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  1. Ansatte

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English

Sarang Shaikh

Last ned pressefoto
Last ned pressefoto
Foto:

Sarang Shaikh

Postdoktor
Institutt for informasjonssikkerhet og kommunikasjonsteknologi
Fakultet for informasjonsteknologi og elektroteknikk

sarang.shaikh@ntnu.no
+4792041857 +923352383628 T438 Topasbygget Kallerud, Gjøvik
ResearchGate Google Scholar
Om Forskning Publikasjoner Undervisning Formidling

Om

CV

Kompetanseord

  • agent-based modeling and simulation
  • artificial intelligence
  • deep learning
  • educational technologies
  • language technologies
  • machine learning
  • natural language processing

Forskning

  • MRPET
  • DeepNLP

METICOS

A Platform for Monitoring and Prediction of Social Impact and Acceptability of Modern Border Control Technology

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Alle publikasjoner i Nasjonalt vitenarkiv (NVA)

2025

  • Hashmi, Ehtesham; Shaikh, Sarang; Yildirim-Yayilgan, Sule; Abomhara, Mohamed; Akerkar, Rajendra; Afzal, Mehtab. (2025) Multi-domain text classification via linguistic and semantic feature integration. Social Network Analysis and Mining
    Vitenskapelig artikkel
  • Hashmi, Ehtesham; Ahmad, Hasnain; Mazhar, Muhammad Tayyab; Yildirim-Yayilgan, Sule; Afzal, Mehtab; Shaikh, Sarang. (2025) A Robust and Linguistically-Aware Hate Speech Detection System for Roman Urdu. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)
    Vitenskapelig artikkel
  • Vella, Dante Della; Senarath, Yasas; Hashmi, Ehtesham; Abomhara, Mohamed; Shaikh, Sarang; Igland, Torborg. (2025) Eliciting Socio-Technical Research Needs on Countering Violence-Inducing and Hateful Speech in Cyberspace. Digital Society: Ethics, Socio-Legal and Governance of Digital Technology
    Vitenskapelig artikkel
  • Hjelmtveit, Kevin; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2025) Moderating Respectful Conversations Using Reinforcement Q-Learning and Markov Decision Process Approaches. Neural Computing & Applications
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed Ali Saleh. (2025) Dataset on travellers’ acceptance of border control technologies: Insights from METICOS pilot trials. Data in Brief
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Abomhara, Mohamed Ali Saleh; Zoto, Erjon. (2025) Multilingual user perceptions analysis from twitter using zero shot learning for border control technologies. Social Network Analysis and Mining
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2025) Predicting and Improving Technology Acceptance for Border Control Technologies. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doktorgradsavhandling

2024

  • Mobeen, Noor E; Shaikh, Sarang; Nweke, Livinus Obiora; Abomhara, Mohamed; Yildirim-Yayilgan, Sule; Fahad, Muhammad. (2024) Vineyard Leaf Disease Prediction: Bridging the Gap Between Predictive Accuracy and Interpretability. Advances in Intelligent Systems and Computing
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2024) From Insights to Action: Proposing Social Sensing Toolkit for Border Control Technology Acceptance Prediction. Scientific Reports
    Vitenskapelig artikkel
  • Ali, Hashir; Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2024) Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques. Electronics (Basel)
    Vitenskapelig artikkel
  • Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2024) Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers. Social Network Analysis and Mining
    Vitenskapelig artikkel
  • Mughal, Nimra; Mujtaba, Ghulam; Shaikh, Sarang; Kumar, Aveenash; Daudpota, Sher Muhammad. (2024) Comparative Analysis of Deep Natural Networks and Large Language Models for Aspect-Based Sentiment Analysis. IEEE Access
    Vitenskapelig artikkel

2023

  • Blanka, Klimova; Pikhart, Marcel; Polakova, Petra; Cerna, Miloslava; Shaikh, Sarang; Yildirim-Yayilgan, Sule. (2023) A Systematic Review on the Use of Emerging Technologies in Teaching English as an Applied Language at the University Level. Systems
    Vitenskapelig oversiktsartikkel/review
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Klimova, Blanka; Pikhart, Marcel. (2023) Assessing the Usability of ChatGPT for Formal English Language Learning. European Journal of Investigation in Health, Psychology and Education
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Shahbaz, Sikandar; Rabbia, Mahum; E., Ragab Adham; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2023) SCDet: A Robust Approach for the Detection of Skin Lesions. Diagnostics (Basel)
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yayilgan, Sule Yildirim. (2023) Developing an agent-based simulation model for predicting technology acceptance at border crossing points. IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Vitenskapelig antologi/Konferanseserie

2022

  • Akhtar, Malik Javed; Mahum, Rabbia; Butt, Faisal Shafique; Amin, Rashid; El-Sherbeeny, Ahmed M.; Lee, Seongkwan Mark. (2022) A Robust Framework for Object Detection in a Traffic Surveillance System. Electronics (Basel)
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yayilgan, Sule Yildirim; Zoto, Erjon; Abomhara, Mohamed. (2022) Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach. Proceedings of the Northern Lights Deep Learning Workshop
    Vitenskapelig artikkel
  • Mahum, Rabbia; Irtaza, Aun; Nawaz, Marriam; Nazir, Tahira; Masood, Momina; Shaikh, Sarang. (2022) A robust framework to generate surveillance video summaries using combination of zernike moments and r-transform and deep neural network. Multimedia Tools and Applications
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yayilgan, Sule Yildirim; Zoto, Erjon; Abomhara, Mohamed. (2022) A survey of artificial intelligence techniques for user perceptions’ extraction from social media data. Lecture Notes in Networks and Systems
    Vitenskapelig oversiktsartikkel/review

2021

  • Ramchand, Sonam; Shaikh, Sarang; Alam, Irtija. (2021) Role of Artificial Intelligence in Software Quality Assurance. Lecture Notes in Networks and Systems
    Vitenskapelig artikkel
  • Shaikh, Sarang. (2021) COINS RESEARCH SUMMER SCHOOL 2021 (ONLINE-ZOOM). arxiv.com arxiv.com
    Rapport
  • Shaikh, Sarang; Daudpotta, Sher Muhammad; Imran, Ali Shariq. (2021) Bloom’s Learning Outcomes’ Automatic Classification Using LSTM and Pretrained Word Embeddings. IEEE Access
    Vitenskapelig artikkel
  • Yayilgan, Sule Yildirim; Shaikh, Sarang. (2021) The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies. University of Jyväskylä
    Vitenskapelig artikkel

Tidsskriftspublikasjoner

  • Hashmi, Ehtesham; Shaikh, Sarang; Yildirim-Yayilgan, Sule; Abomhara, Mohamed; Akerkar, Rajendra; Afzal, Mehtab. (2025) Multi-domain text classification via linguistic and semantic feature integration. Social Network Analysis and Mining
    Vitenskapelig artikkel
  • Hashmi, Ehtesham; Ahmad, Hasnain; Mazhar, Muhammad Tayyab; Yildirim-Yayilgan, Sule; Afzal, Mehtab; Shaikh, Sarang. (2025) A Robust and Linguistically-Aware Hate Speech Detection System for Roman Urdu. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)
    Vitenskapelig artikkel
  • Vella, Dante Della; Senarath, Yasas; Hashmi, Ehtesham; Abomhara, Mohamed; Shaikh, Sarang; Igland, Torborg. (2025) Eliciting Socio-Technical Research Needs on Countering Violence-Inducing and Hateful Speech in Cyberspace. Digital Society: Ethics, Socio-Legal and Governance of Digital Technology
    Vitenskapelig artikkel
  • Hjelmtveit, Kevin; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2025) Moderating Respectful Conversations Using Reinforcement Q-Learning and Markov Decision Process Approaches. Neural Computing & Applications
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed Ali Saleh. (2025) Dataset on travellers’ acceptance of border control technologies: Insights from METICOS pilot trials. Data in Brief
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Abomhara, Mohamed Ali Saleh; Zoto, Erjon. (2025) Multilingual user perceptions analysis from twitter using zero shot learning for border control technologies. Social Network Analysis and Mining
    Vitenskapelig artikkel
  • Mobeen, Noor E; Shaikh, Sarang; Nweke, Livinus Obiora; Abomhara, Mohamed; Yildirim-Yayilgan, Sule; Fahad, Muhammad. (2024) Vineyard Leaf Disease Prediction: Bridging the Gap Between Predictive Accuracy and Interpretability. Advances in Intelligent Systems and Computing
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2024) From Insights to Action: Proposing Social Sensing Toolkit for Border Control Technology Acceptance Prediction. Scientific Reports
    Vitenskapelig artikkel
  • Ali, Hashir; Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2024) Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques. Electronics (Basel)
    Vitenskapelig artikkel
  • Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2024) Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers. Social Network Analysis and Mining
    Vitenskapelig artikkel
  • Mughal, Nimra; Mujtaba, Ghulam; Shaikh, Sarang; Kumar, Aveenash; Daudpota, Sher Muhammad. (2024) Comparative Analysis of Deep Natural Networks and Large Language Models for Aspect-Based Sentiment Analysis. IEEE Access
    Vitenskapelig artikkel
  • Blanka, Klimova; Pikhart, Marcel; Polakova, Petra; Cerna, Miloslava; Shaikh, Sarang; Yildirim-Yayilgan, Sule. (2023) A Systematic Review on the Use of Emerging Technologies in Teaching English as an Applied Language at the University Level. Systems
    Vitenskapelig oversiktsartikkel/review
  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Klimova, Blanka; Pikhart, Marcel. (2023) Assessing the Usability of ChatGPT for Formal English Language Learning. European Journal of Investigation in Health, Psychology and Education
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Shahbaz, Sikandar; Rabbia, Mahum; E., Ragab Adham; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2023) SCDet: A Robust Approach for the Detection of Skin Lesions. Diagnostics (Basel)
    Vitenskapelig artikkel
  • Akhtar, Malik Javed; Mahum, Rabbia; Butt, Faisal Shafique; Amin, Rashid; El-Sherbeeny, Ahmed M.; Lee, Seongkwan Mark. (2022) A Robust Framework for Object Detection in a Traffic Surveillance System. Electronics (Basel)
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yayilgan, Sule Yildirim; Zoto, Erjon; Abomhara, Mohamed. (2022) Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach. Proceedings of the Northern Lights Deep Learning Workshop
    Vitenskapelig artikkel
  • Mahum, Rabbia; Irtaza, Aun; Nawaz, Marriam; Nazir, Tahira; Masood, Momina; Shaikh, Sarang. (2022) A robust framework to generate surveillance video summaries using combination of zernike moments and r-transform and deep neural network. Multimedia Tools and Applications
    Vitenskapelig artikkel
  • Shaikh, Sarang; Yayilgan, Sule Yildirim; Zoto, Erjon; Abomhara, Mohamed. (2022) A survey of artificial intelligence techniques for user perceptions’ extraction from social media data. Lecture Notes in Networks and Systems
    Vitenskapelig oversiktsartikkel/review
  • Ramchand, Sonam; Shaikh, Sarang; Alam, Irtija. (2021) Role of Artificial Intelligence in Software Quality Assurance. Lecture Notes in Networks and Systems
    Vitenskapelig artikkel
  • Shaikh, Sarang; Daudpotta, Sher Muhammad; Imran, Ali Shariq. (2021) Bloom’s Learning Outcomes’ Automatic Classification Using LSTM and Pretrained Word Embeddings. IEEE Access
    Vitenskapelig artikkel
  • Yayilgan, Sule Yildirim; Shaikh, Sarang. (2021) The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies. University of Jyväskylä
    Vitenskapelig artikkel

Bøker

  • Shaikh, Sarang; Yayilgan, Sule Yildirim. (2023) Developing an agent-based simulation model for predicting technology acceptance at border crossing points. IEEE (Institute of Electrical and Electronics Engineers) IEEE (Institute of Electrical and Electronics Engineers)
    Vitenskapelig antologi/Konferanseserie

Rapport

  • Shaikh, Sarang; Yildirim-Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2025) Predicting and Improving Technology Acceptance for Border Control Technologies. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Doktorgradsavhandling
  • Shaikh, Sarang. (2021) COINS RESEARCH SUMMER SCHOOL 2021 (ONLINE-ZOOM). arxiv.com arxiv.com
    Rapport

Undervisning

Emner

  • IMT6171 - Kunstig intelligens og maskinlæring for informasjonssikkerhetsapplikasjoner
  • IMT4133 - Data Science for Security and Forensics

Formidling

2025

  • Vitenskapelig foredrag
    Shaikh, Sarang; Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Abomhara, Mohamed; Akerkar, Rajendra Arvind. (2025) Improving Text Classification by Fusing Linguistic and Semantic Features. 2025 6th International Conference on Advancements in Computational Sciences (ICACS) 2025-02-18 - 2025-02-19

2024

  • Vitenskapelig foredrag
    Bhandari, Alen; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2024) Transformers In Medical Domain: Swin Transformer as a Binary Classification Model for Pneumonia. Future of Information and Communication Conference (FICC) 2024 2024-04-04 - 2024-04-05

2023

  • Faglig foredrag
    Shaikh, Sarang; Daudpotta, Sher Muhammad; Yildirim-Yayilgan, Sule; Sindhu, Sindhu. (2023) Exploring the potential of large-language models (LLMs) for student feedback sentiment analysis. Exploring the potential of large-language models (LLMs) for student feedback sentiment analysis 2023-12-11 - 2023-12-12

2022

  • Vitenskapelig foredrag
    Zoto, Erjon; Shaikh, Sarang; Yildirim-Yayilgan, Sule; Abomhara, Mohamed. (2022) Designing an innovative toolkit for assessing user acceptance of border control technologies. International Conference Rebound, Rebuild, and Reinvent for a Sustainable and Equitable Development (3R4SED) 2022-06-10 - 2022-06-11

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