Analysis & Comparison of Neural Network Training Algorithms for the Joint Time-Frequency Analysis. - Jamil Ahmad; Imran Shafi; Syed Ismail Shah; Faisal M. Kashif (Artificial Intelligence and Applications, 2006)

Quantitative evaluation of concentrated time-frequency distributions. - Imran Shafi; Jamil Ahmad; Syed Ismail Shah; Faisal M. Kashif (EUSIPCO, 2009)

Techniques to Obtain Good Resolution and Concentrated Time-Frequency Distributions: A Review. - Imran Shafi; Jamil Ahmad; Syed Ismail Shah; Faisal M. Kashif (EURASIP J. Adv. Signal Process., 2009)

Validity-Guided Fuzzy Clustering Evaluation for Neural Network-Based Time-Frequency Reassignment. - Imran Shafi; Jamil Ahmad; Syed Ismail Shah; Ataul Aziz Ikram; Adnan Ahmad Khan; Sajid Bashir (EURASIP J. Adv. Signal Process., 2010)

High-Resolution Time-Frequency Methods' Performance Analysis. - Imran Shafi; Jamil Ahmad; Syed Ismail Shah; Ataul Aziz Ikram; Adnan Ahmad Khan; Sajid Bashir; Faisal M. Kashif (EURASIP J. Adv. Signal Process., 2010)

Forward only counter propagation network for balance scale weight & distance classification task. - Waqas Haider Bangyal; Jamil Ahmad; Imran Shafi; Qamar Abbas (NaBIC, 2011)

Neural network-based approach for the non-invasive diagnosis and classification of hepatotropic viral disease. - Sana Ansari; Imran Shafi; Jamil Ahmad; Syed Ismail Shah (IET Commun., 2012)

A Novel Radio Mode Identification Approach for Spectrum Sensing in Cognitive Radios. - Farrukh Javed; Imran Shafi; Asad Mahmood (Int. J. Commun. Networks Inf. Secur., 2012)

A forward only counter propagation network-based approach for contraceptive method choice classification task. - Waqas Haider Bangyal; Jamil Ahmad; Imran Shafi; Qamar Abbas (J. Exp. Theor. Artif. Intell., 2012)

Diagnosis of Vertebral Column Disorders Using Machine Learning Classifiers. - Sana Ansari; Faria Sajjad; Zia Ul-Qayyum; Nawazish Naveed; Imran Shafi (ICISA, 2013)

Energy efficient routing in mobile ad-hoc networks for Healthcare Environments. - Sohail Abid; Imran Shafi; Shahid Abid (CoRR, 2013)

Evaluation and Performance of Reactive Protocols Using Mobility Model. - Naveed Anjum; Imran Shafi; Sohail Abidi (CoRR, 2013)

Lateral Pre-crash Sensing and Avoidance in Emotion Enabled Cognitive Agent based Vehicle-2-Vehicle Communication System. - Faisal Riaz; Syed Ismail Shah; Muhammad Raees 002; Imran Shafi; Arslan Iqbal (Int. J. Commun. Networks Inf. Secur., 2013)

Intelligent Optimization of Wireless Sensor Networks through Bio-Inspired Computing: Survey and Future Directions. - Sohail Jabbar; Rabia Iram; Abid Ali Minhas; Imran Shafi; Shehzad Khalid; Muqeet Ahmad (Int. J. Distributed Sens. Networks, 2013)

Test Case Prioritization for NUnit Based Test Plans in Agile Environment. - Sohail Sarwar; Yasir Mahmood 001; Zia Ul-Qayyum; Imran Shafi (AIMSA, 2014)

Improving energy efficiency in MANET's for healthcare environments. - Sohail Abid; Imran Shafi; Shahid Abid (CoRR, 2014)

Optimal Spectrum Sensing Threshold for Unequal Priors Case. - Farrukh Javed; Imran Shafi; Asad Mahmood (Int. J. Commun. Networks Inf. Secur., 2014)

An architecture to analyze big data in the Internet of Things. - Sadia Din; Hemant Ghayvat; Anand Paul 001; Awais Ahmad 001; M. Mazhar Rathore; Imran Shafi (ICST, 2015)

Using physical layer clock recovery to augment application layer time synchronization. - S. M. Usman Hashmi; Imran Shafi; Jamil Ahmad; Anand Paul 001; Sang Oh Park (J. Supercomput., 2015)

Coin Recognition with Reduced Feature Set SIFT Algorithm Using Neural Network. - Ghulam Farooque; Allah Bux Sargano; Imran Shafi; Waqar Ali 001 (FIT, 2016)

Features Selection and Optimized Neural Network Architecture for Modelling Flows in Solar Collectors. - Shahzad Yousaf; Imran Shafi; Jamil Ahmad (FIT, 2017)

A Novel White Space Optimization Scheme Using Memory Enabled Genetic Algorithm in Cognitive Vehicular Communication. - Faisal Riaz; Imran Shafi; Sohail Jabbar; Shehzad Khalid; Seungmin Rho (Wirel. Pers. Commun., 2017)

MT-SECURER: multi-factors trust for secure and reliable routing in MANETs. - Zakir Ullah; Muhammad Hasan Islam; Adnan Ahmed Khan; Imran Shafi (Int. J. Ad Hoc Ubiquitous Comput., 2018)

An adaptive hybrid fuzzy-wavelet approach for image steganography using bit reduction and pixel adjustment. - Imran Shafi; Muhammad Noman; Moneeb Gohar; Awais Ahmad 001; Murad Khan; Sadia Din; Syed Hassan Ahmed; Jamil Ahmad (Soft Comput., 2018)

Abnormality Detection in Cardiac Signals using Pseudo Wigner-Ville Distribution with Pre-trained Convolutional Neural Network. - Manahil Zulfiqar; Muhammad Fasih Uddin Butt; Asma Rama; Imran Shafi (ICSPCS, 2019)

A big data analytical framework for analyzing solar energy receptors using evolutionary computing approach. - Shahzad Yousaf; Imran Shafi; Sadia Din; Anand Paul 001; Jamil Ahmad (J. Ambient Intell. Humaniz. Comput., 2019)

Using Functional Magnetic Resonance Imaging and Personal Characteristics Features for Detection of Neurological Conditions. - Batool Rathore; Muhammad Awais 002; Muhammad Usama Usman; Imran Shafi; Waqas Ahmed (MLCN/RNO-AI@MICCAI, 2020)

Adaptable Reduced-Complexity Approach Based on State Vector Machine for Identification of Criminal Activists on Social Media. - Imran Shafi; Sadia Din; Zahid Hussain; Imran Ashraf; Gyu Sang Choi (IEEE Access, 2021)

Artificial neural networks as clinical decision support systems. - Imran Shafi; Sana Ansari; Sadia Din; Gwanggil Jeon; Anand Paul 001 (Concurr. Comput. Pract. Exp., 2021)

A computationally intelligent neural network-based nonlinear autoregressive exogenous balancing approach for real-time processing in industrial applications using big data. - Imran Shafi; Zeeshan Malik; Sadia Din; Gwanggil Jeon; Jamil Ahmad (Concurr. Comput. Pract. Exp., 2021)

Swarm Intelligence-Based Uplink Power Control in Cognitive Internet of Things (CIoT) for Underlay Environment. - Babar Sultan; Imran Shafi; Jamil Ahmad (Int. J. Appl. Metaheuristic Comput., 2021)

Reduced features set neural network approach based on high-resolution time-frequency images for cardiac abnormality detection. - Imran Shafi; Aesar Aziz; Sadia Din; Imran Ashraf (Comput. Biol. Medicine, 2022)

IoT Enabled Intelligent Stick for Visually Impaired People for Obstacle Recognition. - Muhammad Siddique Farooq; Imran Shafi; Harris Khan; Isabel de la Torre Díez; Jose Breñosa; Julio César Martínez Espinosa; Imran Ashraf (Sensors, 2022)

A Systematic Survey of AI Models in Financial Market Forecasting for Profitability Analysis. - Bilal Hassan Ahmed Khattak; Imran Shafi; Abdul Saboor Khan; Emmanuel Soriano Flores; Roberto García Lara; Md Abdus Samad; Imran Ashraf (IEEE Access, 2023)

Software Cost and Effort Estimation: Current Approaches and Future Trends. - Chaudhary Hamza Rashid; Imran Shafi; Jamil Ahmad; Ernesto Bautista Thompson; Manuel Masias Vergara; Isabel de la Torre Díez; Imran Ashraf (IEEE Access, 2023)

Teeth Lesion Detection Using Deep Learning and the Internet of Things Post-COVID-19. - Imran Shafi; Muhammad Sajad; Anum Fatima; Daniel Gavilanes Aray; Vivian Lipari; Isabel de la Torre Díez; Imran Ashraf (Sensors, 2023)

Adaptive Filtering: Issues, Challenges, and Best-Fit Solutions Using Particle Swarm Optimization Variants. - Arooj Khan; Imran Shafi; Sajid Gul Khawaja; Isabel de la Torre Díez; Miguel Angel López Flores; Juan Castanedo Galán; Imran Ashraf (Sensors, 2023)

A Systematic Literature Review on Identifying Patterns Using Unsupervised Clustering Algorithms: A Data Mining Perspective. - Mahnoor Chaudhry; Imran Shafi; Mahnoor Mahnoor; Debora Libertad Ramírez Vargas; Ernesto Bautista Thompson; Imran Ashraf (Symmetry, 2023)

A Meta Modeling-Based Interoperability and Integration Testing Platform for IoT Systems. - Qasim Ali Shah; Imran Shafi; Jamil Ahmad; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf (Sensors, 2023)

Improving Federated Learning Efficiency with PruneFL: A Healthcare Perspective. - Alvina Shahid; Muhammad Muneeb Arshad; Farooque Azam; Muhammad Waseem Anwar; Imran Shafi (ICCPR, 2024)

A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities, and Future Directions. - Mahnoor; Imran Shafi; Mahnoor Chaudhry; Elizabeth Caro Montero; Eduardo Silva Alvarado; Isabel de la Torre Díez; Md Abdus Samad; Imran Ashraf (IEEE Access, 2024)

Virtual histopathology methods in medical imaging - a systematic review. - Muhammad Talha Imran; Imran Shafi; Jamil Ahmad; Muhammad Fasih Uddin Butt; Santos Gracia Villar; Eduardo Garcia Villena; Tahir Khurshaid; Imran Ashraf (BMC Medical Imaging, 2024)

Cancer detection and classification using a simplified binary state vector machine. - Imran Shafi; Sana Ansari; Sadia Din; Imran Ashraf (Medical Biol. Eng. Comput., 2024)

Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model. - Bilal Hassan Ahmed Khattak; Imran Shafi; Chaudhary Hamza Rashid; Mejdl S. Safran; Sultan Alfarhood; Imran Ashraf (J. Big Data, 2024)

Advancement in medical report generation: current practices, challenges, and future directions. - Marwareed Rehman; Imran Shafi; Jamil Ahmad; Carlos Osorio Garcia; Alina Eugenia Pascual Barrera; Imran Ashraf (Medical Biol. Eng. Comput., 2025)