Items where Division is "Faculty of Computing, Engineering and the Built Environment > School of Computing and Digital Technology" and Year is 2022

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Number of items: 73.


Abayomi-Alli, Olusola O. and Damaševičius, Robertas and Qazi, Atika and Adedoyin-Olowe, Mariam and Misra, Sanjay (2022) Data Augmentation and Deep Learning Methods in Sound Classification: A Systematic Review. Electronics, 11 (22). p. 3795. ISSN 2079-9292

Abdelsamea, Mohammed M. and Zidan, Usama and Senousy, Zakaria and Gaber, Mohamed Medhat and Rakha, Emad and Ilyas, Mohammad (2022) A survey on artificial intelligence in histopathology image analysis. WIREs Data Mining and Knowledge Discovery, 12 (6). e1474. ISSN 1942-4787

Abdullah, Siti Nabilah Syuhada and Shabri, Ani and Saeed, Faisal and Samsudin, Ruhaidah and Basurra, Shadi (2022) Modelling COViD-19 Daily New Cases using GSTARARIMA Forecasting Method: Case Study on Five Malaysian States. Lecture Notes on Data Engineering and Communications Technologies. ISSN 2367-4520 (In Press)

Ahmed, Yahye and Huda, Shamsul and Al-rimy, Bander and Alharbi, Nouf and Saeed, Faisal and Ghaleb, Fuad and Ali, Ismail (2022) A Weighted Minimum Redundancy Maximum Relevance Technique for Ransomware Early Detection in Industrial IoT. Sustainability, 14. p. 1231. ISSN 2071-1050

Al-Issa, Suhad and Al-Ayyoub, Mahmoud and Al-Khaleel, Osama and Elmitwally, Nouh (2022) Towards Building a Speech Recognition System for Quranic Recitations: A Pilot Study Involving Female Reciters. Jordan Journal of Electrical Engineering, 8 (4). pp. 307-321. ISSN 2409-9600

Al-Issa, Suhad and Elmitwally, Nouh and Al-Ayyoub, Mahmoud and Al-Khaleel, Osama (2022) Building a neural speech recognizer for quranic recitations. International Journal of Speech Technology. ISSN 1572-8110

Al-Mousoi, Ali K and Mohammed, Mustafa K. A. and Salih, Sinan and Pandey, Rahul and Madan, Jaya and Dastan, Davoud and Akman, Erdi and Alsewari, AbdulRahman and Yaseen, Zaher Mundher (2022) Comparative Study of the Correlation between Diffusion Length of Charge Carriers and the Performance of CsSnGel3 Perovskite Solar Cells. Energy & Fuels. ISSN 0887-0624

Al-Sarem, Mohammed and Al-Asali, Mohammed and Alqutaibi, Ahmed Yaseen and Saeed, Faisal (2022) Enhanced Tooth Region Detection Using Pretrained Deep Learning Models. International Journal of Environmental Research And Public Health, 19 (22). p. 15414. ISSN 1660-4601

Albakri, Ghaida and Bouaziz, Rahma and Alharthi, Wallaa and Kammoun, Slim and Al-Sarem, Mohammed and Saeed, Faisal and Hadwan, Mohammed (2022) Phobia Exposure Therapy Using Virtual and Augmented Reality: A Systematic Review. Applied Sciences, 12 (3). p. 1672. ISSN 2076-3417

Algarni, Mona and Al-Rezqi, Abdulkader and Saeed, Faisal and Alsaeedi, Abdullah and Ghabban, Fahad (2022) Multi-constraints based deep learning model for automated segmentation and diagnosis of coronary artery disease in X-ray angiographic images. Peerj Computer Science, 8. e993. ISSN 2376-5992

Ali, Aliyuda and Aliyuda, Kachalla and Elmitwally, Nouh and Bello, Abdulwahab Muhammad (2022) Towards More Accurate and Explainable Supervised Learning-Based Prediction of Deliverability for Underground Natural Gas Storage. Applied Energy, 327. ISSN 0306-2619

Alkhnbashi, Omer S. and Mohammad, Rasheed (2022) Topic Modelling and Sentimental Analysis of Students’ Reviews. Computers, Materials and Continua, 74 (3). 6835-6848.. ISSN 1546-2218

Alotaibi, Fahad Mazaed and Al-Dhaqm, Arafat and Al-Otaibi, Yasser D. and Alsewari, AbdulRahman (2022) A Comprehensive Collection and Analysis Model for the Drone Forensics Field. Sensors, 22 (17). ISSN 1424-8220

Alqarni, Mona and Saeed, Faisal and Al-Hadhrami, Tawfik and Ghabban, Fahad and Al-Sarem, Mohammed (2022) Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM). Sensors, 22 (8). ISSN 1424-8220

Ashayeri, Ilnaz and Goulding, Jack and Heesom, David and Arif, Mohammad and Moore, Nigel and Obi, Lovelin and Ahmad, Naeem and Saini, Mandeep (2022) Implementation of a novel data-driven approach to optimise UK offsite housing delivery. IOP Conference Series: Earth and Environmental Science, 1101.

Ashimi, Oluwamayowa and Dridi, Amna and Vakaj, Edlira (2022) Financial Sentiment Analysis on Twitter During Covid-19 Pandemic in the UK. International Conference of Advanced Computing and Informatics. ISSN 2367-4520 (In Press)

Azeem, Moazam and Abozariba, Raouf and Asyhari, A. Taufiq (2022) Exploiting Short Block and Concatenated Codes for Reliable Communications within the Coexistence of 5G-NR-U and WiFi. Transactions on Vehicular Technology. ISSN 0018-9545

Caliskan, Aylin and Ozturkoglu, Omer and Ozturkoglu, Yucel (2022) Ranking of Responsible Automotive Manufacturers According to Sustainability Reports Using PROMETHEE and VIKOR Methods. Advanced Sustainable Systems. ISSN 2366-7486

Cao, Jianpeng and Vakaj, Edlira and Hall, Daniel and Soman, Ranjith K. (2022) Ontology-based manufacturability analysis automation for industrialized construction. Automation in Construction, 139. ISSN 0926-5805

Dridi, Amna and Gaber, Mohamed Medhat and Azad, Raja Muhammad Atif and Bhogal, Jagdev (2022) Vec2Dynamics: A Temporal Word Embedding Approach to Exploring the Dynamics of Scientific Keywords—Machine Learning as a Case Study. Big Data and Cognitive Computing, 6 (1). p. 21. ISSN 2504-2289

Elaziz, Mohamed Abd and Dahou, Abdelghani and El-Sappagh, Shaker and Mabrouk, Alhassan and Gaber, Mohamed Medhat (2022) AHA-AO: Artificial Hummingbird Algorithm with Aquila Optimization for Efficient Feature Selection in Medical Image Classification. Applied Sciences, 12 (19). p. 9710. ISSN 2076-3417

Elmitwally, Nouh and Freed, Muhammad Aqib and Iqbal, Muhammad Waseem and Ashraf, Aasma and Muneem, Farukh and Aqeel, Muhammad (2022) Brain Tumor Prediction through Behavior Analysis of Cells Growth Using Machine Learning Techniques. ICNGC 2022 Conference Proceedings. pp. 65-67.

Elmitwally, Nouh and Imtiaz, Talha and Saqib, Shazia (2022) Neural Style Transfer. ICNGC 2022 Conference Proceedings. pp. 241-244.

Elmitwally, Nouh and Khalid, Rimsha and Butt, Muhammad Saleem and Iqbal, Waseem and Khaliq, Khowla and Muneem, Farukh (2022) Agent-Based Context Awareness Platform For IoT - A Survey. ICNGC 2022 Conference Proceedings. pp. 136-139.

Elmitwally, Nouh and Khan, Muhammad Adnan and Abbas, Sagheer and Aftab, Shabib and Ahmad, Munir and Fayaz, Muhammad and Khan, Faheem (2022) Software Defect Prediction Using Artificial Neural Networks: A Systematic Literature Review. Scientific Programming, 2022. ISSN 1058-9244

Fallahian, Milad and Ahmadi, Ehsan and Khoshnoudian, Faramarz (2022) A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models. Journal of Civil Structural Health Monitoring. ISSN 2190-5452

Farooqui, Muhammad Najmul Islam and Arshad, Junaid and Khan, Muhammad Mubashir (2022) A Layered Approach to Threat Modeling for 5G-Based Systems. Electronics, 11 (12). p. 1819. ISSN 2079-9292

Ghaleb, Fuad and Alsaedi, Mohammed and Saeed, Faisal and Ahmad, Jawad and Alasli, Mohammed (2022) Cyber Threat Intelligence-Based Malicious URL Detection Model Using Ensemble Learning. Sensors, 22 (9). ISSN 1424-8220

Ghaleb, Fuad A. and Saeed, Faisal and Alkhammash, Eman H. and Alghamdi, Norah Saleh and Al-rimy, Bander Ali Saleh (2022) A Fuzzy-Based Context-Aware Misbehavior Detecting Scheme for Detecting Rogue Nodes in Vehicular Ad Hoc Network. Sensors, 22 (7). p. 2810. ISSN 1424-8220

Hadwan, Mohammed and Al-Hagery, Mohammed and Al-Sarem, Mohammed and Saeed, Faisal (2022) Arabic Sentiment Analysis of Users’ Opinions of Governmental Mobile Applications. Computers, Materials and Continua, 72 (3). pp. 4675-4689. ISSN 1546-2218

Hadwan, Mohammed and Al-Sarem, Mohammed and Saeed, Faisal and Al-Hagery, Mohammed (2022) An Improved Sentiment Classification Approach for Measuring User Satisfaction toward Governmental Services’ Mobile Apps Using Machine Learning Methods with Feature Engineering and SMOTE Technique. Applied Sciences, 12 (11). p. 5547. ISSN 2076-3417

Hanga, Khadijah and Kovalchuk, Yevgeniya and Gaber, Mohamed Medhat (2022) PGraphD*: Methods for Drift Detection and Localisation Using Deep Learning Modelling of Business Processes. Entropy, 24 (7). ISSN 1099-4300

Hasegawa, Eiichi and Isoyama, Naoya and Monteiro, Diego Vilela and Sakata, Nobuchika and Kiyokawa, Kiyoshi (2022) The Effects of Speed-Modulated Visual Stimuli Seen through Smart Glasses on Work Efficiency after Viewing. Sensors, 22 (6). p. 2272. ISSN 1424-8220

Hassan, Mustafa Hamid and Mostafa, Salama and Mustapha, Aida and Saringat, Mohd Zainuri and Al-rimy, Bander and Saeed, Faisal and Eljial, A. E. M and Jubair, Mohammed Ahmed (2022) A New Collaborative Multi-Agent Monte Carlo Simulation Model for Spatial Correlations Air Pollutions Global Risk Assessment. Sustainability, 14 (1). p. 510. ISSN 2071-1050

Hassan, Sara and Bahsoon, Rami and Buyya, Rajkumar (2022) Systematic Scalability Analysis for Microservices Granularity Adaptation Design Decisions. Software: Practice and Experience. ISSN 0038-0644

Hassan, Sara and Bahsoon, Rami and Minku, Leandro and Ali, Nour (2022) Dynamic Evaluation of Microservice Granularity Adaptation. Transactions on Autonomous and Adaptive Systems, 16 (2). ISSN 1556-4665

Hettiarachchi, Hansi and Adedoyin-Olowe, Mariam and Bhogal, Jagdev and Gaber, Mohamed Medhat (2022) TED-S: Twitter Event Data in Sports and Politics with Aggregated Sentiments. Data, 7 (7). pp. 90-106. ISSN 2306-5729

Hussain, Saddam and Mustafa, Mohd. Wazir and Al-Shqeerat, Khalil and Al-rimy, Bander and Saeed, Faisal (2022) Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier—A novel sequentially executed supervised machine learning approach. IET Generation, Transmission & Distribution, 16 (6). pp. 1257-1275. ISSN 1350-2360

Kovalchuk, Yevgeniya and Budini, Elizabeth and Cook, Robert and Walsh, Andrew (2022) Investigating the Relationship between Facial Mimicry and Empathy. Behavioral Sciences, 12 (8). p. 250. ISSN 2076-328X

Mahany, Ahmed and Khaled, Heba and Elmitwally, Nouh and Aljohani, Naif and Ghoniemy, Said (2022) Negation and Speculation in NLP: A Survey, Corpora, Methods, and Applications. Applied Sciences, 12 (10). ISSN 2076-3417

Mahany, Ahmed and Khaled, Heba and Nouh, Elmitwally and Aljohani, Naif and Ghoniemy, Said (2022) Annotated Corpus with Negation and Speculation in Arabic Review Domain: NSAR. International Journal of Advanced Computer Science and Applications, 13 (7). ISSN 2158-107X

Mohamed Rafik, Muhammad Zakhwan and Mohamed Shah, Noraisyah and Hitam, Nor Azizah and Saeed, Faisal and Basurra, Shadi (2022) Deep Learning Based for Cryptocurrency Assistive System. Lecture Notes on Data Engineering and Communications Technologies. ISSN 2367-4520 (In Press)

Mohammad, Rasheed and Alkhnbashi, Omer S. and Aldossary, Danah Ahmed (2022) Revisiting User Satisfaction and Intention to Use: A Cross-Sectional Study of e-Learning during Lockdown. The International Journal of Technologies in Learning, 30 (1). ISSN 2327-2686

Muhammad Zaly Shah, Muhammad Zafran and Zainal, Anazida and Ghaleb, Fuad A. and Al-Qarafi, Abdulrahman and Saeed, Faisal (2022) Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine. Sensors, 22 (9). p. 3113. ISSN 1424-8220

Nabus, Hatem S. Y. and Ali, Aida and Hassan, Shafaatunnur and Shamsuddin, Siti Mariya and Mustapha, Ismail B. and Saeed, Faisal (2022) Adaptive Generation-based Approaches of Oversampling using Different Sets of Base and Nearest Neighbor’s Instances. International Journal of Advanced Computer Science and Applications, 13 (4). ISSN 2158-107X

Nagunwa, Thomas and Kearney, Paul and Fouad, Shereen (2022) A machine learning approach for detecting fast flux phishing hostnames. Journal of Information Security and Applications, 65. p. 103125. ISSN 2214-2126

Nasser, Maged and Salim, Naomie and Saeed, Faisal and Basurra, Shadi and Rabiu, Idris and Hentabli, Hamza and Alsoufi, Muaadh (2022) Feature Reduction for Molecular Similarity Searching Based on Autoencoder Deep Learning. Biomolecules, 12 (4). ISSN 2218-273X

Nawaz, Raheel and Sun, Quanbin and Shardlow, Matthew and Kontonatsios, Georgios and Aljohani, Naif R. and Visvizi, Anna and Hassan, Saeed-Ul (2022) Leveraging AI and Machine Learning for National Student Survey: Actionable Insights from Textual Feedback to Enhance Quality of Teaching and Learning in UK’s Higher Education. Applied Sciences, 12 (1). e514. ISSN 2076-3417

Rahmat, Sofiah and Altowayti, Wahid and Othman, Norzila and Mohd Asharuddin, Syazwani and Saeed, Faisal and Basurra, Shadi and Eisa, Taiseer and Shahir, Shafinaz (2022) Prediction of Wastewater Treatment Plant Performance Using Multivariate Statistical Analysis: A Case Study of a Regional Sewage Treatment Plant in Melaka, Malaysia. Water, 14 (20). p. 3297. ISSN 2073-4441

Saeed, Faisal and Al-Sarem, Mohammed and Al-Mohaimeed, Muhannad and Emara, Abdelhamid and Boulila, Wadii and Alasli, Mohammed and Ghabban, Fahad (2022) Enhancing Parkinson’s Disease Prediction Using Machine Learning and Feature Selection Methods. Computers, Materials and Continua, 71 (3). pp. 5639-5658. ISSN 1546-2218

Sayed, Nasir and Shoaib, Muhammad and Ahmed, Waqas and Qasem, Sultan and Albarrak, Abdullah and Saeed, Faisal (2022) Augmenting IoT Intrusion Detection System Performance Using Deep Neural Network. Computers, Materials and Continua, 74 (1). pp. 1351-1374. ISSN 1546-2218

Siddiqui, Shahbaz and Hameed, Sufian and Shah, Syed Attique and Khan, Abdul Kareem and Aneiba, Adel (2022) Smart contract-based security architecture for collaborative services in municipal smart cities. Journal of Systems Architecture, 135. ISSN 1383-7621

Turcsanyi, Balint Newton and Saeed, Faisal and Cooper, Emmett (2022) Deep Learning-based System for Quality Control of Coatings in Recess Punch Manufacturing. Lecture Notes on Data Engineering and Communications Technologies. ISSN 2367-4520 (In Press)

Ullah, Safi and Jawad, Jawad and Khan, Muazzam and Alkhammash, Eman and Hadjouni, Myriam and Ghadi, Yazeed Yasin and Saeed, Faisal and Pitropakis, Nikolaos (2022) A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering. Sensors, 22 (10). ISSN 1424-8220

Umair, Muhammad and Saeed, Zafar and Saeed, Faisal and Ishtiaq, Hiba and Zubair, Muhammad and Abdel Hameed, Hala (2022) Energy Theft Detection in Smart Grids with Genetic Algorithm-Based Feature Selection. Computers, Materials and Continua, 74 (3). ISSN 1546-2218

White, Luke and Basuura, Shadi and Gaber, Mohamed Medhat and Alsewari, AbdulRahman and Saeed, Faisal and Addanki, Sudhamshu Mohan (2022) Agent-Based Simulations Using Genetic Algorithm Calibration: A Children's Services Application. IEEE Access, 10. 88386 -88397. ISSN 2169-3536

Wong, En Sing and Abdul Wahab, Nur Haliza and Saeed, Faisal and Alharbi, Nouf (2022) 360-Degree Video Bandwidth Reduction: Technique and Approaches Comprehensive Review. Applied Sciences, 12 (15). ISSN 2076-3417

Xi, Tengyan and Yuan, Lihua and Sun, Quanbin (2022) A combined approach to infrared small target detection with the alternating direction method of multipliers and an improved top-hat transformation. Sensors, 22 (19). ISSN 1424-8220

Zhou, Xiaohu and Nehme, Antonio and Jesus, Vitor and Wang, Yonghao and Josephs, Mark and Mahbub, Khaled and Abdallah, Ali E. (2022) AudiWFlow: Confidential, Collusion-resistant Auditing of Distributed Workflows. Blockchain: Research and Applications. ISSN 2096-7209

Zia Ur Rehman, Muhammad and Ahmad, Jawad and Jaha, Emad Sami and Ali, Abdullah Marish and Alzain, Mohammed and Saeed, Faisal (2022) An Efficient Automated Technique for Classification of Breast Cancer Using Deep Ensemble Model. Computer Systems Science and Engineering. ISSN 0267-6192 (In Press)

Zidan, Usama and Gaber, Mohamed Medhat and Abdelsamea, Mohammed M. (2022) SwinCup: Cascaded swin transformer for histopathological structures segmentation in colorectal cancer. Expert Systems with Applications, 216. p. 119452. ISSN 0957-4174

Book Section

Al-Tamimi, Bassam and Hani, Almoamari and Nehme, Antonio and Basurra, Shadi (2022) Cybersecurity Challenges and Implications for the Adoption of Cloud Computing and IoT: DDoS Attacks as an Example. In: Decision Making and Security Risk Management in IoT environments (DMSRM). Springer. (In Press)

Conference or Workshop Item

Ali, Aliyuda and Diala, Uchenna and Guo, Lingzhong (2022) Data-Driven Based Modelling of Pressure Dynamics in Multiphase Reservoir Model. In: CONTROL 2022: The 13th UK Automatic Control Council (UKACC) International Conference, 20th - 22nd April 2022, University of Plymouth, UK.

Haidar, Diana and Hérault, Nora and Tawil, Abdel-Rahman H. and Sharratt, Nigel and Vlachos, Konstantinos and Vakaj, Edlira (2022) Health and Well-being Impact of Coronavirus: A Case study of West Midlands vs England. In: ACS/IEEE International Conference on Computer Systems and Applications, 30th November - 3rd December 2021, Tangier, Morocco.

Hassan, Sara and Wilson, Andrew and Galvin, John (2022) A Framework for Well-being Integrated Development Environments (WIDEs): Research Preview. In: REFSQ'22: 28th Intl. Working Conference on Requirements Engineering: Foundation for Software Quality, Birmingham, UK, 21st - 24th March 2022, Birmingham, UK.

Idrissi, Moad and Hussain, Ambreen and Osman, Ahmed and Abozariba, Raouf and Barua, Bidushi and Aneiba, Adel and Bhana, Rehan and Asyhari, A. Taufiq (2022) Sensitivity of Robot-Aided Remote Object Detection in Forests under Variation of Light Illumination. In: EDBT/ICDT 2022 Joint Conference, 29th March - 1st April 2022, Edinburgh, UK.

Osman, Ahmed and Abozariba, Raouf and Asyhari, A. Taufiq and Aneiba, Adel and Hussain, Ambreen and Barua, Bidushi and Azeem, Moazam (2022) Real-Time Object Detection with Automatic Switching between Single-Board Computers and the Cloud. In: 2021 IEEE Symposium Series on Computational Intelligence (SSCI), December 5th – 7th 2021, Orlando, Florida, USA.

Sharif, Muddsair and Hotwani, Mayur and Şeker, Hüseyin and Lückemeyer, Gero (2022) iMobilAkou: The Role of Machine Listening to Detect Vehicle using Sound Acoustics. In: 2021 the 5th International Conference on Advances in Artificial Intelligence (ICAAI 2021), 20-22 November 2021, Online.

Tahir, Hannia and Samimi, Parnia (2022) Tomato plant leaf disease identification and classification using deep learning. In: ICACIn 2022, 15th - 16th October 2022, Hassan II University Library, Casablanca, Morocco. (In Press)

Tan, Fiona Anting and Hürriyeto˘glu, Ali and Caselli, Tommaso and Oostdijk, Nelleke and Nomoto, Tadashi and Hettiarachchi, Hansi and Ameer, Iqra and Uca, Onur and Liza, Farhana Ferdousi and Hu, Tiancheng (2022) The Causal News Corpus: Annotating Causal Relations in Event Sentences from News. In: 13th Conference on Language Resources and Evaluation (LREC 2022), 20th - 25th June 2022, Marseille, France.


Ahmed, Yussuf (2022) Data-driven framework and experimental validation for security monitoring of networked systems. Doctoral thesis, Birmingham City University.

Nagunwa, Thomas (2022) Fast Detection of Zero-Day Phishing Websites Using Machine Learning. Doctoral thesis, Birmingham City University.

Sambo, Aliyu Sani (2022) Leveraging Evaluation Time to Produce Simple Machine Learning Models with Genetic Programming. Doctoral thesis, Birmingham City University.

This list was generated on Mon Feb 6 16:10:58 2023 UTC.


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