amir Ahmad, Gavin Brown
2007	J	`jnl`	A k-mean clustering algorithm for mixed numeric and categorical data. Data Knowl. Eng. Amir Ahmad, Lipika Dey
2007	J	`jnl`	A method to compute distance between two categorical values of same attribute in unsupervised learning for categorical data set. Pattern Recognit. Lett. Amir Ahmad, Lipika Dey
2005	J	`jnl`	A feature selection technique for classificatory analysis. Pattern Recognit. Lett. Amir Ahmad, Lipika Dey
2005	Misc	`conf`	Algorithm for Fuzzy Clustering of Mixed Data with Numeric and Categorical Attributes. ICDCIT Amir Ahmad, Lipika Dey
2005	—	`conf`	Finding Interesting Rules Exploiting Rough Memberships. PReMI Lipika Dey, Amir Ahmad, Sachin Kumar
2004	J	`jnl`	Cluster center initialization algorithm for K-means clustering. Pattern Recognit. Lett. Shehroz S. Khan, Amir Ahmad
2003	—	`conf`	A Co-occurrence Based Clustering Algorithm for Categorical Data. IICAI Lipika Dey, Nitish Jain, Nishta Dhawan, Amir Ahmad
2003	—	`conf`	Generating K-Prototype Points for Unsupervised Learning. IICAI Amir Ahmad, Shehroz S. Khan
2002	—	`conf`	Attribute Selection for Classificatory Analysis Using a Probabilistic Approach. ICVGIP Amir Ahmad, Lipika Dey