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2020
1 Imran, Ali Shariq; Daudpota, Sher Muhammad; Kastrati, Zenun; Batra, Rakhi.
Cross-Cultural Polarity and Emotion Detection Using Sentiment Analysis and Deep Learning on COVID-19 Related Tweets. IEEE Access 2020 ;Volum 8. s. 181074-181090
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2 Kastrati, Zenun; Imran, Ali Shariq; Kurti, Arianit.
Weakly Supervised Framework for Aspect-Based Sentiment Analysis on Students’ Reviews of MOOCs. IEEE Access 2020 ;Volum 8. s. 106799-106810
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3 Kastrati, Zenun; Kurti, Arianit; Imran, Ali Shariq.
WET: Word embedding-topic distribution vectors for MOOC video lectures dataset. Data in Brief 2020 ;Volum 28.
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2019
4 Imran, Ali Shariq; Dalipi, Fisnik; Kastrati, Zenun.
Predicting Student Dropout in a MOOC: An Evaluation of a Deep Neural Network Model. I: ICCAI '19 Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6106-4. s. 190-195
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5 Imran, Ali Shariq; Haflan, Vetle; Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Svendsen, Torbjørn Karl.
Evaluating Acoustic Feature Maps in 2D-CNN for Speaker Identification. I: ICMLC '19 Proceedings of the 2019 11th International Conference on Machine Learning and Computing. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6600-7. s. 211-216
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6 Imran, Ali Shariq; Kastrati, Zenun; Svendsen, Torbjørn Karl; Kurti, Arianit.
Text-Independent Speaker ID for Automatic Video Lecture Classification Using Deep Learning. I: ICCAI '19 Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6106-4. s. 175-180
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7 Imran, Ali Shariq; Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Svendsen, Torbjørn Karl.
A Study on the Performance Evaluation of Machine Learning Models for Phoneme Classification. I: ICMLC '19 Proceedings of the 2019 11th International Conference on Machine Learning and Computing. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6600-7. s. 52-58
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8 Kastrati, Zenun; Imran, Ali Shariq.
Performance analysis of machine learning classifiers on improved concept vector space models. Future generations computer systems 2019 ;Volum 96. s. 552-562
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9 Kastrati, Zenun; Imran, Ali Shariq; Kurti, Arianit.
Integrating word embeddings and document topics with deep learning in a video classification framework. Pattern Recognition Letters 2019 ;Volum 128. s. 85-92
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10 Kastrati, Zenun; Imran, Ali Shariq; Kurti, Arianit.
Transfer Learning to Timed Text Based Video Classification Using CNN. I: WIMS2019 Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6190-3. s. -
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11 Kastrati, Zenun; Imran, Ali Shariq; Yildirim Yayilgan, Sule.
The impact of deep learning on document classification using semantically rich representations. Information Processing & Management 2019 ;Volum 56.(5) s. 1618-1632
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12 Pireva, Krenare; Tahir, Rabail; Imran, Ali Shariq; Chaudhary, Niraj.
Evaluating learners’ emotional states by monitoring brain waves for comparing game-based learning approach to pen-and-paper. I: FIE 2019 conference proceedings. IEEE 2019 ISBN 978-1-7281-1746-1.
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13 Sabzi Shahrebabaki, Abdolreza; Imran, Ali Shariq; Olfati, Negar; Svendsen, Torbjørn Karl.
A Comparative Study of Deep Learning Techniques on Frame-Level Speech Data Classification. Circuits, systems, and signal processing 2019 ;Volum 38. s. -
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14 Sabzi Shahrebabaki, Abdolreza; Olfati, Negar; Imran, Ali Shariq; Sabato Marco, Siniscalchi; Svendsen, Torbjørn Karl.
A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion. Interspeech 2019 s. 3775-3779
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2018
15 Dalipi, Fisnik; Imran, Ali Shariq; Kastrati, Zenun.
MOOC dropout prediction using machine learning techniques: Review and research challenges. I: EDUCON 2018 - Emerging Trends and Challenges of Engineering Education Education. IEEE 2018 ISBN 978-1-5386-2957-4. s. 1007-1014
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16 Hanif, Adnan; Mansoor, Atif Bin; Imran, Ali Shariq.
Performance Analysis of Vehicle Detection Techniques: A Concise Survey. I: Trends and Advances in Information Systems and Technologies. Springer Publishing Company 2018 ISBN 978-3-319-77712-2. s. 491-500
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17 Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule.
A Hybrid Concept Learning Approach to Ontology Enrichment. I: Innovations, Developments, and Applications of Semantic Web and Information Systems. IGI Global 2018 ISBN 9781522550426. s. 85-119
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18 Sabzi Shahrebabaki, Abdolreza; Imran, Ali Shariq; Olfati, Negar; Svendsen, Torbjørn Karl.
Acoustic Feature Comparison for Different Speaking Rates. I: Human-Computer Interaction. Interaction Technologies. Springer 2018 ISBN 978-3-319-91250-9. s. 176-189
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2017
19 Hanif, Adnan; Mansoor, Atif Bin; Imran, Ali Shariq.
Deep Multi-View Correspondence for Identity-Aware Multi-Target Tracking. I: 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE conference proceedings 2017 ISBN 978-1-5386-2839-3. s. 497-504
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2016
20 Dalipi, Fisnik; Imran, Ali Shariq; Idrizi, Florim; Aliu, Hesat.
An Analysis of Learner Experience with MOOCs in Mobile and Desktop Learning Environment. I: Advances in Human Factors, Business Management, Training and Education. Springer 2016 ISBN 978-3-319-42070-7. s. 393-402
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21 Dalipi, Fisnik; Yildirim, Sule; Imran, Ali Shariq; Kastrati, Zenun.
Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9753. s. 281-291
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22 Hanif, Adnan; Mansoor, Atif Bin; Imran, Ali Shariq.
Sub-Nyquist sampling and detection in Costas coded pulse compression radars. EURASIP Journal on Advances in Signal Processing 2016 ;Volum 2016.(125)
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23 Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart James.
Automatic annotation of lecture videos for multimedia driven pedagogical platforms. Knowledge Management & E-Learning: An International Journal 2016 ;Volum 8.(4) s. 550-580
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24 Imran, Ali Shariq; Kastrati, Zenun.
Pedagogical Document Classification and Organization Using Domain Ontology. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9753. s. 499-509
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25 Imran, Ali Shariq; Pireva, Krenare; Dalipi, Fisnik; Kastrati, Zenun.
An analysis of social collaboration and networking tools in eLearning. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9753. s. 332-343
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26 Karahoda, Bertan; Pireva, Krenare; Imran, Ali Shariq.
Mel Frequency Cepstral Coefficients Based Similar Albanian Phonemes Recognition. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9734. s. 491-500
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27 Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule.
SEMCON: A semantic and contextual objective metric for enriching domain ontology concepts. International Journal on Semantic Web and Information Systems (IJSWIS) 2016 ;Volum 12.(2) s. 1-24
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28 Ullah, Mohib; Alaya Cheikh, Faouzi; Imran, Ali Shariq.
HoG Based Real-Time Multi-Target Tracking in Bayesian Framework. I: 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). IEEE 2016 ISBN 978-1-5090-3811-4. s. 416-422
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2015
29 Dalipi, Fisnik; Mendoza, Diana Marina Armijo; Imran, Ali Shariq; Yayilgan, Sule.
An Intelligent Model for Predicting the Occurrence of Skiing Injuries. I: 2015 5th National Symposium on Information Technology: Towards New Smart World (NSITNSW); Riyadh, Saudi Arabia, 17-19 February, 2015. IEEE conference proceedings 2015 ISBN 978-1-4799-7626-3. s. -
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30 Kastrati, Zenun; Imran, Ali Shariq.
Document Image Classification using SEMCON. I: 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA); Conference proceedings, 2-4 September, Bogota, Colombia. IEEE conference proceedings 2015 ISBN 978-1-4673-9461-1. s. -
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31 Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule.
A General Framework for Text Document Classification Using SEMCON and ACVSR. I: Human Interface and the Management of Information. Information and Knowledge Design 17th International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part I. Springer 2015 ISBN 978-3-319-20612-7. s. 310-319
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32 Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule; Dalipi, Fisnik.
Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON. I: Social Computing and Social Media 7th International Conference, SCSM 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings. Springer 2015 ISBN 978-3-319-20367-6. s. 148-157
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33 Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule.
An Improved Concept Vector Space Model for Ontology Based Classification. I: SITIS 2015 - The 11th International Conference on Signal Image Technology & Internet System. IEEE 2015 ISBN 978-1-4673-9721-6. s. 240-245
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34 Kastrati, Zenun; Yayilgan, Sule; Imran, Ali Shariq.
SEMCON: Semantic and contextual objective metric. I: Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing. IEEE 2015 ISBN 978-1-4799-7935-6. s. 65-68
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35 Kastrati, Zenun; Yayilgan, Sule; Imran, Ali Shariq.
Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts. I: Natural Language Processing and Information Systems; 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015, Passau, Germany, June 17-19, 2015, Proceedings. Springer 2015 ISBN 978-3-319-19581-0. s. 137-143
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36 Pireva, Krenare; Imran, Ali Shariq; Dalipi, Fisnik.
User behaviour analysis on LMS and MOOC. I: IEEE Conference on e-Learning, e-Management and e-Services (IC3e); 24th – 26th August 2015, Melaka, Malaysia. IEEE conference proceedings 2015 ISBN 978-1-4673-9437-6. s. 21-26
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37 Sharma, Vivek; Dittrich, Frank; Yayilgan, Sule; Imran, Ali Shariq; Wörn, Heinz.
How to Tune a Random Forest for Real-time Segmentation in Safe Human-Robot Collaboration?. I: HCI International 2015 - Posters’ Extended Abstracts International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings, Part I. Springer 2015 ISBN 978-3-319-21380-4. s. 700-704
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2014
38 Alawawdeh, Alaeddin; Imran, Ali Shariq; Kowalski, Stewart.
Norwegian Information Security Lectures As a Case Study For Hyper Interactive Presenter. I: World Congress on Computer Applications and Information Systems (WCCAIS), 2014. IEEE conference proceedings 2014 ISBN 978-1-4799-3350-1. s. -
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39 Imran, Ali Shariq; Alaya Cheikh, Faouzi; Kowalski, Stewart.
Media annotations in hyperlinked pedagogical platforms. I: International Conference on Web & Open Access to Learning, ICWOAL, 2014. Curran Associates, Inc. 2014 ISBN 978-1-4799-5739-2. s. 1-6
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40 Imran, Ali Shariq; Atif, Mansoor; Islam, A.B.M Tariqul.
An Automatic and Innovative Approach for Converting Pedagogical Text Documents to Visual Learning Object. I: HCI International 2014 - Posters' Extended Abstracts. International Conference, HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, Part II. Springer 2014 ISBN 978-3-319-07854-0. s. 84-88
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41 Imran, Ali Shariq; Kowalski, Stewart.
HIP – A Technology-Rich and Interactive Multimedia Pedagogical Platform. I: Learning and Collaboration Technologies. Designing and Developing Novel Learning Experiences; First International Conference, LCT 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014, Proceedings, Part I. Springer 2014 ISBN 978-3-319-07482-5. s. 151-160
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42 Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule.
Objective Keyword Selection For Lecture Video Annotation. I: 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France. IEEE conference proceedings 2014 ISBN 978-1-4799-4572-6. s. -
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43 Imran, Ali Shariq; Siakidis, Christos; Alaya Cheikh, Faouzi; Kowalski, Stewart.
3-Dimensional Tag Clouds for Multimedia Driven Pedagogical Platforms. I: World Congress on Computer Applications and Information Systems (WCCAIS), 2014. IEEE conference proceedings 2014 ISBN 978-1-4799-3350-1. s. -
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44 Islam, A.B.M Tariqul; Scheel, Christian Fredrik; Imran, Ali Shariq; Staadt, Oliver.
Fast and Accurate 3D Reproduction of a Remote Collaboration Environment. I: Virtual, Augmented and Mixed Reality. Designing and Developing Virtual and Augmented Environments. Springer 2014 ISBN 978-3-319-07458-0. s. 351-362
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45 Kastrati, Zenun; Imran, Ali Shariq.
Adaptive Concept Vector Space Representation Using Markov Chain Model. I: Knowledge Engineering and Knowledge Management. Springer 2014 ISBN 978-3-319-13704-9. s. 203-208
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46 Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule Yildirim.
Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. I: HCI International 2014 - Posters' Extended Abstracts. International Conference, HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, Part II. Springer 2014 ISBN 978-3-319-07854-0. s. 95-100
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47 Nordhaug, Øyvind Aaen; Imran, Ali Shariq; Alawawdeh, Alaeddin; Kowalski, Stewart.
The forensic challenger. I: International Conference on Web & Open Access to Learning, ICWOAL, 2014. Curran Associates, Inc. 2014 ISBN 978-1-4799-5739-2. s. 1-6
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2013
48 Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim.
Semantic Keyword Selection for Automatic Video Annotation. I: International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan. IEEE conference proceedings 2013 ISBN 9781479932115. s. 241-246
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2012
49 Imran, Ali Shariq; Alaya Cheikh, Faouzi.
Lecture content classification tool. I: 5th International Symposium on Communications Control and Signal Processing (ISCCSP), 2012; May 2-4, 2012, Rome, Italy. IEEE conference proceedings 2012 ISBN 9781467302760. s. -
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50 Imran, Ali Shariq; Alaya Cheikh, Faouzi.
Multimedia Learning Objects Framework for E-Learning. I: ICEEE 2012, International Conference on e-Learning and e-Technologies in Education; Technical University of Lodz, Poland, Sept. 24-26, 2012. IEEE conference proceedings 2012 ISBN 978-1-4673-1678-1. s. 105-109
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