Zenun Kastrati

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 45

Top Venues

IEEE Access

ICCAI

HCI (23)

Comput. Biol. Medicine

Norwegian University of Science and Technology, Trondheim, Norway (PHD)

Education History

Norwegian University of Science and Technology, Trondheim, Norway

PHD

Publications

Ammar Ahmed, Ali Shariq Imran, Abdul Manaf, Zenun Kastrati, Sher Muhammad Daudpota
Enhancing Wrist Fracture Detection with YOLO. CoRR (2024)
Ammar Ahmed, Ali Shariq Imran, Abdul Manaf, Zenun Kastrati, Sher Muhammad Daudpota
Enhancing wrist abnormality detection with YOLO: Analysis of state-of-the-art single-stage detection models. Biomed. Signal Process. Control. 93 (2024)
Ammar Ahmed, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Mohib Ullah, Waheed Noor
Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset. Comput. Biol. Medicine 181 (2024)
Zenun Kastrati, Ali Shariq Imran, Sher Muhammad Daudpota, Muhammad Atif Memon, Muhamet Kastrati
Soaring Energy Prices: Understanding Public Engagement on Twitter Using Sentiment Analysis and Topic Modeling With Transformers. IEEE Access 11 (2023)
Zenun Kastrati, Arianit Kurti, Fisnik Dalipi, Mexhid Ferati
Leveraging Topic Modeling to Investigate Learning Experience and Engagement of MOOC Completers. MIS4TEL (2023)
Hans Petter Fauchald Taralrud, Abdulfatah Abdi Salah, Ali Shariq Imran, Zenun Kastrati
Multimodal Sentiment Analysis for Personality Prediction. FIT (2023)
Ali Shariq Imran, Henrik Hodnefjeld, Zenun Kastrati, Noureen Fatima, Sher Muhammad Daudpota, Mudasir Ahmad Wani
Classifying European Court of Human Rights Cases Using Transformer-Based Techniques. IEEE Access 11 (2023)
Subhan Ali, Filza Akhlaq, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Muhammad Moosa
The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review. Comput. Biol. Medicine 166 (2023)
Soonh Taj, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Raheel Ahmed Memon, Javed Ahmed
IoT-based supply chain management: A systematic literature review. Internet Things 24 (2023)
Noureen Fatima, Sher Muhammad Daudpota, Zenun Kastrati, Ali Shariq Imran, Saif Hassan, Nouh Sabri Elmitwally
Improving news headline text generation quality through frequent POS-Tag patterns analysis. Eng. Appl. Artif. Intell. 125 (2023)
Fisnik Dalipi, Mexhid Ferati, Arianit Kurti, Zenun Kastrati
Investigating the FAIRness of Science and Technology Open Data: A Focus in the Scandinavian Countries. HCI (37) (2022)
Muhamet Kastrati, Marenglen Biba, Ali Shariq Imran, Zenun Kastrati
Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. ISMIS (2022)
Noureen Fatima, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota, Abdullah Soomro
A Systematic Literature Review on Text Generation Using Deep Neural Network Models. IEEE Access 10 (2022)
Maryam Edalati, Ali Shariq Imran, Zenun Kastrati, Sher Muhammad Daudpota
The Potential of Machine Learning Algorithms for Sentiment Classification of Students' Feedback on MOOC. IntelliSys (3) (2021)
Siri Amanda Rääf, Johanna Knöös, Fisnik Dalipi, Zenun Kastrati
Investigating Learning Experience of MOOCs Learners Using Topic Modeling and Sentiment Analysis. ITHET (2021)
Arianit Kurti, Fisnik Dalipi, Mexhid Ferati, Zenun Kastrati
Increasing the Understandability and Explainability of Machine Learning and Artificial Intelligence Solutions: A Design Thinking Approach. IHIET (Strasbourg) (2021)
Hikmat Yar, Ali Shariq Imran, Zulfiqar Ahmad Khan, Muhammad Sajjad, Zenun Kastrati
Towards Smart Home Automation Using IoT-Enabled Edge-Computing Paradigm. Sensors 21 (14) (2021)
Abdul Ghafoor, Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Abdullah, Rakhi Batra, Mudasir Ahmad Wani
The Impact of Translating Resource-Rich Datasets to Low-Resource Languages Through Multi-Lingual Text Processing. IEEE Access 9 (2021)
Ali Shariq Imran, Sher Muhammad Daudpota, Zenun Kastrati, Rakhi Batra
Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning on COVID-19 Related Tweets. IEEE Access 8 (2020)
Zenun Kastrati, Ali Shariq Imran, Arianit Kurti
Weakly Supervised Framework for Aspect-Based Sentiment Analysis on Students' Reviews of MOOCs. IEEE Access 8 (2020)
Mexhid Ferati, Fisnik Dalipi, Zenun Kastrati
Open Government Data Through the Lens of Universal Design. HCI (9) (2020)
Zenun Kastrati, Blend Arifaj, Arianit Lubishtani, Fitim Gashi, Engjëll Nishliu
Aspect-Based Opinion Mining of Students' Reviews on Online Courses. ICCAI (2020)
Ali Shariq Imran, Sher Mohammad Doudpota, Zenun Kastrati, Rakhi Bhatra
Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning - a Case Study on COVID-19. CoRR (2020)
Zenun Kastrati, Ali Shariq Imran, Arianit Kurti
Integrating word embeddings and document topics with deep learning in a video classification framework. Pattern Recognit. Lett. 128 (2019)
Ali Shariq Imran, Fisnik Dalipi, Zenun Kastrati
Predicting Student Dropout in a MOOC: An Evaluation of a Deep Neural Network Model. ICCAI (2019)
Zenun Kastrati, Arianit Kurti, Johan Hagelbäck
The Effect of a Flipped Classroom in a SPOC: Students' Perceptions and Attitudes. ICETC (2019)
Zenun Kastrati, Ali Shariq Imran, Arianit Kurti
Transfer Learning to Timed Text Based Video Classification Using CNN. WIMS (2019)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
The impact of deep learning on document classification using semantically rich representations. Inf. Process. Manag. 56 (5) (2019)
Ali Shariq Imran, Zenun Kastrati, Torbjørn Karl Svendsen, Arianit Kurti
Text-Independent Speaker ID Employing 2D-CNN for Automatic Video Lecture Categorization in a MOOC Setting. ICTAI (2019)
Ali Shariq Imran, Zenun Kastrati, Torbjørn Karl Svendsen, Arianit Kurti
Text-Independent Speaker ID for Automatic Video Lecture Classification Using Deep Learning. ICCAI (2019)
Zenun Kastrati, Ali Shariq Imran
Performance analysis of machine learning classifiers on improved concept vector space models. Future Gener. Comput. Syst. 96 (2019)
Fisnik Dalipi, Ali Shariq Imran, Zenun Kastrati
MOOC dropout prediction using machine learning techniques: Review and research challenges. EDUCON (2018)
Zenun Kastrati, Sule Yildirim Yayilgan
Supervised Ontology-Based Document Classification Model. ICCDA (2017)
Zenun Kastrati, Sule Yildirim Yayilgan
Improving Document Classification Effectiveness Using Knowledge Exploited by Ontologies. NLDB (2017)
Zenun Kastrati, Sule Yildirim Yayilgan, Rune Hjelsvold
Automatically Enriching Domain Ontologies for Document Classification. WIMS (2016)
Ali Shariq Imran, Krenare Pireva, Fisnik Dalipi, Zenun Kastrati
An Analysis of Social Collaboration and Networking Tools in eLearning. HCI (23) (2016)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
SEMCON: A Semantic and Contextual Objective Metric for Enriching Domain Ontology Concepts. Int. J. Semantic Web Inf. Syst. 12 (2) (2016)
Ali Shariq Imran, Zenun Kastrati
Pedagogical Document Classification and Organization Using Domain Ontology. HCI (23) (2016)
Fisnik Dalipi, Sule Yildirim Yayilgan, Ali Shariq Imran, Zenun Kastrati
Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities. HCI (23) (2016)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
A General Framework for Text Document Classification Using SEMCON and ACVSR. HCI (4) (2015)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
An Improved Concept Vector Space Model for Ontology Based Classification. SITIS (2015)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
SEMCON: Semantic and contextual objective metric. ICSC (2015)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan, Fisnik Dalipi
Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON. HCI (14) (2015)
Zenun Kastrati, Sule Yildirim Yayilgan, Ali Shariq Imran
Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts. NLDB (2015)
Fisnik Dalipi, Sule Yildirim Yayilgan, Zenun Kastrati
Enhancing the Learner's Performance Analysis Using SMEUS Semantic E-learning System and Business Intelligence Technologies. HCI (24) (2015)
Zenun Kastrati, Ali Shariq Imran, Sule Yildirim Yayilgan
Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. HCI (27) (2014)
Zenun Kastrati, Ali Shariq Imran
Adaptive Concept Vector Space Representation Using Markov Chain Model. EKAW (2014)
Dorel Picovici, David Denieffe, Zenun Kastrati
Subjective-based quality assessment for online games. SimuTools (2010)

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Publication Activity (10 Years)

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Zenun Kastrati