Zenun Kastrati
Title
Cited by
Cited by
Year
MOOC dropout prediction using machine learning techniques: Review and research challenges
F Dalipi, AS Imran, Z Kastrati
2018 IEEE Global Engineering Education Conference (EDUCON), 1007-1014, 2018
572018
The impact of deep learning on document classification using semantically rich representations
Z Kastrati, AS Imran, SY Yayilgan
Information Processing & Management 56 (5), 1618-1632, 2019
252019
An analysis of social collaboration and networking tools in elearning
AS Imran, K Pireva, F Dalipi, Z Kastrati
International Conference on Learning and Collaboration Technologies, 332-343, 2016
202016
Integrating word embeddings and document topics with deep learning in a video classification framework
Z Kastrati, AS Imran, A Kurti
Pattern Recognition Letters 128, 85-92, 2019
152019
SEMCON: A Semantic and Contextual Objective Metric for Enriching Domain Ontology Concepts
Z Kastrati, AS Imran, S Yildirim
International Journal on Semantic Web and Information Systems (IJSWIS) 12 (2 …, 2016
142016
An Improved Concept Vector Space Model for Ontology Based Classification
Z Kastrati, A Imran, S Yayilgan
11th International Conference on Signal-Image Technology & Internet-Based …, 2015
142015
Towards understanding the MOOC trend: pedagogical challenges and business opportunities
F Dalipi, SY Yayilgan, AS Imran, Z Kastrati
International Conference on Learning and Collaboration Technologies, 281-291, 2016
122016
Analysis of online social networks posts to investigate suspects using SEMCON
Z Kastrati, AS Imran, S Yildirim-Yayilgan, F Dalipi
International Conference on Social Computing and Social Media, 148-157, 2015
122015
SEMCON: semantic and contextual objective metric
Z Kastrati, AS Imran, SY Yayilgan
Proceedings of the 2015 IEEE 9th International Conference on Semantic …, 2015
82015
Weakly supervised framework for aspect-based sentiment analysis on students’ reviews of moocs
Z Kastrati, AS Imran, A Kurti
IEEE Access 8, 106799-106810, 2020
72020
Predicting Student Dropout in a MOOC: An Evaluation of a Deep Neural Network Model
AS Imran, F Dalipi, Z Kastrati
Proceedings of the 2019 5th International Conference on Computing and …, 2019
62019
Performance analysis of machine learning classifiers on improved concept vector space models
Z Kastrati, AS Imran
Future Generation Computer Systems 96, 552-562, 2019
42019
Adaptive concept vector space representation using markov chain model
Z Kastrati, AS Imran
International Conference on Knowledge Engineering and Knowledge Management …, 2014
42014
Cross-cultural polarity and emotion detection using sentiment analysis and deep learning on COVID-19 related tweets
AS Imran, SM Daudpota, Z Kastrati, R Batra
IEEE Access 8, 181074-181090, 2020
32020
Aspect-Based Opinion Mining of Students' Reviews on Online Courses
Z Kastrati, B Arifaj, A Lubishtani, F Gashi, E Nishliu
Proceedings of the 2020 6th International Conference on Computing and …, 2020
32020
Pedagogical Document Classification and Organization Using Domain Ontology
AS Imran, Z Kastrati
International Conference on Learning and Collaboration Technologies, 499-509, 2016
32016
WET: Word embedding-topic distribution vectors for MOOC video lectures dataset
Z Kastrati, A Kurti, AS Imran
Data in brief 28, 105090, 2020
22020
Transfer Learning to Timed Text Based Video Classification Using CNN
Z Kastrati, AS Imran, A Kurti
Proceedings of the 9th International Conference on Web Intelligence, Mining …, 2019
22019
Supervised Ontology-Based Document Classification Model
Z Kastrati, SY Yayilgan
Proceedings of the International Conference on Compute and Data Analysis …, 2017
22017
Document image classification using SEMCON
Z Kastrati, AS Imran
2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA …, 2015
22015
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