Zenun Kastrati

63 papers B 4C 4Misc 3Journal 28Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring potential of large language models for automated essay scoring in education. Discov. Artif. Intell. Nimra Mughal, Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Waheed Noor
2025	J	`jnl`	Aspect-based sentiment analysis for software requirements elicitation using fine-tuned Bidirectional Encoder Representations from Transformers and Explainable Artificial Intelligence. Eng. Appl. Artif. Intell. Soonh Taj, Sher Muhammad Daudpota, Ali Shariq Imran, Zenun Kastrati
2025	J	`jnl`	Deep insights into gastrointestinal health: A comprehensive analysis of GastroVision dataset using convolutional neural networks and explainable AI. Biomed. Signal Process. Control. Muhammad Fahad, Noor E. Mobeen, Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Faouzi Alaya Cheikh, Mohib Ullah
2025	J	`jnl`	Demographic-aware fine-grained classification of pediatric wrist fractures. CoRR Ammar Ahmed, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota
2025	J	`jnl`	Enhancing social media hate speech detection in low-resource languages using transformers and explainable AI. Soc. Netw. Anal. Min. Endrit Fetahi, Arsim Susuri, Mentor Hamiti, Zenun Kastrati, Ercan Canhasi, Arta Misini
2025	J	`jnl`	Unlocking language barriers: Assessing pre-trained large language models across multilingual tasks and unveiling the black box with Explainable Artificial Intelligence. Eng. Appl. Artif. Intell. Muhamet Kastrati, Ali Shariq Imran, Ehtesham Hashmi, Zenun Kastrati, Sher Muhammad Daudpota, Marenglen Biba
2024	B	`conf`	Analyzing and Predicting the Helpfulness of Reviews in MOOCs Context Using Deep Learning. KES Zenun Kastrati, Sana Fatima, Arianit Kurti, Sher Muhammad Daudpota, Ali Shariq Imran
2024	—	`conf`	Enhancing Wrist Fracture Detection and Classification through Deep Learning and XAI. EUVIP Subhan Ali, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Faouzi Alaya Cheikh, Mohib Ullah
2024	J	`jnl`	Enhancing Wrist Fracture Detection with YOLO. CoRR Ammar Ahmed, Ali Shariq Imran, Abdul Manaf, Zenun Kastrati, Sher Muhammad Daudpota
2024	J	`jnl`	Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models. Biomed. Signal Process. Control. Ammar Ahmed, Ali Shariq Imran, Abdul Manaf, Zenun Kastrati, Sher Muhammad Daudpota
2024	J	`jnl`	Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset. Comput. Biol. Medicine Ammar Ahmed, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Mohib Ullah, Waheed Noor
2024	J	`jnl`	Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset. CoRR Ammar Ahmed, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Mohib Ullah, Waheed Noor
2024	J	`jnl`	Leveraging distant supervision and deep learning for twitter sentiment and emotion classification. J. Intell. Inf. Syst. Muhamet Kastrati, Zenun Kastrati, Ali Shariq Imran, Marenglen Biba
2024	B	`conf`	Navigating Limitations With Precision: A Fine-Grained Ensemble Approach To Wrist Pathology Recognition On A Limited X-Ray Dataset. ICIP Ammar Ahmed, Ali Shariq Imran, Mohib Ullah, Zenun Kastrati, Sher Muhammad Daudpota
2024	J	`jnl`	Navigating limitations with precision: A fine-grained ensemble approach to wrist pathology recognition on a limited x-ray dataset. CoRR Ammar Ahmed, Ali Shariq Imran, Mohib Ullah, Zenun Kastrati, Sher Muhammad Daudpota
2024	Misc	`conf`	Small Data, Big Impact: A Multi-Locale Bone Fracture Detection on an Extremely Limited Dataset Via Crack-Informed YOLOv9 Variants. FIT Ammar Ahmed, Abdul Manaf, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota
2024	J	`jnl`	Synthetic Image Generation Using Deep Learning: A Systematic Literature Review. Comput. Intell. Aisha Zulfiqar, Sher Muhammad Daudpota, Ali Shariq Imran, Zenun Kastrati, Mohib Ullah, Suraksha Sadhwani
2023	J	`jnl`	Classifying European Court of Human Rights Cases Using Transformer-Based Techniques. IEEE Access Ali Shariq Imran, Henrik Hodnefjeld, Zenun Kastrati, Noureen Fatima, Sher Muhammad Daudpota, Mudasir Ahmad Wani
2023	J	`jnl`	Improving news headline text generation quality through frequent POS-Tag patterns analysis. Eng. Appl. Artif. Intell. Noureen Fatima, Sher Muhammad Daudpota, Zenun Kastrati, Ali Shariq Imran, Saif Hassan, Nouh Sabri Elmitwally
2023	J	`jnl`	IoT-based supply chain management: A systematic literature review. Internet Things Soonh Taj, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Raheel Ahmed Memon, Javed Ahmed
2023	Misc	`conf`	Leveraging Topic Modeling to Investigate Learning Experience and Engagement of MOOC Completers. MIS4TEL Zenun Kastrati, Arianit Kurti, Fisnik Dalipi, Mexhid Ferati
2023	Misc	`conf`	Multimodal Sentiment Analysis for Personality Prediction. FIT Hans Petter Fauchald Taralrud, Abdulfatah Abdi Salah, Ali Shariq Imran, Zenun Kastrati
2023	J	`jnl`	Soaring Energy Prices: Understanding Public Engagement on Twitter Using Sentiment Analysis and Topic Modeling With Transformers. IEEE Access Zenun Kastrati, Ali Shariq Imran, Sher Muhammad Daudpota, Muhammad Atif Memon, Muhamet Kastrati
2023	J	`jnl`	The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review. Comput. Biol. Medicine Subhan Ali, Filza Akhlaq, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Muhammad Moosa
2022	J	`jnl`	A Systematic Literature Review on Text Generation Using Deep Neural Network Models. IEEE Access Noureen Fatima, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Abdullah Soomro
2022	—	`conf`	Investigating the FAIRness of Science and Technology Open Data: A Focus in the Scandinavian Countries. HCI (37) Fisnik Dalipi, Mexhid Ferati, Arianit Kurti, Zenun Kastrati
2022	C	`conf`	Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. ISMIS Muhamet Kastrati, Marenglen Biba, Ali Shariq Imran, Zenun Kastrati
2021	—	`conf`	Increasing the Understandability and Explainability of Machine Learning and Artificial Intelligence Solutions: A Design Thinking Approach. IHIET (Strasbourg) Arianit Kurti, Fisnik Dalipi, Mexhid Ferati, Zenun Kastrati
2021	—	`conf`	Investigating Learning Experience of MOOCs Learners Using Topic Modeling and Sentiment Analysis. ITHET Siri Amanda Rääf, Johanna Knöös, Fisnik Dalipi, Zenun Kastrati
2021	J	`jnl`	The Impact of Translating Resource-Rich Datasets to Low-Resource Languages Through Multi-Lingual Text Processing. IEEE Access Abdul Ghafoor, Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Abdullah, Rakhi Batra, Mudasir Ahmad Wani
2021	—	`conf`	The Potential of Machine Learning Algorithms for Sentiment Classification of Students' Feedback on MOOC. IntelliSys (3) Maryam Edalati, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota
2021	J	`jnl`	Towards Smart Home Automation Using IoT-Enabled Edge-Computing Paradigm. Sensors Hikmat Yar, Ali Shariq Imran, Zulfiqar Ahmad Khan, Muhammad Sajjad, Zenun Kastrati
2020	—	`conf`	Aspect-Based Opinion Mining of Students' Reviews on Online Courses. ICCAI Zenun Kastrati, Blend Arifaj, Arianit Lubishtani, Fitim Gashi, Engjëll Nishliu
2020	J	`jnl`	Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning - a Case Study on COVID-19. CoRR Ali Shariq Imran, Sher Mohammad Doudpota, Zenun Kastrati, Rakhi Bhatra
2020	J	`jnl`	Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning on COVID-19 Related Tweets. IEEE Access Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Rakhi Batra
2020	—	`conf`	Open Government Data Through the Lens of Universal Design. HCI (9) Mexhid Ferati, Fisnik Dalipi, Zenun Kastrati
2020	J	`jnl`	Weakly Supervised Framework for Aspect-Based Sentiment Analysis on Students' Reviews of MOOCs. IEEE Access Zenun Kastrati, Ali Shariq Imran, Arianit Kurti
2019	J	`jnl`	Integrating word embeddings and document topics with deep learning in a video classification framework. Pattern Recognit. Lett. Zenun Kastrati, Ali Shariq Imran, Arianit Kurti
2019	J	`jnl`	Performance analysis of machine learning classifiers on improved concept vector space models. Future Gener. Comput. Syst. Zenun Kastrati, Ali Shariq Imran
2019	—	`conf`	Predicting Student Dropout in a MOOC: An Evaluation of a Deep Neural Network Model. ICCAI Ali Shariq Imran, Fisnik Dalipi, Zenun Kastrati
2019	B	`conf`	Text-Independent Speaker ID Employing 2D-CNN for Automatic Video Lecture Categorization in a MOOC Setting. ICTAI Ali Shariq Imran, Zenun Kastrati, Torbjørn Karl Svendsen, Arianit Kurti
2019	—	`conf`	Text-Independent Speaker ID for Automatic Video Lecture Classification Using Deep Learning. ICCAI Ali Shariq Imran, Zenun Kastrati, Torbjørn Karl Svendsen, Arianit Kurti
2019	—	`conf`	The Effect of a Flipped Classroom in a SPOC: Students' Perceptions and Attitudes. ICETC Zenun Kastrati, Arianit Kurti, Johan Hagelbäck
2019	J	`jnl`	The impact of deep learning on document classification using semantically rich representations. Inf. Process. Manag. Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
2019	—	`conf`	Transfer Learning to Timed Text Based Video Classification Using CNN. WIMS Zenun Kastrati, Ali Shariq Imran, Arianit Kurti
2018	—	`—`	Improving Document Classification Using Ontologies. Zenun Kastrati
2018	C	`conf`	MOOC dropout prediction using machine learning techniques: Review and research challenges. EDUCON Fisnik Dalipi, Ali Shariq Imran, Zenun Kastrati
2017	C	`conf`	Improving Document Classification Effectiveness Using Knowledge Exploited by Ontologies. NLDB Zenun Kastrati, Sule Yildirim Yayilgan
2017	—	`conf`	Supervised Ontology-Based Document Classification Model. ICCDA Zenun Kastrati, Sule Yildirim Yayilgan
2016	—	`conf`	An Analysis of Social Collaboration and Networking Tools in eLearning. HCI (23) Ali Shariq Imran, Krenare Pireva, Fisnik Dalipi, Zenun Kastrati
2016	—	`conf`	Automatically Enriching Domain Ontologies for Document Classification. WIMS Zenun Kastrati, Sule Yildirim Yayilgan, Rune Hjelsvold
2016	—	`conf`	Pedagogical Document Classification and Organization Using Domain Ontology. HCI (23) Ali Shariq Imran, Zenun Kastrati
2016	J	`jnl`	SEMCON: A Semantic and Contextual Objective Metric for Enriching Domain Ontology Concepts. Int. J. Semantic Web Inf. Syst. Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
2016	—	`conf`	Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities. HCI (23) Fisnik Dalipi, Sule Yildirim Yayilgan, Ali Shariq Imran, Zenun Kastrati
2015	—	`conf`	A General Framework for Text Document Classification Using SEMCON and ACVSR. HCI (4) Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
2015	—	`conf`	An Improved Concept Vector Space Model for Ontology Based Classification. SITIS Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
2015	—	`conf`	Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON. HCI (14) Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan, Fisnik Dalipi
2015	—	`conf`	Enhancing the Learner's Performance Analysis Using SMEUS Semantic E-learning System and Business Intelligence Technologies. HCI (24) Fisnik Dalipi, Sule Yildirim Yayilgan, Zenun Kastrati
2015	—	`conf`	SEMCON: Semantic and contextual objective metric. ICSC Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
2015	C	`conf`	Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts. NLDB Zenun Kastrati, Sule Yildirim Yayilgan, Ali Shariq Imran
2014	B	`conf`	Adaptive Concept Vector Space Representation Using Markov Chain Model. EKAW Zenun Kastrati, Ali Shariq Imran
2014	—	`conf`	Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. HCI (27) Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
2010	—	`conf`	Subjective-based quality assessment for online games. SimuTools Dorel Picovici, David Denieffe, Zenun Kastrati