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2020 – today
- 2024
[j95]Himanshu Dhumras
, Varun Shukla, Rakesh Kumar Bajaj, Maha Driss, Wadii Boulila:
On Similarity Measures of Complex Picture Fuzzy Sets With Applications in the Field of Pattern Recognition. IEEE Access 12: 83104-83117 (2024)- [j94]Syed M. Aqleem Abbas, Muazzam A. Khan Khattak, Wadii Boulila, Anis Koubaa, Muhammad Shahbaz Khan, Jawad Ahmad:
UAVs and Blockchain Synergy: Enabling Secure Reputation-Based Federated Learning in Smart Cities. IEEE Access 12: 154035-154053 (2024) - [j93]Mujeeb Ur Rehman, Arslan Shafique, Muhammad Shahbaz Khan, Maha Driss, Wadii Boulila, Yazeed Yasin Ghadi, Suresh Babu Changalasetty, Majed Alhaisoni, Jawad Ahmad:
A novel medical image data protection scheme for smart healthcare system. CAAI Trans. Intell. Technol. 9(4): 821-836 (2024) - [j92]Wadii Boulila:
An approach based on performer-attention-guided few-shot learning model for plant disease classification. Earth Sci. Informatics 17(4): 3797-3809 (2024) - [j91]Donghua Jiang, Nestor Tsafack, Wadii Boulila, Jawad Ahmad, J. J. Barba-Franco:
ASB-CS: Adaptive sparse basis compressive sensing model and its application to medical image encryption. Expert Syst. Appl. 236: 121378 (2024) - [j90]Wadii Boulila, Eman Alshanqiti, Ayyub Alzahem, Anis Koubaa, Nabil Mlaiki:
An effective weight initialization method for deep learning: Application to satellite image classification. Expert Syst. Appl. 254: 124344 (2024) - [j89]Giuseppe Varone, Wadii Boulila, Angelo Pascarella, Sara Gasparini, Umberto Aguglia:
Instrumentation for TMS-EEG Experiment: ArTGen and a Custom EEG Interface. Int. J. Imaging Syst. Technol. 34(4) (2024) - [j88]Giuseppe Varone, Wadii Boulila, Maha Driss, Saru Kumari, Muhammad Khurram Khan, Thippa Reddy Gadekallu, Amir Hussain:
Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications. Inf. Fusion 101: 102006 (2024) - [j87]Ali Akbar Siddique, Nada Alasbali, Maha Driss, Wadii Boulila, Mohammed S. Alshehri, Jawad Ahmad:
Sustainable collaboration: Federated learning for environmentally conscious forest fire classification in Green Internet of Things (IoT). Internet Things 25: 101013 (2024) - [j86]Loai Kayed B. Melhim, Mahdi Jemmali, Wadii Boulila, Mamoun Alazab, Shalli Rani, Hamish Campbell, Hajer Amdouni:
Leveraging Drone-Assisted Surveillance for Effective Forest Conservation: A Case Study in Australia's Daintree Rainforest. IEEE Internet Things J. 11(19): 31167-31179 (2024) - [j85]Shahid Latif, Wadii Boulila, Anis Koubaa, Zhuo Zou, Jawad Ahmad:
DTL-IDS: An optimized Intrusion Detection Framework using Deep Transfer Learning and Genetic Algorithm. J. Netw. Comput. Appl. 221: 103784 (2024) - [j84]Himanshu Dhumras, Prashant Kumar Shukla, Rakesh Kumar Bajaj, Wadii Boulila, Varun Shukla, Piyush Kumar Shukla, Vinodh Kumar Minchula, Sajjad Hussain Chauhdary:
Industry 5.0 Enablers in Consumer Electronics Market Assessment Under T-Spherical Fuzzy Integrated Decision-Making Approach. IEEE Trans. Consumer Electron. 70(1): 1443-1451 (2024) - [j83]Ali Akbar Siddique, Wadii Boulila, Mohammed S. Alshehri, Fawad Ahmed, Thippa Reddy Gadekallu, Nancy Victor, Muhammed Tahir Qadri, Jawad Ahmad:
Privacy-Enhanced Pneumonia Diagnosis: IoT-Enabled Federated Multi-Party Computation in Industry 5.0. IEEE Trans. Consumer Electron. 70(1): 1923-1939 (2024) - [j82]Sidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu:
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. IEEE Trans. Consumer Electron. 70(1): 2170-2177 (2024) - [j81]Sidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor:
Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. IEEE Trans. Consumer Electron. 70(1): 4470-4477 (2024) - [j80]Arfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong:
Privacy Preserved and Decentralized Smartphone Recommendation System. IEEE Trans. Consumer Electron. 70(1): 4617-4624 (2024) - [c37]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa:
Strengthening Network Intrusion Detection in IoT Environments with Self-supervised Learning and Few Shot Learning. ICCCI (2) 2024: 83-96 - [c36]Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa:
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures. ICCCI (2) 2024: 280-292 - [i31]Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa:
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures. CoRR abs/2405.20230 (2024) - [i30]Wadii Boulila, Eman Alshanqiti, Ayyub Alzahem, Anis Koubaa, Nabil Mlaiki:
An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification. CoRR abs/2406.00348 (2024) - [i29]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa:
Strengthening Network Intrusion Detection in IoT Environments with Self-Supervised Learning and Few Shot Learning. CoRR abs/2406.02636 (2024) - [i28]Muhammad Arslan, Muhammad Mubeen, Saadullah Farooq Abbasi, Muhammad Shahbaz Khan, Wadii Boulila, Jawad Ahmad:
A Single Channel-Based Neonatal Sleep-Wake Classification using Hjorth Parameters and Improved Gradient Boosting. CoRR abs/2408.07925 (2024) - 2023
- [j79]Mrinalini Rana, Omdev Dahiya, Parminder Singh, Wadii Boulila, Adel Ammar:
Grouped ABC for Feature Selection and Mean-Variance Optimization for Rule Mining: A Hybrid Framework. IEEE Access 11: 85747-85759 (2023) - [j78]Mahdi Jemmali, Wadii Boulila, Asma Cherif, Maha Driss:
Efficient Storage Approach for Big Data Analytics: An Iterative-Probabilistic Method for Dynamic Resource Allocation of Big Satellite Images. IEEE Access 11: 91526-91538 (2023) - [j77]Ameen Banjar, Mahdi Jemmali, Loai Kayed B. Melhim, Wadii Boulila, Talel Ladhari, Akram Y. Sarhan:
Intelligent Scheduling Algorithms for the Enhancement of Drone-Based Innovative Logistic Supply Chain Systems. IEEE Access 11: 102418-102429 (2023) - [j76]Safi Ullah, Wadii Boulila, Anis Koubâa, Jawad Ahmad:
MAGRU-IDS: A Multi-Head Attention-Based Gated Recurrent Unit for Intrusion Detection in IIoT Networks. IEEE Access 11: 114590-114601 (2023) - [j75]Anis Koubaa, Wadii Boulila, Lahouari Ghouti, Ayyub Alzahem, Shahid Latif:
Exploring ChatGPT Capabilities and Limitations: A Survey. IEEE Access 11: 118698-118721 (2023) - [j74]Wadii Boulila, Ayyub Alzahem, Anis Koubaa, Bilel Benjdira, Adel Ammar:
Early detection of red palm weevil infestations using deep learning classification of acoustic signals. Comput. Electron. Agric. 212: 108154 (2023) - [j73]Zahid Khan, Anis Koubaa, Bilel Benjdira, Wadii Boulila:
A game theory approach for smart traffic management. Comput. Electr. Eng. 110: 108825 (2023) - [j72]Safi Ullah, Jawad Ahmad, Muazzam Ali Khan, Mohammed S. Alshehri, Wadii Boulila, Anis Koubaa, Sana Ullah Jan, M. Munawwar Iqbal Ch:
TNN-IDS: Transformer neural network-based intrusion detection system for MQTT-enabled IoT Networks. Comput. Networks 237: 110072 (2023) - [j71]Manel Khazri Khlifi, Wadii Boulila, Imed Riadh Farah:
Graph-based deep learning techniques for remote sensing applications: Techniques, taxonomy, and applications - A comprehensive review. Comput. Sci. Rev. 50: 100596 (2023) - [j70]Ayyub Alzahem, Wadii Boulila, Anis Koubaa, Zahid Khan, Ibrahim Alturki:
Improving satellite image classification accuracy using GAN-based data augmentation and vision transformers. Earth Sci. Informatics 16(4): 4169-4186 (2023) - [j69]Anas M. Ali, Bilel Benjdira, Anis Koubaa, Wadii Boulila, Walid El Shafai:
TESR: Two-Stage Approach for Enhancement and Super-Resolution of Remote Sensing Images. Remote. Sens. 15(9): 2346 (2023) - [j68]Adel Ammar, Anis Koubaa, Wadii Boulila, Bilel Benjdira, Yasser AlHabashi:
A Multi-Stage Deep-Learning-Based Vehicle and License Plate Recognition System with Real-Time Edge Inference. Sensors 23(4): 2120 (2023) - [j67]Anas M. Ali, Bilel Benjdira, Anis Koubaa, Walid El Shafai, Zahid Khan, Wadii Boulila:
Vision Transformers in Image Restoration: A Survey. Sensors 23(5): 2385 (2023) - [j66]Omar Farooq, Parminder Singh, Mustapha Hedabou, Wadii Boulila, Bilel Benjdira:
Machine Learning Analytic-Based Two-Staged Data Management Framework for Internet of Things. Sensors 23(5): 2427 (2023) - [j65]Maha Driss, Wadii Boulila, Haithem Mezni, Mokhtar Sellami, Safa Ben Atitallah, Nouf Alharbi:
An Evidence Theory Based Embedding Model for the Management of Smart Water Environments. Sensors 23(10): 4672 (2023) - [j64]Ankita Sharma, Shalli Rani, Dipak Kumar Sah, Zahid Khan, Wadii Boulila:
HOMLC-Hyperparameter Optimization for Multi-Label Classification of Intrusion Detection Data for Internet of Things Network. Sensors 23(19): 8333 (2023) - [j63]Fatma S. Alrayes, Mohammed Zakariah, Maha Driss, Wadii Boulila:
Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis. Sensors 23(20): 8362 (2023) - [j62]Divya Gupta, Shivani Wadhwa, Shalli Rani, Zahid Khan, Wadii Boulila:
EEDC: An Energy Efficient Data Communication Scheme Based on New Routing Approach in Wireless Sensor Networks for Future IoT Applications. Sensors 23(21): 8839 (2023) - [j61]Phani Yedlapalli, Gajula Naveen Venkata Kishore, Wadii Boulila, Anis Koubaa, Nabil Mlaiki:
Toward Enhanced Geological Analysis: A Novel Approach Based on Transmuted Semicircular Distribution. Symmetry 15(11): 2030 (2023) - [j60]Mahdi Jemmali, Ali Kashif Bashir, Wadii Boulila, Loai Kayed B. Melhim, Rutvij H. Jhaveri, Jawad Ahmad:
An Efficient Optimization of Battery-Drone-Based Transportation Systems for Monitoring Solar Power Plant. IEEE Trans. Intell. Transp. Syst. 24(12): 15633-15641 (2023) - [j59]Fawad Ahmed, Muneeb Ur Rehman, Jawad Ahmad, Muhammad Shahbaz Khan, Wadii Boulila, Gautam Srivastava, Jerry Chun-Wei Lin, William J. Buchanan:
A DNA Based Colour Image Encryption Scheme Using A Convolutional Autoencoder. ACM Trans. Multim. Comput. Commun. Appl. 19(3s): 128:1-128:21 (2023) - [j58]Wadii Boulila, Muhib Al-kmali, Mohammed Farid, Hamzah Mugahed:
A business intelligence based solution to support academic affairs: case of Taibah University. Wirel. Networks 29(3): 1051-1058 (2023) - [c35]Umer Saeed, Dingchang Zheng, Behzad Ali Shah, Syed Ikram Shah, Sana Ullah Jan, Jawad Ahmad, Qammer H. Abbasi, Syed Aziz Shah, Wadii Boulila:
Contactless Breathing Waveform Detection Through RF Sensing: Radar vs. Wi-Fi Techniques. ComNet 2023: 1-10 - [c34]Oumar Khlelfa, Aymen Yahyaoui, Mouna Ben Azaiz, Anwer Ncibi, Ezzedine Gazouani, Adel Ammar, Wadii Boulila:
Interpretation of Immunofluorescence Slides by Deep Learning Techniques: Anti-nuclear Antibodies Case Study. ICCCI (CCIS Volume) 2023: 110-122 - [c33]Mahdi Jemmali, Loai Kayed B. Melhim, Wadii Boulila, Mafawez T. Alharbi:
Optimizing Fire Control Monitoring System in Smart Cities. ICCCI 2023: 497-509 - [c32]Muhammad Zakir Khan, Jawad Ahmad, Wadii Boulila, Matthew Broadbent, Syed Aziz Shah, Anis Koubaa, Qammer H. Abbasi:
Contactless Human Activity Recognition using Deep Learning with Flexible and Scalable Software Define Radio. IWCMC 2023: 126-131 - [c31]Anwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad:
Distributed Twins in Edge Computing: Blockchain and IOTA. IWCMC 2023: 327-332 - [c30]Mahdi Jemmali, Loai Kayed B. Melhim, Wadii Boulila, Hajer Amdouni, Mafawez T. Alharbi:
Optimizing Forest Fire Prevention: Intelligent Scheduling Algorithms for Drone-Based Surveillance System. KES 2023: 1562-1571 - [c29]Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah:
Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graphs. KES 2023: 2467-2476 - [c28]Ayyub Alzahem, Shahid Latif, Wadii Boulila, Anis Koubaa:
Unlocking the Potential of Medical Imaging with ChatGPT's Intelligent Diagnostics. KES 2023: 3583-3592 - [c27]Yosra Hajjaji, Ayyub Alzahem, Wadii Boulila, Imed Riadh Farah, Anis Koubaa:
Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil. KES 2023: 4952-4962 - [c26]Oussama Belhouichet, Aymen Yahyaoui, Wadii Boulila, Aref Zribi, Rabah Attia:
The Power of Prognosis: Cox Model Prediction of Disease-Free Survival in Colon Cancer. MEDI Workshops 2023: 107-120 - [c25]Safi Ullah, Wadii Boulila, Anis Koubaa, Zahid Khan, Jawad Ahmad:
ABDNN-IDS: Attention-Based Deep Neural Networks for Intrusion Detection in Industrial IoT. VTC Fall 2023: 1-5 - [i27]Bilel Benjdira, Anis Koubaa, Ahmad Taher Azar, Zahid Khan, Adel Ammar, Wadii Boulila:
TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial Systems. CoRR abs/2303.00337 (2023) - [i26]Muhammad Zakir Khan, Jawad Ahmad, Wadii Boulila, Matthew Broadbent, Syed Aziz Shah, Anis Koubaa, Qammer H. Abbasi:
Contactless Human Activity Recognition using Deep Learning with Flexible and Scalable Software Define Radio. CoRR abs/2304.09756 (2023) - [i25]Anis Koubaa, Basit Qureshi, Adel Ammar, Zahid Khan, Wadii Boulila, Lahouari Ghouti:
Humans are Still Better than ChatGPT: Case of the IEEEXtreme Competition. CoRR abs/2305.06934 (2023) - [i24]Ayyub Alzahem, Shahid Latif, Wadii Boulila, Anis Koubaa:
Unlocking the Potential of Medical Imaging with ChatGPT's Intelligent Diagnostics. CoRR abs/2305.07429 (2023) - [i23]Anwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad:
Distributed Twins in Edge Computing: Blockchain and IOTA. CoRR abs/2305.07453 (2023) - [i22]Mahdi Jemmali, Loai Kayed B. Melhim, Wadii Boulila, Hajer Amdouni, Mafawez T. Alharbi:
Optimizing Forest Fire Prevention: Intelligent Scheduling Algorithms for Drone-Based Surveillance System. CoRR abs/2305.10444 (2023) - [i21]Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah:
Modeling Complex Object Changes in Satellite Image Time-Series: Approach based on CSP and Spatiotemporal Graph. CoRR abs/2305.15091 (2023) - [i20]Oumar Khlelfa, Aymen Yahyaoui, Mouna Ben Azaiz, Anwer Ncibi, Ezzedine Gazouani, Adel Ammar, Wadii Boulila:
Interpretation of immunofluorescence slides by deep learning techniques: anti-nuclear antibodies case study. CoRR abs/2306.12432 (2023) - [i19]Yosra Hajjaji, Ayyub Alzahem, Wadii Boulila, Imed Riadh Farah, Anis Koubaa:
Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil. CoRR abs/2306.16862 (2023) - [i18]Wadii Boulila, Ayyub Alzahem, Anis Koubaa, Bilel Benjdira, Adel Ammar:
Early Detection of Red Palm Weevil Infestations using Deep Learning Classification of Acoustic Signals. CoRR abs/2308.15829 (2023) - 2022
- [j57]Bilel Benjdira, Anis Koubaa, Ahmad Taher Azar, Zahid Khan, Adel Ammar, Wadii Boulila:
TAU: A framework for video-based traffic analytics leveraging artificial intelligence and unmanned aerial systems. Eng. Appl. Artif. Intell. 114: 105095 (2022) - [j56]Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah, Aurélie Leborgne, Pierre Gançarski:
Resolution methods for constraint satisfaction problem in remote sensing field: A survey of static and dynamic algorithms. Ecol. Informatics 69: 101607 (2022) - [j55]Shivani Batra, Rohan Khurana, Mohammad Zubair Khan, Wadii Boulila, Anis Koubaa, Prakash Srivastava:
A Pragmatic Ensemble Strategy for Missing Values Imputation in Health Records. Entropy 24(4): 533 (2022) - [j54]Mohammed Rasool, Nor Azman Ismail, Wadii Boulila, Adel Ammar, Hussein Samma, Wael M. S. Yafooz, Abdel-Hamid M. Emara:
A Hybrid Deep Learning Model for Brain Tumour Classification. Entropy 24(6): 799 (2022) - [j53]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala:
Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images. Int. J. Imaging Syst. Technol. 32(1): 55-73 (2022) - [j52]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Henda Ben Ghézala:
Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray images. Int. J. Imaging Syst. Technol. 32(2): 658-672 (2022) - [j51]Maha Driss, Safa Ben Atitallah, Amal Albalawi, Wadii Boulila:
Req-WSComposer: a novel platform for requirements-driven composition of semantic web services. J. Ambient Intell. Humaniz. Comput. 13(2): 849-865 (2022) - [j50]Fawad Masood, Wadii Boulila, Abdullah Alsaeedi, Jan Sher Khan, Jawad Ahmad, Muazzam Ali Khan, Sadaqat ur Rehman:
A novel image encryption scheme based on Arnold cat map, Newton-Leipnik system and Logistic Gaussian map. Multim. Tools Appl. 81(21): 30931-30959 (2022) - [j49]Hamza Ghandorh, Wadii Boulila, Sharjeel Masood, Anis Koubaa, Fawad Ahmed, Jawad Ahmad:
Semantic Segmentation and Edge Detection - Approach to Road Detection in Very High Resolution Satellite Images. Remote. Sens. 14(3): 613 (2022) - [j48]Haithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami, Nouf Alharbi:
SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments. Remote. Sens. 14(4): 922 (2022) - [j47]Wadii Boulila, Manel Khazri Khlifi, Adel Ammar, Anis Koubaa, Bilel Benjdira, Imed Riadh Farah:
A Hybrid Privacy-Preserving Deep Learning Approach for Object Classification in Very High-Resolution Satellite Images. Remote. Sens. 14(18): 4631 (2022) - [j46]Giuseppe Varone, Wadii Boulila, Michele Lo Giudice, Bilel Benjdira, Nadia Mammone, Cosimo Ieracitano, Kia Dashtipour, Sabrina Neri, Sara Gasparini, Francesco Carlo Morabito, Amir Hussain, Umberto Aguglia:
A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. Sensors 22(1): 129 (2022) - [j45]Ridha Mezzi, Aymen Yahyaoui, Mohamed Wassim Krir, Wadii Boulila, Anis Koubaa:
Mental Health Intent Recognition for Arabic-Speaking Patients Using the Mini International Neuropsychiatric Interview (MINI) and BERT Model. Sensors 22(3): 846 (2022) - [j44]Mohammad Zubair Khan, Arindam Sarkar, Hamza Ghandorh, Maha Driss, Wadii Boulila:
Information Fusion in Autonomous Vehicle Using Artificial Neural Group Key Synchronization. Sensors 22(4): 1652 (2022) - [j43]Shivani Batra, Harsh Sharma, Wadii Boulila, Vaishali Arya, Prakash Srivastava, Mohammad Zubair Khan, Moez Krichen:
An Intelligent Sensor Based Decision Support System for Diagnosing Pulmonary Ailment through Standardized Chest X-ray Scans. Sensors 22(19): 7474 (2022) - [j42]Fawad Masood, Junaid Masood, Lejun Zhang, Sajjad Shaukat Jamal, Wadii Boulila, Sadaqat ur Rehman, Fadia Ali Khan, Jawad Ahmad:
A new color image encryption technique using DNA computing and Chaos-based substitution box. Soft Comput. 26(16): 7461-7477 (2022) - [j41]Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei:
Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classification. Softw. Pract. Exp. 52(1): 277-295 (2022) - [j40]Mahdi Jemmali, Mohsen Denden, Wadii Boulila, Gautam Srivastava, Rutvij H. Jhaveri, Thippa Reddy Gadekallu:
A Novel Model Based on Window-Pass Preferences for Data Emergency Aware Scheduling in Computer Networks. IEEE Trans. Ind. Informatics 18(11): 7880-7888 (2022) - [j39]Mujeeb Ur Rehman, Arslan Shafique, Yazeed Yasin Ghadi, Wadii Boulila, Sana Ullah Jan, Thippa Reddy Gadekallu, Maha Driss, Jawad Ahmad:
A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis. IEEE Trans. Netw. Sci. Eng. 9(6): 4322-4337 (2022) - [j38]Fawad Masood, Maha Driss, Wadii Boulila, Jawad Ahmad, Sadaqat ur Rehman, Sana Ullah Jan, Abdullah Qayyum, William J. Buchanan:
A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR Operations. Wirel. Pers. Commun. 127(2): 1405-1432 (2022) - [c24]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Iman M. Almomani:
An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. ICCCI (CCIS Volume) 2022: 180-192 - [c23]Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa, Iman M. Almomani:
Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and Transformers. ICCCI 2022: 598-610 - [c22]Faicel Yaakoubi, Aymen Yahyaoui, Wadii Boulila, Rabah Attia:
An XGBoost-Based Approach for an Efficient RPL Routing Attack Detection. ICCCI 2022: 611-623 - [c21]Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah:
Leveraging Artificial Intelligence Techniques for Smart Palm Tree Detection: A Decade Systematic Review. KES 2022: 2823-2832 - [i17]Wadii Boulila, Adel Ammar, Bilel Benjdira, Anis Koubaa:
Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach. CoRR abs/2203.07728 (2022) - [i16]Bilel Benjdira, Anis Koubaa, Wadii Boulila, Adel Ammar:
Parking Analytics Framework using Deep Learning. CoRR abs/2203.07792 (2022) - [i15]Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah:
Leveraging Artificial Intelligence Techniques for Smart Palm Tree Detection: A Decade Systematic Review. CoRR abs/2209.05282 (2022) - [i14]Fawad Ahmed, Muneeb Ur Rehman, Jawad Ahmad, Muhammad Shahbaz Khan, Wadii Boulila, Gautam Srivastava, Jerry Chun-Wei Lin, William J. Buchanan:
A DNA Based Colour Image Encryption Scheme Using A Convolutional Autoencoder. CoRR abs/2211.03662 (2022) - 2021
- [j37]Arslan Shafique, Jameel Ahmed, Wadii Boulila, Hamza Ghandorh, Jawad Ahmad, Mujeeb Ur Rehman:
Detecting the Security Level of Various Cryptosystems Using Machine Learning Models. IEEE Access 9: 9383-9393 (2021) - [j36]Mahmood Safaei, Elankovan A. Sundararajan, Maha Driss, Wadii Boulila, Azrulhizam Shapi'i:
A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to predict obesity. Comput. Biol. Medicine 136: 104754 (2021) - [j35]Wadii Boulila, Mokhtar Sellami, Maha Driss, Mohammed Al-Sarem, Mahmood Safaei, Fuad A. Ghaleb:
RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification. Comput. Electron. Agric. 182: 106014 (2021) - [j34]Fuad A. Ghaleb, Bander Ali Saleh Al-Rimy, Wadii Boulila, Faisal Saeed, Maznah Kamat, Mohd. Foad Rohani, Shukor Abd Razak:
Fairness-Oriented Semichaotic Genetic Algorithm-Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks. Comput. Intell. Neurosci. 2021: 2977954:1-2977954:19 (2021) - [j33]Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah, Imed Romdhani, Amir Hussain:
Big data and IoT-based applications in smart environments: A systematic review. Comput. Sci. Rev. 39: 100318 (2021) - [j32]Wadii Boulila, Hamza Ghandorh, Mehshan Ahmed Khan, Fawad Ahmed, Jawad Ahmad:
A novel CNN-LSTM-based approach to predict urban expansion. Ecol. Informatics 64: 101325 (2021) - [j31]Kaouthar Driss, Wadii Boulila, Aurélie Leborgne, Pierre Gançarski:
Mining frequent approximate patterns in large networks. Int. J. Imaging Syst. Technol. 31(3): 1265-1279 (2021) - [j30]Munirah Alkhelaiwi, Wadii Boulila, Jawad Ahmad, Anis Koubaa, Maha Driss:
An Efficient Approach Based on Privacy-Preserving Deep Learning for Satellite Image Classification. Remote. Sens. 13(11): 2221 (2021) - [j29]Giuseppe Varone, Zain U. Hussain, Zakariya Sheikh, Adam Howard, Wadii Boulila, Mufti Mahmud, Newton Howard, Francesco Carlo Morabito, Amir Hussain:
Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures. Sensors 21(2): 637 (2021) - [j28]Muhamed Wael Farouq, Wadii Boulila, Zain U. Hussain, Asrar Rashid, Moiz Ali Shah, Sajid Hussain, Nathan Ng, Dominic Ng, Haris Hanif, M. Guftar Shaikh, Aziz Sheikh, Amir Hussain:
A Novel Coupled Reaction-Diffusion System for Explainable Gene Expression Profiling. Sensors 21(6): 2190 (2021) - [j27]Shahid Latif, Maha Driss, Wadii Boulila, Zil E. Huma, Sajjad Shaukat Jamal, Zeba Idrees, Jawad Ahmad:
Deep Learning for the Industrial Internet of Things (IIoT): A Comprehensive Survey of Techniques, Implementation Frameworks, Potential Applications, and Future Directions. Sensors 21(22): 7518 (2021) - [j26]Abdulfattah Noorwali, Ahmad Naseem Alvi, Mohammad Zubair Khan, Muhammad Awais Javed, Wadii Boulila, Priyadarshini Adyasha Pattanaik:
A Novel QoS-Oriented Intrusion Detection Mechanism for IoT Applications. Wirel. Commun. Mob. Comput. 2021: 9962697:1-9962697:10 (2021) - [c20]Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss:
A Deep Learning-based Approach for Real-time Facemask Detection. ICMLA 2021: 1478-1481 - [c19]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala:
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. KES 2021: 573-581 - [c18]Maha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad:
Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. KES 2021: 2385-2395 - [c17]Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah:
An improved tile-based scalable distributed management model of massive high-resolution satellite images. KES 2021: 2931-2942 - [c16]Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah:
A Hybrid APM-CPGSO Approach for Constraint Satisfaction Problem Solving: Application to Remote Sensing. KES 2021: 3403-3412 - [i13]Wadii Boulila, Maha Driss, Mohammed Al-Sarem, Faisal Saeed, Moez Krichen:
Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives. CoRR abs/2102.07004 (2021) - [i12]Wadii Boulila, Hamza Ghandorh, Mehshan Ahmed Khan, Fawad Ahmed, Jawad Ahmad:
A Novel CNN-LSTM-based Approach to Predict Urban Expansion. CoRR abs/2103.01695 (2021) - [i11]Muhammad Almas Khan, Muazzam Ali Khan, Shahid Latif, Awais Aziz Shah, Mujeeb Ur Rehman, Wadii Boulila, Maha Driss, Jawad Ahmad:
Voting Classifier-based Intrusion Detection for IoT Networks. CoRR abs/2104.10015 (2021) - [i10]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala:
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery. CoRR abs/2105.04430 (2021) - [i9]Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah:
An improved tile-based scalable distributed management model of massive high-resolution satellite images. CoRR abs/2105.04731 (2021) - [i8]Maha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad:
Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. CoRR abs/2105.07722 (2021) - [i7]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala:
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images. CoRR abs/2105.08199 (2021) - [i6]Wadii Boulila, Anmar Abuhamdah, Maha Driss, Slim Kammoun, Jawad Ahmad:
GuideMe: A Mobile Application based on Global Positioning System and Object Recognition Towards a Smart Tourist Guide. CoRR abs/2105.13426 (2021) - [i5]Kathryn-Ann Tait, Jan Sher Khan, Fehaid Alqahtani, Awais Aziz Shah, Fadia Ali Khan, Mujeeb Ur Rehman, Wadii Boulila, Jawad Ahmad:
Intrusion Detection using Machine Learning Techniques: An Experimental Comparison. CoRR abs/2105.13435 (2021) - [i4]Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah:
A Hybrid APM-CPGSO Approach for Constraint Satisfaction Problem Solving: Application to Remote Sensing. CoRR abs/2106.05193 (2021) - [i3]Muneeb Ahmed Khan, Muazzam Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad:
Evolution of Target Localization in Wireless Sensor Network (WSN): A Review. CoRR abs/2107.04128 (2021) - [i2]Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei:
Global Outliers Detection in Wireless Sensor Networks: A Novel Approach Integrating Time-Series Analysis, Entropy, and Random Forest-based Classification. CoRR abs/2107.10135 (2021) - [i1]Wadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss:
A Deep Learning-based Approach for Real-time Facemask Detection. CoRR abs/2110.08732 (2021) - 2020
- [j25]Mohammed Al-Sarem, Faisal Saeed, Abdullah Alsaeedi, Wadii Boulila, Tawfik Al Hadhrami:
Ensemble Methods for Instance-Based Arabic Language Authorship Attribution. IEEE Access 8: 17331-17345 (2020) - [j24]Maha Driss, Amani Aljehani, Wadii Boulila, Hamza Ghandorh, Mohammed Al-Sarem:
Servicing Your Requirements: An FCA and RCA-Driven Approach for Semantic Web Services Composition. IEEE Access 8: 59326-59339 (2020) - [j23]Abdullah Qayyum, Jawad Ahmad, Wadii Boulila, Saeed Rubaiee, Arshad Ali, Fawad Masood, Fawad Khan, William J. Buchanan:
Chaos-Based Confusion and Diffusion of Image Pixels Using Dynamic Substitution. IEEE Access 8: 140876-140895 (2020) - [j22]Jan Sher Khan, Wadii Boulila, Jawad Ahmad, Saeed Rubaiee, Atique Ur Rehman, Roobaea Alroobaea, William J. Buchanan:
DNA and Plaintext Dependent Chaotic Visual Selective Image Encryption. IEEE Access 8: 159732-159744 (2020) - [j21]Safa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala:
Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions. Comput. Sci. Rev. 38: 100303 (2020) - [j20]Fawad Masood, Wadii Boulila, Jawad Ahmad, Arshad Ali, Syam Sankar, Saeed Rubaiee, William J. Buchanan:
A Novel Privacy Approach of Digital Aerial Images Based on Mersenne Twister Method with DNA Genetic Encoding and Chaos. Remote. Sens. 12(11): 1893 (2020) - [j19]Mahmood Safaei, Abul Samad Ismail, Hassan Chizari, Maha Driss, Wadii Boulila, Shahla Asadi, Mitra Safaei:
Standalone noise and anomaly detection in wireless sensor networks: A novel time-series and adaptive Bayesian-network-based approach. Softw. Pract. Exp. 50(4): 428-446 (2020) - [j18]Mahmood Safaei, Shahla Asadi, Maha Driss, Wadii Boulila, Abdullah Alsaeedi, Hassan Chizari, Rusli Abdullah, Mitra Safaei:
A Systematic Literature Review on Outlier Detection in Wireless Sensor Networks. Symmetry 12(3): 328 (2020) - [c15]Muhib Al-kmali, Hamzah Mugahed, Wadii Boulila, Mohammed Al-Sarem, Anmar Abuhamdah:
A Machine-Learning based Approach to Support Academic Decision-Making at Higher Educational Institutions. ISNCC 2020: 1-5 - [c14]Kaouthar Driss, Wadii Boulila, Amreen Batool, Jawad Ahmad:
A Novel Approach for Classifying Diabetes' Patients Based on Imputation and Machine Learning. UCET 2020: 1-4
2010 – 2019
- 2019
- [b2]Wadii Boulila:
Des données Satellitaires aux Connaissances : Modélisation des Incertitudes, Analyse et Interprétation. (From Remote Sensing Data to Knowledge: Modelling Uncertainties, Analysis and Interpretation). Manouba University, Tunisia, 2019 - [j17]Muhamed Wael Farouq, Wadii Boulila, Medhat Mohamed Ahmed Abdelaal, Amir Hussain, Abdel-Badeeh Mohamed Salem:
A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer. IEEE Access 7: 37141-37150 (2019) - [j16]Mohammed Al-Sarem, Wadii Boulila, Muna Al-Harby, Junaid Qadir, Abdullah Alsaeedi:
Deep Learning-Based Rumor Detection on Microblogging Platforms: A Systematic Review. IEEE Access 7: 152788-152812 (2019) - [j15]Iram Bashir, Fawad Ahmed, Jawad Ahmad, Wadii Boulila, Nouf Alharbi:
A Secure and Robust Image Hashing Scheme Using Gaussian Pyramids. Entropy 21(11): 1132 (2019) - [j14]Wadii Boulila:
A top-down approach for semantic segmentation of big remote sensing images. Earth Sci. Informatics 12(3): 295-306 (2019) - [j13]Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Binti Zainal, Bander Ali Saleh Al-rimy, Abdullah Alsaeedi, Wadii Boulila:
Ensemble-Based Hybrid Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network. Remote. Sens. 11(23): 2852 (2019) - 2018
- [j12]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Corrigendum to "Propagating aleatory and epistemic uncertainty in land cover change prediction process" [Ecol. Inform. 37, 24-37]. Ecol. Informatics 43: 231 (2018) - [j11]Wadii Boulila, Imed Riadh Farah, Amir Hussain:
A novel decision support system for the interpretation of remote sensing big data. Earth Sci. Informatics 11(1): 31-45 (2018) - [j10]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Reducing uncertainties in land cover change models using sensitivity analysis. Knowl. Inf. Syst. 55(3): 719-740 (2018) - [c13]Imen Chebbi, Wadii Boulila, Nedra Mellouli, Myriam Lamolle, Imed Riadh Farah:
A comparison of big remote sensing data processing with Hadoop MapReduce and Spark. ATSIP 2018: 1-4 - 2017
- [j9]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Propagating aleatory and epistemic uncertainty in land cover change prediction process. Ecol. Informatics 37: 24-37 (2017) - [j8]Wadii Boulila, Zouhayra Ayadi, Imed Riadh Farah:
Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model. J. Comput. Sci. 23: 58-70 (2017) - [j7]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Towards an uncertainty reduction framework for land-cover change prediction using possibility theory. Vietnam. J. Comput. Sci. 4(3): 195-209 (2017) - 2016
- [c12]Summrina Kanwal Wajid, Amir Hussain, Kaizhu Huang, Wadii Boulila:
Lung cancer detection using Local Energy-based Shape Histogram (LESH) feature extraction and cognitive machine learning techniques. ICCI*CC 2016: 359-366 - [c11]Imen Chebbi, Wadii Boulila, Imed Riadh Farah:
Improvement of satellite image classification: Approach based on Hadoop/MapReduce. ATSIP 2016: 31-34 - [c10]Zouhayra Ayadi, Wadii Boulila, Imed Riadh Farah:
Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection. ATSIP 2016: 549-554 - 2015
- [c9]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction. ICCCI (2) 2015: 520-529 - [c8]Imen Chebbi, Wadii Boulila, Imed Riadh Farah:
Big Data: Concepts, Challenges and Applications. ICCCI (2) 2015: 638-647 - [c7]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters. IJCCI (FCTA) 2015: 47-56 - [c6]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Improvement of LCC Prediction Modeling Based on Correlated Parameters and Model Structure Uncertainty Propagation. IJCCI (Selected Papers) 2015: 270-290 - 2014
- [j6]Wadii Boulila, Amine Bouatay, Imed Riadh Farah:
A Probabilistic Collocation Method for the Imperfection Propagation: Application to Land Cover Change Prediction. J. Multim. Process. Technol. 5(1): 12-32 (2014) - [c5]Amine Bouatay, Wadii Boulila, Imed Riadh Farah:
An Approach for Imperfection Propagation: Application to Land Cover Change Prediction. ICAISC (1) 2014: 637-648 - [c4]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
Parameter and structural model imperfection propagation using evidence theory in land cover change prediction. IPAS 2014: 1-6 - 2013
- [c3]Ahlem Ferchichi, Wadii Boulila, Imed Riadh Farah:
An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images. KDIR/KMIS 2013: 82-90 - 2012
- [b1]Wadii Boulila:
Extraction de connaissances spatio-temporelles incertaines pour la prédiction de changements en imagerie satellitale. (Uncertain Spatiotemporal Knowledge Discovery for Change Prediction in Sateliite Imagery). Télécom Bretagne, Brest, France, 2012 - [c2]Wadii Boulila, Karim Saheb Ettabaâ, Imed Riadh Farah, Basel Solaiman:
High level adaptive fusion approach: application to land cover change prediction in satellite image databases. SAC 2012: 21-22 - 2011
- [j5]Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman, Henda Ben Ghézala:
A data mining based approach to predict spatiotemporal changes in satellite images. Int. J. Appl. Earth Obs. Geoinformation 13(3): 386-395 (2011) - [j4]Wadii Boulila, Imed Riadh Farah:
Multi-Approach Satellite Images Fusion Based on Blind Sources Separation. Int. J. Image Graph. 11(1): 117-136 (2011) - [j3]Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman:
Combining Decision Fusion and Uncertainty Propagation to Improve Land Cover Change Prediction in Satellite Image Databases. J. Multim. Process. Technol. 2(3): 127-139 (2011) - 2010
- [c1]Wadii Boulila, Imed Riadh Farah, Karim Saheb Ettabaâ, Basel Solaiman, Henda Ben Ghézala:
Spatio-Temporal Modeling for Knowledge Discovery in Satellite Image Databases. CORIA 2010: 35-49
2000 – 2009
- 2008
- [j2]Imed Riadh Farah, Wadii Boulila, Karim Saheb Ettabaâ, Basel Solaiman, Mohamed Ben Ahmed:
Interpretation of Multisensor Remote Sensing Images: Multiapproach Fusion of Uncertain Information. IEEE Trans. Geosci. Remote. Sens. 46(12): 4142-4152 (2008) - [j1]Imed Riadh Farah, Wadii Boulila, Karim Saheb Ettabaâ, Mohamed Ben Ahmed:
Multiapproach System Based on Fusion of Multispectral Images for Land-Cover Classification. IEEE Trans. Geosci. Remote. Sens. 46(12): 4153-4161 (2008)
Coauthor Index
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