Department of Computer Science

Department of Computer Science

American International University-Bangladesh

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Faculty of Science & Technology

TALHA BIN SARWAR

Lecturer , Computer Science	LinkedIn
talha.sarwar@aiub.edu	Website
Building: D	Room No: N/A

Biography Educational Background Research Professional Experiences Affiliation Scholarships Participations Professional Developments Others

Educational Details

MScCS

American International University-Bangladesh (AIUB)

BSc

American International University-Bangladesh (AIUB)

SSC

Dhaka Residential Model College (DRMC)

HSC

Dhaka Residential Model College (DRMC)

Biography

Talha Bin Sarwar received his Master of Science in Computer Science (MScCS) from American International University - Bangladesh (AIUB), Dhaka, Bangladesh. He also received his Bachelor of Science in Computer Science and Engineering (BSc in CSE) from American International University - Bangladesh (AIUB), Dhaka, Bangladesh, with the academic distinction of Magna Cum Laude. He was also named to the Dean's List for his outstanding academic performance. After completing MScCS, he worked as a lecturer in the Department of Computer Science at American International University - Bangladesh (AIUB). His research interests include Recommender Systems, Natural Language Processing, Data Mining, and Machine Learning.

Journals

Miah, M Saef Ullah; Kabir, Md Mohsin; Sarwar, Talha Bin; Safran, Mejdl; Alfarhood Sultan ; Mridha, M. F.,2024,"A multimodal approach to cross-lingual sentiment analysis with ensemble of transformer and LLM",Scientific Reports, vol,no.,pp. .

M Saef Ullah Miah, Junaida Sulaiman, Talha Bin Sarwar, Nur Ibrahim, Md Masuduzzaman, Rajan Jose,2023/9/14,"An automated materials and processes identification tool for material informatics using deep learning approach",Heliyon, vol,no.,pp. .

Sarwar, Talha Bin; Noor, Noorhuzaimi Mohd; Miah, M Saef Ullah,2022,"Evaluating keyphrase extraction algorithms for finding similar news articles using lexical similarity calculation and semantic relatedness measurement by word embedding",PeerJ Computer Science, vol8,no.,pp. e1024.

Miah, Md Saef Ullah; Sulaiman, Junaida; Sarwar, Talha Bin; Naseer, Ateeqa; Ashraf, Fasiha; Zamli, Kamal Zuhairi; Jose, Rajan,2022,"Sentence Boundary Extraction from Scientific Literature of Electric Double Layer Capacitor Domain: Tools and Techniques",Applied Sciences, vol12,no.3,pp. 1352.

Ahsan, Shahrukh; Nawaz, Shah Tarik; Sarwar, Talha Bin; Miah, M Saef Ullah; Bhowmik, Abhijit,2022,"A machine learning approach for Bengali handwritten vowel character recognition",International Journal of Artificial Intelligence, vol11,no.3,pp. 1143-1152.

Islam, Saima Sharleen; Haque, Md. Samiul; Miah, M. Saef Ullah; Sarwar, Talha Bin; Nugraha, Ramdhan,2022,"Application of machine learning algorithms to predict the thyroid disease risk: an experimental comparative study",PeerJ Computer Science, vol8,no.,pp. e898.

Sarwar, Talha Bin; Noor, Noorhuzaimi Mohd; Miah, M Saef Ullah; Rashid, Mamunur; Al Farid, Fahmid; Husen, Mohd Nizam,2021,"Recommending Research Articles: A Multi-Level Chronological Learning-Based Approach Using Unsupervised Keyphrase Extraction and Lexical Similarity Calculation",IEEE Access, vol9,no.,pp. 160797-160811.

Miah, M. Saef Ullah; Sulaiman, Junaida; Sarwar, Talha Bin; Zamli, Kamal Z.; Jose, Rajan,2021,"Study of Keyword Extraction Techniques for Electric Double-Layer Capacitor Domain Using Text Similarity Indexes: An Experimental Analysis",Complexity, vol2021,no.,pp. 1-12.

Siduzzaman, Md; Hossan, Md Monir; Alom, Rakibul; Sarwar, Talha Bin; Miah, Md Saef Ullah,,"Performance comparison of HTTP/2 for Common E-Commerce Web Frameworks with Traditional HTTP",Journal of Physics: Conference Series, vol1529,no.5,pp. 052023.

Khan, Md. Nafiul Alam; Miah, M. Saef Ullah; Shahjalal, Md.; Sarwar, Talha Bin; Rokon, Md. Shahariar,,"Predicting Young Imposter Syndrome Using Ensemble Learning",Complexity, vol2022,no.,pp. 1-10.

Conferences

Miah, M Saef Ullah; Sulaiman, Junaida; Sarwar, Talha Bin; Ferdous, Imam Ul; Islam, Saima Sharleen; Haque, Md Samiul,2023,"Target and Precursor Named Entities Recognition from Scientific Texts of High-Temperature Steel Using Deep Neural Network",International Conference on Database and Expert Systems Applications,pp. 203-208.

Md Rifat Hossen, Nazia Alfaz, Adnan Sami, Sharia Arfin Tanim, Talha Bin Sarwar, Md Kamrul Islam,2023,"An EfficientNet to Classify Monkeypox-Comparable Skin Lesions Using Transfer Learning",IEEE International Conference on Omni-layer Intelligent Systems (COINS),pp. 1-6.

M Saef Ullah Miah, Junaida Sulaiman, Talha Bin Sarwar, Saima Sharleen Islam, Mizanur Rahman, Md Samiul Haque,2023,"Medical Named Entity Recognition (MedNER): A Deep Learning Model for Recognizing Medical Entities (Drug, Disease) from Scientific Texts",IEEE EUROCON 2023-20th International Conference on Smart Technologies,pp. 158-162.

Mohammed Tahmid Hossain, Afra Hossain, Sabrina Masum Meem, Md Fahad Monir, Md Saef Ullah Miah, Talha Bin Sarwar,2023,"Impact of COVID-19 Lockdowns on Air Quality in Bangladesh: Analysis and AQI Forecasting with Support Vector Regression",4th International Conference for Emerging Technology (INCET),pp. 1-6.

Islam, Saima Sharleen; Haque, Md Samiul; Miah, M Saef Ullah; Sarwar, Talha Bin; Bhowmik, Abhijit,2022,"A Trend Analysis of crimes in Bangladesh",Proceedings of the 2nd International Conference on Computing Advancements,pp. 501-508.

Md Junayed Hossain, Sheikh Md Abdullah, Mohammad Barkatullah, M Saef Ullah Miah, Talha Bin Sarwar, Md Fahad Monir,2022,"Predicting the Success of Suicide Terrorist Attacks using different Machine Learning Algorithms",25th International Conference on Computer and Information Technology (ICCIT),pp. 378-383.

Alfaz, Nazia; Sarwar, Talha Bin; Das, Argho; Noor, Noorhuzaimi Mohd,2022,"A Densely Interconnected Convolutional Neural Network-Based Approach to Identify COVID-19 from Chest X-ray Images",Proceedings of the 11th International Conference on Robotics, Vision, Signal Processing and Power Applications,pp. 419-425.

Miah, M. Saef Ullah; Sarwar, Talha Bin; Islam, Saima Sharleen; Haque, Md Samiul; Masuduzzaman, Md; Bhowmik, Abhijit,2022,"An adaptive Medical Cyber-Physical System for post diagnosis patient care using cloud computing and machine learning approach",2022 3rd International Conference for Emerging Technology (INCET),pp. 1-6.

Sarwar, Talha Bin; Noor, Noorhuzaimi Mohd,2021,"An Experimental Comparison of Unsupervised Keyphrase Extraction Techniques for Extracting Significant Information from Scientific Research Articles",2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM),pp. 130-135.

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