2023

• Rabani, Syed Tanzeel; Ud Din Khanday, Akib Mohi; Khan, Qamar Rayees; Hajam, Umar Ayoub; Imran, Ali Shariq; Kastrati, Zenun. (2023) Detecting suicidality on social media: Machine learning at rescue. Egyptian Informatics Journal
  Academic article
• Kastrati, Zenun; Imran, Ali Shariq; Daudpota, Sher Muhammad; Memjon, Muhammad Atif; Kastrati, Muhamet. (2023) Soaring Energy Prices: Understanding Public Engagement on Twitter Using Sentiment Analysis and Topic Modeling With Transformers. IEEE Access
  Academic article
• Imran, Ali Shariq; Hodnefjeld, Henrik; Kastrati, Zenun; Fatima, Noureen; Daudpota, Sher Muhammad; Wani, Mudasir Ahmad. (2023) Classifying European Court of Human Rights Cases Using Transformer-Based Techniques. IEEE Access
  Academic article
• Fatima, Noureen; Daudpota, Sher Muhammad; Kastrati, Zenun; Imran, Ali Shariq; Hassan, Saif; Elmitwally, Nouh Sabri. (2023) Improving news headline text generation quality through frequent POS-Tag patterns analysis. Engineering Applications of Artificial Intelligence
  Academic article
• Memon, Abdul Ghafoor; Imran, Ali Shariq; Daudpota, Sher Muhammad; Kastrati, Zenun; Shaikh, Sarang; Batra, Rakhi. (2023) SentiUrdu-1M: A large-scale tweet dataset for Urdu text sentiment analysis using weakly supervised learning. PLOS ONE
  Academic article

2022

• Kamran, Muhammad; Ullah, Mohib; Imran, Ali Shariq; Sajjad, Muhammad. (2022) Automatic Report Generation for Medical Images. Linköping University Electronic Press Linköping Electronic Conference Proceedings (18)
  Report
• Rawat, Ashish; Wani, Mudasir Ahmad; ElAffendi, Muhammed; Imran, Ali Shariq; Zenun, Kastrati; Daudpota, Sher Muhammad. (2022) Drug Adverse Event Detection Using Text-Based Convolutional Neural Networks (TextCNN) Technique. Electronics
  Academic article
• Imran, Ali Shariq; Yang, Ru; Kastrati, Zenun; Daudpota, Sher Muhammad; Shaikh, Sarang. (2022) The impact of synthetic text generation for sentiment analysis using GAN based models. Egyptian Informatics Journal
  Academic article
• Chandio, Bilal Ahmed; Imran, Ali Shariq; Bakhtyar, Maheen; Daudpota, Sher Muhammad; Baber, Junaid. (2022) Attention-Based RU-BiLSTM Sentiment Analysis Model for Roman Urdu. Applied Sciences
  Academic article
• Fatima, Noureen; Imran, Ali Shariq; Kastrati, Zenun; Daudpota, Sher Muhammad; Soomro, Abdullah. (2022) A Systematic Literature Review on Text Generation Using Deep Neural Network Models. IEEE Access
  Academic article
• Aamir, Muhammad; Rahman, Ziaur; Dayo, Zaheer Ahmed; Abro, Waheed Ahmed; Uddin, M. Irfan; Khan, Inayat. (2022) A deep learning approach for brain tumor classification using MRI images. Computers and Electrical Engineering
  Academic article
• Kastrati, Muhamet; Biba, Marenglen; Imran, Ali Shariq; Kastrati, Zenun. (2022) Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. Lecture Notes in Computer Science (LNCS)
  Academic article
• Sadriu, Shpetim; Pireva Nuci, Krenare; Imran, Ali Shariq; Uddin, Imran; Sajjad, Muhammad. (2022) An Automated Approach for Analysing Students Feedback Using Sentiment Analysis Techniques. Communications in Computer and Information Science
  Academic article
• Wani, Mudasir Ahmad; ELAffendi, Muhammad A.; Shakil, Kashish Ara; Imran, Ali Shariq; El-Latif, Ahmed A. Abd. (2022) Depression Screening in Humans With AI and Deep Learning Techniques. IEEE Transactions on Computational Social Systems
  Academic article

2021

• Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Imran, Ali Shariq; Johnsen, Magne Hallstein; Siniscalchi, Sabato Marco; Svendsen, Torbjørn Karl. (2021) A Two-Stage Deep Modeling Approach to Articulatory Inversion. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Edalati, Maryam; Imran, Ali Shariq; Kastrati, Zenun; Daudpota, Sher Muhammad. (2021) The Potential of Machine Learning Algorithms for Sentiment Classification of Students’ Feedback on MOOC. Lecture Notes in Networks and Systems
  Academic article
• Lakhan, Abdullah; Li, Jin; Groenli, Tor Morten; Sodhro, Ali Hassan; Zardari, Nawaz Ali; Imran, Ali Shariq. (2021) Dynamic application partitioning and task-scheduling secure schemes for biosensor healthcare workload in mobile edge cloud. Electronics
  Academic article
• Uddin, Imran; Imran, Ali Shariq; Muhammad, Khan; Fayyaz, Nosheen; Sajjad, Muhammad. (2021) A Systematic Mapping Review on MOOC Recommender Systems. IEEE Access
  Academic article
• Memon, Abdul Ghafoor; Imran, Ali Shariq; Daudpota, Sher Muhammad; Kastrati, Zenun; Somro, Abdullah; Batra, Rakhi. (2021) The Impact of Translating Resource-Rich Datasets to Low-Resource Languages Through Multi-Lingual Text Processing. IEEE Access
  Academic article
• Kausar, Nabeela; Hameed, Abdul; Sattar, Mohsin; Ashraf, Ramiza; Imran, Ali Shariq; Abidin, Muhammad Zain ul. (2021) Multiclass skin cancer classification using ensemble of fine-tuned deep learning models. Applied Sciences
  Academic article
• Afnan, .; Muhammad, Khan; Khan, Noman; Lee, Mi-Young; Imran, Ali Shariq; Sajjad, Muhammad. (2021) School of the Future: A Comprehensive Study on the Effectiveness of Augmented Reality as a Tool for Primary School Children’s Education. Applied Sciences
  Academic article
• Pireva, Krenare; Tahir, Rabail; Wang, Alf Inge; Imran, Ali Shariq. (2021) Game-based digital quiz as a tool for improving students’ engagement and learning in online lectures. IEEE Access
  Academic article
• Yar, Hikmat; Imran, Ali Shariq; Khan, Zulfiqar; Sajjad, Muhammad; Kastrati, Zenun. (2021) Towards Smart Home Automation Using IoT-Enabled Edge-Computing Paradigm. Sensors
  Academic article
• Muhammad, Khan; Mustaqeem, .; Ullah, Amin; Imran, Ali Shariq; Sajjad, Muhammad; Kiran, Mustafa Servet. (2021) Human action recognition using attention based LSTM network with dilated CNN features. Future generations computer systems
  Academic article
• Shaikh, Sarang; Daudpotta, Sher Muhammad; Imran, Ali Shariq. (2021) Bloom’s Learning Outcomes’ Automatic Classification Using LSTM and Pretrained Word Embeddings. IEEE Access
  Academic article
• Kastrati, Zenun; Dalipi, Fisnik; Imran, Ali Shariq; Pireva, Krenare; Wani, Mudasir Ahmad. (2021) Sentiment Analysis of Students’ Feedback with NLP and Deep Learning: A Systematic Mapping Study. Applied Sciences
  Academic article
• Hussain, Altaf; Muhammad, Khan; Ullah, Hayat; Ullah, Amin; Imran, Ali Shariq; Lee, Mi Young. (2021) Anomaly Based Camera Prioritization in Large Scale Surveillance Networks. Computers, Materials and Continua (CMC)
  Academic article
• Ullah, Hayat; Muhammad, Khan; Irfan, Muhammad; Anwar, Saeed; Sajjad, Muhammad; Imran, Ali Shariq. (2021) Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing. IEEE Transactions on Image Processing
  Academic article
• Batra, Rakhi; Imran, Ali Shariq; Kastrati, Zenun; Memon, Abdul Ghafoor; Daudpota, Sher Muhammad; Shaikh, Sarang. (2021) Evaluating Polarity Trend Amidst the Coronavirus Crisis in Peoples’ Attitudes toward the Vaccination Drive. Sustainability
  Academic article
• Khan, Noman; Muhammad, Khan; Hussain, Tanveer ; Nasir, Mansoor; Munsif, Muhammad; Imran, Ali Shariq. (2021) An Adaptive Game-Based Learning Strategy for Children Road Safety Education and Practice in Virtual Space. Sensors
  Academic article
• Shaikh, Sarang; Daudpota, Sher Muhammad; Imran, Ali Shariq; Kastrati, Zenun. (2021) Towards Improved Classification Accuracy on Highly Imbalanced Text Dataset Using Deep Neural Language Models. Applied Sciences
  Academic article

2020

• Kastrati, Zenun; Kurti, Arianit; Imran, Ali Shariq. (2020) WET: Word embedding-topic distribution vectors for MOOC video lectures dataset. Data in Brief
  Academic article
• Khan, Siraj; Sajjad, Muhammad; Hussain, Tanveer; Ullah, Amin; Imran, Ali Shariq. (2020) A Review on Traditional Machine Learning and Deep Learning Models for WBCs Classification in Blood Smear Images. IEEE Access
  Academic article
• Kastrati, Zenun; Imran, Ali Shariq; Kurti, Arianit. (2020) Weakly Supervised Framework for Aspect-Based Sentiment Analysis on Students’ Reviews of MOOCs. IEEE Access
  Academic article
• Imran, Ali Shariq; Daudpota, Sher Muhammad; Kastrati, Zenun; Batra, Rakhi. (2020) Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning on COVID-19 Related Tweets. IEEE Access
  Academic article

2019

• Sabzi Shahrebabaki, Abdolreza; Imran, Ali Shariq; Olfati, Negar; Svendsen, Torbjørn Karl. (2019) A Comparative Study of Deep Learning Techniques on Frame-Level Speech Data Classification. Circuits, systems, and signal processing
  Academic article
• Kastrati, Zenun; Imran, Ali Shariq; Yildirim Yayilgan, Sule. (2019) The impact of deep learning on document classification using semantically rich representations. Information Processing & Management
  Academic article
• Kastrati, Zenun; Imran, Ali Shariq. (2019) Performance analysis of machine learning classifiers on improved concept vector space models. Future generations computer systems
  Academic article
• Pireva, Krenare; Tahir, Rabail; Imran, Ali Shariq; Chaudhary, Niraj. (2019) Evaluating learners’ emotional states by monitoring brain waves for comparing game-based learning approach to pen-and-paper. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Svendsen, Torbjørn Karl. (2019) A Study on the Performance Evaluation of Machine Learning Models for Phoneme Classification. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Haflan, Vetle; Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Svendsen, Torbjørn Karl. (2019) Evaluating Acoustic Feature Maps in 2D-CNN for Speaker Identification. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Imran, Ali Shariq; Sabato Marco, Siniscalchi; Svendsen, Torbjørn Karl. (2019) A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion. Interspeech (USB)
  Academic article
• Kastrati, Zenun; Imran, Ali Shariq; Kurti, Arianit. (2019) Transfer Learning to Timed Text Based Video Classification Using CNN. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Imran, Ali Shariq; Kurti, Arianit. (2019) Integrating word embeddings and document topics with deep learning in a video classification framework. Pattern Recognition Letters
  Academic article
• Imran, Ali Shariq; Kastrati, Zenun; Svendsen, Torbjørn Karl; Kurti, Arianit. (2019) Text-Independent Speaker ID for Automatic Video Lecture Classification Using Deep Learning. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Dalipi, Fisnik; Kastrati, Zenun. (2019) Predicting student dropout in a MOOC: An evaluation of a deep neural network model. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper

2018

• Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2018) A Hybrid Concept Learning Approach to Ontology Enrichment. IGI Global
  Academic chapter/article/Conference paper
• Zenun, Kastrati; Imran, Ali Shariq; Yildirim, Sule. (2018) A Hybrid Concept Learning Approach to Ontology Enrichment. Innovations, Developments, and Applications of Semantic Web and Information Systems
  Article in business/trade/industry journal
• Dalipi, Fisnik; Imran, Ali Shariq; Kastrati, Zenun. (2018) MOOC dropout prediction using machine learning techniques: Review and research challenges. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Hanif, Adnan; Mansoor, Atif Bin; Imran, Ali Shariq. (2018) Performance Analysis of Vehicle Detection Techniques: A Concise Survey. Springer Publishing Company
  Academic chapter/article/Conference paper
• Sabzi Shahrebabaki, Abdolreza; Imran, Ali Shariq; Olfati, Negar; Svendsen, Torbjørn Karl. (2018) Acoustic Feature Comparison for Different Speaking Rates. Springer
  Academic chapter/article/Conference paper

2017

• Hanif, Adnan; Mansoor, Atif Bin; Imran, Ali Shariq. (2017) Deep Multi-View Correspondence for Identity-Aware Multi-Target Tracking. IEEE conference proceedings
  Academic chapter/article/Conference paper

2016

• Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq. (2016) HoG Based Real-Time Multi-Target Tracking in Bayesian Framework. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Hanif, Adnan; Mansoor, Atif Bin; Imran, Ali Shariq. (2016) Sub-Nyquist sampling and detection in Costas coded pulse compression radars. EURASIP Journal on Advances in Signal Processing
  Academic article
• Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart James. (2016) Automatic annotation of lecture videos for multimedia driven pedagogical platforms. Knowledge Management & E-Learning: An International Journal
  Academic article
• Dalipi, Fisnik; Yildirim, Sule; Imran, Ali Shariq; Kastrati, Zenun. (2016) Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities. Lecture Notes in Computer Science (LNCS)
  Academic article
• Dalipi, Fisnik; Imran, Ali Shariq; Idrizi, Florim; Aliu, Hesat. (2016) An Analysis of Learner Experience with MOOCs in Mobile and Desktop Learning Environment. Springer
  Academic chapter/article/Conference paper
• Karahoda, Bertan; Pireva, Krenare; Imran, Ali Shariq. (2016) Mel Frequency Cepstral Coefficients Based Similar Albanian Phonemes Recognition. Lecture Notes in Computer Science (LNCS)
  Academic article
• Imran, Ali Shariq; Kastrati, Zenun. (2016) Pedagogical Document Classification and Organization Using Domain Ontology. Lecture Notes in Computer Science (LNCS)
  Academic article
• Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2016) SEMCON: A semantic and contextual objective metric for enriching domain ontology concepts. International Journal on Semantic Web and Information Systems (IJSWIS)
  Academic article
• Imran, Ali Shariq; Pireva, Krenare; Dalipi, Fisnik; Kastrati, Zenun. (2016) An analysis of social collaboration and networking tools in eLearning. Lecture Notes in Computer Science (LNCS)
  Academic article

2015

• Kastrati, Zenun; Imran, Ali Shariq. (2015) Document Image Classification using SEMCON. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Yayilgan, Sule; Imran, Ali Shariq. (2015) Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts. Springer
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Yayilgan, Sule; Imran, Ali Shariq. (2015) SEMCON: Semantic and contextual objective metric. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Pireva, Krenare; Imran, Ali Shariq; Dalipi, Fisnik. (2015) User behaviour analysis on LMS and MOOC. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2015) An Improved Concept Vector Space Model for Ontology Based Classification. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Dalipi, Fisnik; Mendoza, Diana Marina Armijo; Imran, Ali Shariq; Yayilgan, Sule . (2015) An Intelligent Model for Predicting the Occurrence of Skiing Injuries. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule ; Dalipi, Fisnik. (2015) Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON. Springer
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule. (2015) A General Framework for Text Document Classification Using SEMCON and ACVSR. Springer
  Academic chapter/article/Conference paper
• Sharma, Vivek; Dittrich, Frank; Yayilgan, Sule; Imran, Ali Shariq; Wörn, Heinz. (2015) How to Tune a Random Forest for Real-time Segmentation in Safe Human-Robot Collaboration?. Springer
  Academic chapter/article/Conference paper

2014

• Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Siakidis, Christos; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) 3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Alawawdeh, Alaeddin; Imran, Ali Shariq; Kowalski, Stewart. (2014) Norwegian Information Security Lectures As a Case Study For Hyper Interactive Presenter. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Islam, A.B.M Tariqul; Scheel, Christian Fredrik; Imran, Ali Shariq; Staadt, Oliver. (2014) Fast and Accurate 3D Reproduction of a Remote Collaboration Environment. Springer
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Kowalski, Stewart. (2014) HIP – A Technology-Rich and Interactive Multimedia Pedagogical Platform. Springer
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart. (2014) Media annotations in hyperlinked pedagogical platforms. Curran Associates, Inc.
  Academic chapter/article/Conference paper
• Nordhaug, Øyvind Aaen; Imran, Ali Shariq; Alawawdeh, Alaeddin; Kowalski, Stewart. (2014) The forensic challenger. Curran Associates, Inc.
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Imran, Ali Shariq. (2014) Adaptive Concept Vector Space Representation Using Markov Chain Model. Springer
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Atif, Mansoor; Islam, A.B.M Tariqul. (2014) An Automatic and Innovative Approach for Converting Pedagogical Text Documents to Visual Learning Object. Springer
  Academic chapter/article/Conference paper
• Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule Yildirim. (2014) Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. Springer
  Academic chapter/article/Conference paper

2013

• Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. IEEE conference proceedings
  Academic chapter/article/Conference paper

2012

• Imran, Ali Shariq; Moreno, Alejandro; Alaya Cheikh, Faouzi. (2012) Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin; Pal, Umapada. (2012) Cursive Handwritten Segmentation and Recognition for Instructional Videos. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Lecture content classification tool. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2012) Multimedia Learning Objects Framework for E-Learning. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan , Sule Yildirim. (2012) Semantic Tags for Lecture Videos. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper

2011

• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2011) Blackboard content classification for lecture videos. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Cheikh, Faouzi Alaya. (2011) Blackboard content classification for lecture videos. IEEE Transactions on Image Processing
  Academic article

2010

• Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi. (2010) A visual attention based reference free perceptual quality metric. IEEE Press
  Academic chapter/article/Conference paper
• Guraya, Fahad Fazal Elahi; Imran, Ali Shariq; Tong, Yubing; Alaya Cheikh, Faouzi. (2010) A non-reference perceptual quality metric based on visual attention model for videos. IEEE conference proceedings
  Academic chapter/article/Conference paper
• Imran, Ali Shariq; Alaya Cheikh, Faouzi. (2010) Blind Image Quality Metric For Blackboard Lecture Images. European Signal Processing Conference
  Academic article
• Imran, Ali Shariq; Guraya, Fahad Fazal Elahi; Alaya Cheikh, Faouzi; Tong, Yubing. (2010) A non-reference perceptual quality metric based on visual attention models for videos. IEEE conference proceedings
  Academic chapter/article/Conference paper

2009

• Imran, Ali Shariq. (2009) Interactive media learning object in distance and blended education. ACM Publications
  Academic chapter/article/Conference paper