Imran Ashraf
Orcid: 0000-0002-8271-6496
According to our database1,
Imran Ashraf
authored at least 231 papers
between 2004 and 2025.
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Bibliography
2025
J. Supercomput., January, 2025
ACM Comput. Surv., January, 2025
2024
Enhanced interpretable thyroid disease diagnosis by leveraging synthetic oversampling and machine learning models.
BMC Medical Informatics Decis. Mak., December, 2024
Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering.
J. Big Data, December, 2024
Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model.
J. Big Data, December, 2024
A systematic literature review of neuroimaging coupled with machine learning approaches for diagnosis of attention deficit hyperactivity disorder.
J. Big Data, December, 2024
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network.
J. Big Data, December, 2024
Detecting Thyroid Disease Using Optimized Machine Learning Model Based on Differential Evolution.
Int. J. Comput. Intell. Syst., December, 2024
J. Netw. Syst. Manag., October, 2024
Medical Biol. Eng. Comput., May, 2024
Int. J. Imaging Syst. Technol., May, 2024
Artificial intelligence-based myocardial infarction diagnosis: a comprehensive review of modern techniques.
Multim. Tools Appl., April, 2024
Incorporating Word Embedding and Hybrid Model Random Forest Softmax Regression for Predicting News Categories.
Multim. Tools Appl., March, 2024
Prosperous Human Gait Recognition: an end-to-end system based on pre-trained CNN features selection.
Multim. Tools Appl., February, 2024
Multim. Tools Appl., February, 2024
Sensors, January, 2024
Multim. Tools Appl., January, 2024
Novel 3-D Deep Neural Network Architecture for Crop Classification Using Remote Sensing-Based Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
PyDEMATEL: A Python-based tool implementing DEMATEL and fuzzy DEMATEL methods for improved decision making.
SoftwareX, 2024
PeerJ Comput. Sci., 2024
PeerJ Comput. Sci., 2024
PeerJ Comput. Sci., 2024
Contradiction in text review and apps rating: prediction using textual features and transfer learning.
PeerJ Comput. Sci., 2024
Multim. Tools Appl., 2024
Towards the development of believable agents: Adopting neural architectures and adaptive neuro-fuzzy inference system via playback of human traces.
J. King Saud Univ. Comput. Inf. Sci., 2024
An improved skin lesion detection solution using multi-step preprocessing features and NASNet transfer learning model.
Image Vis. Comput., 2024
BMC Medical Imaging, 2024
Hierarchical Attention Module-Based Hotspot Detection in Wafer Fabrication Using Convolutional Neural Network Model.
IEEE Access, 2024
A Detectability Analysis of Retinitis Pigmetosa Using Novel SE-ResNet Based Deep Learning Model and Color Fundus Images.
IEEE Access, 2024
A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities, and Future Directions.
IEEE Access, 2024
Enhancing Urban Traffic Management Through Real-Time Anomaly Detection and Load Balancing.
IEEE Access, 2024
A Novel Cycloidal Scanning LiDAR Sensor Using Risley Prism and Optical Orthogonal Frequency-Division Multiple Access for Aerial Applications.
IEEE Access, 2024
Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets.
IEEE Access, 2024
RoBERTaNET: Enhanced RoBERTa Transformer Based Model for Cyberbullying Detection With GloVe Features.
IEEE Access, 2024
IEEE Access, 2024
IEEE Access, 2024
Incorporating Meteorological Data and Pesticide Information to Forecast Crop Yields Using Machine Learning.
IEEE Access, 2024
Enhanced Machine Learning Ensemble Approach for Securing Small Unmanned Aerial Vehicles From GPS Spoofing Attacks.
IEEE Access, 2024
Securing Smart Contracts in Fog Computing: Machine Learning-Based Attack Detection for Registration and Resource Access Granting.
IEEE Access, 2024
IEEE Access, 2024
LCNN: Lightweight CNN Architecture for Software Defect Feature Identification Using Explainable AI.
IEEE Access, 2024
Detecting Pragmatic Ambiguity in Requirement Specification Using Novel Concept Maximum Matching Approach Based on Graph Network.
IEEE Access, 2024
Employing Siamese MaLSTM Model and ELMO Word Embedding for Quora Duplicate Questions Detection.
IEEE Access, 2024
Hybrid Machine Learning Model for Efficient Botnet Attack Detection in IoT Environment.
IEEE Access, 2024
IEEE Access, 2024
Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence.
IEEE Access, 2024
2023
Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review.
Sensors, December, 2023
J. Syst. Softw., December, 2023
DeepPatch: Maintaining Deep Learning Model Programs to Retain Standard Accuracy with Substantial Robustness Improvement.
ACM Trans. Softw. Eng. Methodol., November, 2023
A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry.
Sensors, November, 2023
A performance overview of machine learning-based defense strategies for advanced persistent threats in industrial control systems.
Comput. Secur., November, 2023
Improving Performance of Differential Evolution Using Multi-Population Ensemble Concept.
Symmetry, October, 2023
Differential Evolution Using Enhanced Mutation Strategy Based on Random Neighbor Selection.
Symmetry, October, 2023
A Meta Modeling-Based Interoperability and Integration Testing Platform for IoT Systems.
Sensors, October, 2023
Distributed Denial of Service Attack Detection in Network Traffic Using Deep Learning Algorithm.
Sensors, October, 2023
Detection of Drowsiness among Drivers Using Novel Deep Convolutional Neural Network Model.
Sensors, October, 2023
Performance evaluation of machine learning models on large dataset of android applications reviews.
Multim. Tools Appl., October, 2023
Unsupervised statistical image segmentation using bi-dimensional hidden Markov chains model with application to mammography images.
J. King Saud Univ. Comput. Inf. Sci., October, 2023
Improved particle swarm optimization based on blockchain mechanism for flexible job shop problem.
Clust. Comput., October, 2023
A Systematic Literature Review on Identifying Patterns Using Unsupervised Clustering Algorithms: A Data Mining Perspective.
Symmetry, September, 2023
Enhancing Diagnosis of Anterior and Inferior Myocardial Infarctions Using UWB Radar and AI-Driven Feature Fusion Approach.
Sensors, September, 2023
Efficient Classification of ECG Images Using a Lightweight CNN with Attention Module and IoT.
Sensors, September, 2023
Adaptive Filtering: Issues, Challenges, and Best-Fit Solutions Using Particle Swarm Optimization Variants.
Sensors, September, 2023
ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023
Secure Data Management Life Cycle for Government Big-Data Ecosystem: Design and Development Perspective.
Syst., August, 2023
Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning.
Sensors, August, 2023
Sensors, August, 2023
Sensors, August, 2023
An Intelligent Framework for Cyber-Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection.
Sensors, August, 2023
Sensors, July, 2023
Detecting ham and spam emails using feature union and supervised machine learning models.
Multim. Tools Appl., July, 2023
Emotion classification using temporal and spectral features from IR-UWB-based respiration data.
Multim. Tools Appl., May, 2023
Face mask detection using deep convolutional neural network and multi-stage image processing.
Image Vis. Comput., May, 2023
IEEE Trans. Intell. Transp. Syst., February, 2023
Sensors, February, 2023
J. Parallel Distributed Comput., February, 2023
Davida: A Decentralization Approach to Localizing Transaction Sequences for Debugging Transactional Atomicity Violations.
IEEE Trans. Reliab., 2023
Blockchain-Modeled Edge-Computing-Based Smart Home Monitoring System with Energy Usage Prediction.
Sensors, 2023
Sensors, 2023
DrunkChain: Blockchain-Based IoT System for Preventing Drunk Driving-Related Traffic Accidents.
Sensors, 2023
Sensors, 2023
Monitoring Acute Heart Failure Patients Using Internet-of-Things-Based Smart Monitoring System.
Sensors, 2023
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
Bidirectional encoder representations from transformers and deep learning model for analyzing smartphone-related tweets.
PeerJ Comput. Sci., 2023
What people think about fast food: opinions analysis and LDA modeling on fast food restaurants using unstructured tweets.
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
A novel approach for explicit song lyrics detection using machine and deep ensemble learning models.
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
Temporal analysis and opinion dynamics of COVID-19 vaccination tweets using diverse feature engineering techniques.
PeerJ Comput. Sci., 2023
Improving the review classification of Google apps using combined feature embedding and deep convolutional neural network model.
J. Ambient Intell. Humaniz. Comput., 2023
Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach.
Inf., 2023
Comput. Syst. Sci. Eng., 2023
Preventing Crimes Through Gunshots Recognition Using Novel Feature Engineering and Meta-Learning Approach.
IEEE Access, 2023
IEEE Access, 2023
IEEE Access, 2023
Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model.
IEEE Access, 2023
Coded Pulse Stream LiDAR Based on Optical Orthogonal Frequency-Division Multiple Access.
IEEE Access, 2023
A Systematic Survey of AI Models in Financial Market Forecasting for Profitability Analysis.
IEEE Access, 2023
IEEE Access, 2023
Performance Prediction of Students in Higher Education Using Multi-Model Ensemble Approach.
IEEE Access, 2023
Software Defects Identification: Results Using Machine Learning and Explainable Artificial Intelligence Techniques.
IEEE Access, 2023
IEEE Access, 2023
Artificial Intelligence and Behavioral Economics: A Bibliographic Analysis of Research Field.
IEEE Access, 2023
Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection.
IEEE Access, 2023
Unleashing the Potential of Blockchain and Machine Learning: Insights and Emerging Trends From Bibliometric Analysis.
IEEE Access, 2023
Securing Multi-Environment Networks using Versatile Synthetic Data Augmentation Technique and Machine Learning Algorithms.
Proceedings of the 20th Annual International Conference on Privacy, Security and Trust, 2023
Proceedings of the 21st Mediterranean Communication and Computer Networking Conference, 2023
2022
MagWi: Benchmark dataset for long term magnetic field and Wi-Fi data involving heterogeneous smartphones, multiple orientations, spatial diversity and multi-floor buildings.
Dataset, May, 2022
Intelligent Positioning System: Learning Indoor Mobility Behavior and Batch Affiliations.
Wirel. Pers. Commun., 2022
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
Predicting Students' Academic Performance with Conditional Generative Adversarial Network and Deep SVM.
Sensors, 2022
Antifragile and Resilient Geographical Information System Service Delivery in Fog Computing.
Sensors, 2022
Analysis and Implementation of Human Mobility Behavior Using Similarity Analysis Based on Co-Occurrence Matrix.
Sensors, 2022
Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach.
Sensors, 2022
Sensors, 2022
Sensors, 2022
Nested Bee Hive: A Conceptual Multilayer Architecture for 6G in Futuristic Sustainable Smart Cities.
Sensors, 2022
Wi-Fi Access Point Design Concept Targeting Indoor Positioning for Smartphones and IoT.
Sensors, 2022
Sensors, 2022
ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification.
Pattern Recognit. Lett., 2022
Comparative analysis of machine learning methods to detect fake news in an Urdu language <i>corpus</i>.
PeerJ Comput. Sci., 2022
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms.
PeerJ Comput. Sci., 2022
Comprehension of polarity of articles by citation sentiment analysis using TF-IDF and ML classifiers.
PeerJ Comput. Sci., 2022
Self voting classification model for online meeting app review sentiment analysis and topic modeling.
PeerJ Comput. Sci., 2022
Zero Touch Networks to Realize Virtualization: Opportunities, Challenges, and Future Prospects.
IEEE Netw., 2022
Automated disease diagnosis and precaution recommender system using supervised machine learning.
Multim. Tools Appl., 2022
Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry.
Knowl. Based Syst., 2022
A dual channel and node mobility based cognitive approach to optimize wireless networks in coal mines.
J. King Saud Univ. Comput. Inf. Sci., 2022
A novel improved random forest for text classification using feature ranking and optimal number of trees.
J. King Saud Univ. Comput. Inf. Sci., 2022
ACM J. Emerg. Technol. Comput. Syst., 2022
COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images.
J. Ambient Intell. Humaniz. Comput., 2022
Reduced features set neural network approach based on high-resolution time-frequency images for cardiac abnormality detection.
Comput. Biol. Medicine, 2022
Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care.
Big Data, 2022
Big Data, 2022
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure.
Big Data, 2022
Depression Classification From Tweets Using Small Deep Transfer Learning Language Models.
IEEE Access, 2022
Simulation and Assessment of Vertical Scaling for a Smart Campus Environment Using the Internet of Things.
IEEE Access, 2022
IEEE Access, 2022
Racism Detection by Analyzing Differential Opinions Through Sentiment Analysis of Tweets Using Stacked Ensemble GCR-NN Model.
IEEE Access, 2022
Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis.
IEEE Access, 2022
IEEE Access, 2022
A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges.
IEEE Access, 2022
Sentiment Analysis and Emotion Detection on Cryptocurrency Related Tweets Using Ensemble LSTM-GRU Model.
IEEE Access, 2022
IEEE Access, 2022
Proceedings of the 22nd IEEE International Conference on Software Quality, 2022
An Empirical Study on the Effects of Entry Function Pairs in Fuzzing Smart Contracts.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
2021
Respiration Based Non-Invasive Approach for Emotion Recognition Using Impulse Radio Ultra Wide Band Radar and Machine Learning.
Sensors, 2021
Sensors, 2021
Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors.
Sensors, 2021
An Optimized Approach to Channel Modeling and Impact of Deteriorating Factors on Wireless Communication in Underground Mines.
Sensors, 2021
Empirical Overview of Benchmark Datasets for Geomagnetic Field-Based Indoor Positioning.
Sensors, 2021
Remote. Sens., 2021
PeerJ Comput. Sci., 2021
Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms.
PeerJ Comput. Sci., 2021
Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model.
PeerJ Comput. Sci., 2021
Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks.
Int. J. Mach. Learn. Cybern., 2021
A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection.
Image Vis. Comput., 2021
Reinforcement-Learning-Enabled Massive Internet of Things for 6G Wireless Communications.
IEEE Commun. Stand. Mag., 2021
Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model.
Comput. Intell., 2021
Review prognosis system to predict employees job satisfaction using deep neural network.
Comput. Intell., 2021
Adaptable Reduced-Complexity Approach Based on State Vector Machine for Identification of Criminal Activists on Social Media.
IEEE Access, 2021
Determining the Efficiency of Drugs Under Special Conditions From Users' Reviews on Healthcare Web Forums.
IEEE Access, 2021
IEEE Access, 2021
Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model.
IEEE Access, 2021
Integrating Learning Analytics and Collaborative Learning for Improving Student's Academic Performance.
IEEE Access, 2021
IEEE Access, 2021
Resolving Energy Consumption Issues and Spectrum Allocation for Future Broadband Networks.
IEEE Access, 2021
MagWi: Benchmark Dataset for Long Term Magnetic Field and Wi-Fi Data Involving Heterogeneous Smartphones, Multiple Orientations, Spatial Diversity and Multi-Floor Buildings.
IEEE Access, 2021
OPE: Transforming Programs with Clean and Precise Separation of Tested Intraprocedural Program Paths with Path Profiling.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021
Proceedings of the 21st IEEE International Conference on Software Quality, 2021
WANA: Symbolic Execution of Wasm Bytecode for Extensible Smart Contract Vulnerability Detection.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021
2020
IEEE Trans. Emerg. Top. Comput., 2020
DeepLocate: Smartphone Based Indoor Localization with a Deep Neural Network Ensemble Classifier.
Sensors, 2020
Enhancing Performance of Magnetic Field Based Indoor Localization Using Magnetic Patterns from Multiple Smartphones.
Sensors, 2020
J. Vis. Commun. Image Represent., 2020
An investigative analysis on finding patterns in co-author and co-institution networks for LIDAR research.
Int. Arab J. Inf. Technol., 2020
Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model.
IEEE Access, 2020
IEEE Access, 2020
StomachNet: Optimal Deep Learning Features Fusion for Stomach Abnormalities Classification.
IEEE Access, 2020
A Comprehensive Analysis of Magnetic Field Based Indoor Positioning With Smartphones: Opportunities, Challenges and Practical Limitations.
IEEE Access, 2020
GasFuzzer: Fuzzing Ethereum Smart Contract Binaries to Expose Gas-Oriented Exception Security Vulnerabilities.
IEEE Access, 2020
MINLOC: Magnetic Field Patterns-Based Indoor Localization Using Convolutional Neural Networks.
IEEE Access, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
2019
Ranked Sense Multiple Access Control Protocol for Multichannel Cognitive Radio-Based IoT Networks.
Sensors, 2019
Sensors, 2019
Indoor Positioning on Disparate Commercial Smartphones Using Wi-Fi Access Points Coverage Area.
Sensors, 2019
GUIDE: Smartphone sensors-based pedestrian indoor localization with heterogeneous devices.
Int. J. Commun. Syst., 2019
Entropy, 2019
IEEE Access, 2019
Proceedings of the 19th IEEE International Conference on Software Quality, 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the Short Paper Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation - Work-in-Progress Papers (IPIN-WiP 2019) co-located with the Tenth International Conference on Indoor Positioning and Indoor Navigation (IPIN 2019), Pisa, Italy, September 30th, 2019
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019
2018
IEEE Trans. Computers, 2018
BLocate: A Building Identification Scheme in GPS Denied Environments Using Smartphone Sensors.
Sensors, 2018
2017
An Investigation of Interpolation Techniques to Generate 2D Intensity Image From LIDAR Data.
IEEE Access, 2017
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Finding Factors and Vehicles Involved in Two-Vehicle Accidents Through the Use of Social Network Analysis.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
PhD thesis, 2016
2015
Proceedings of the 2015 IEEE Computer Society Annual Symposium on VLSI, 2015
Proceedings of the 10th International Design & Test Symposium, 2015
Heterogeneous Hardware Accelerators with Hybrid Interconnect: An Automated Design Approach.
Proceedings of the 2015 International Conference on Advanced Computing and Applications, 2015
2014
Skill Specific Spoken Dialogues Based Personalized ATM Design to Maximize Effective Interaction for Visually Impaired Persona.
Proceedings of the Design, User Experience, and Usability. User Experience Design Practice, 2014
2013
Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013
2012
Proceedings of the International Workshop on Dynamic Analysis: held in conjunction with the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2012), 2012
Task Scheduling in Large-scale Distributed Systems Utilizing Partial Reconfigurable Processing Elements.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
The Q2 Profiling Framework: Driving Application Mapping for Heterogeneous Reconfigurable Platforms.
Proceedings of the Reconfigurable Computing: Architectures, Tools and Applications, 2012
2011
2010
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010
Proceedings of IEEE International Conference on Communications, 2010
2009
Impact of Interfering Bluetooth Piconets on a Collocated -Persistent CSMA-Based WLAN.
IEEE Trans. Veh. Technol., 2009
Proceedings of the IEEE 20th International Symposium on Personal, 2009
2008
Proceedings of the IEEE 19th International Symposium on Personal, 2008
2007
On the Capacity of Different Channel Selection Strategies for Multicast Transmissions in WCDMA.
IEEE Trans. Veh. Technol., 2007
2006
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006
Proceedings of IEEE International Conference on Communications, 2006
2004
Impact of code orthogonality, power control error and source activity on the capacity of multicast transmissions in WCDMA.
Proceedings of the IEEE 15th International Symposium on Personal, 2004