Search Results - "Uddin, M. Irfan"
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Reversible data hiding techniques with high message embedding capacity in images
Published in PloS one (29-05-2020)“…Reversible Data Hiding (RDH) techniques have gained popularity over the last two decades, where data is embedded in an image in such a way that the original…”
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An adaptable and personalized framework for top-N course recommendations in online learning
Published in Scientific reports (06-05-2024)“…In recent years, the proliferation of Massive Open Online Courses (MOOC) platforms on a global scale has been remarkable. Learners can now meet their learning…”
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Optimal policy learning for COVID-19 prevention using reinforcement learning
Published in Journal of information science (01-06-2022)“…COVID-19 has changed the lifestyle of many people due to its rapid human-to-human transmission. The spread started at the end of January 2020, and different…”
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4
Smart E-Learning Framework For Personalized Adaptive Learning and Sequential Path Recommendations Using Reinforcement Learning
Published in IEEE access (01-01-2023)“…Learning activities are considerably supported and improved by the rapid advancement of e-learning systems. This gives students a tremendous chance to…”
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5
Utilizing grid search cross-validation with adaptive boosting for augmenting performance of machine learning models
Published in PeerJ. Computer science (21-02-2022)“…Corona Virus Disease 2019 (COVID-19) pandemic has increased the importance of Virtual Learning Environments (VLEs) instigating students to study from their…”
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6
Prediction of Future Terrorist Activities Using Deep Neural Networks
Published in Complexity (New York, N.Y.) (2020)“…One of the most important threats to today’s civilization is terrorism. Terrorism not only disturbs the law and order situations in a society but also affects…”
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Recurrent Neural Networks With TF-IDF Embedding Technique for Detection and Classification in Tweets of Dengue Disease
Published in IEEE access (2020)“…With the increased usage of Web 2.0 and data-affluent tools such as social media platforms and web blog services, the challenge of extracting public sentiment…”
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Acute Myeloid Leukemia (AML) Detection Using AlexNet Model
Published in Complexity (New York, N.Y.) (2021)“…Acute Myeloid Leukemia (AML) is a kind of fatal blood cancer with a high death rate caused by abnormal cells’ rapid growth in the human body. The usual method…”
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9
Deep Learning Algorithms for Detection and Classification of Gastrointestinal Diseases
Published in Complexity (New York, N.Y.) (2021)“…Currently, nearly two million patients die of gastrointestinal diseases worldwide. Video endoscopy is one of the latest technologies in the medical imaging…”
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10
Developing a Personalized E-Learning and MOOC Recommender System in IoT-Enabled Smart Education
Published in IEEE access (2023)“…Smart strategies and intelligent technologies are enabling the designing of a smart learning environment that successfully supports the development of…”
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Enabling Clustering for Privacy-Aware Data Dissemination Based on Medical Healthcare-IoTs (MH-IoTs) for Wireless Body Area Network
Published in Journal of healthcare engineering (2020)“…There is a need to develop an effective data preservation scheme with minimal information loss when the patient’s data are shared in public interest for…”
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Detecting Dengue/Flu Infections Based on Tweets Using LSTM and Word Embedding
Published in IEEE access (2020)“…With the massive spike in the use of Online Social Network Sites (OSNSs) platforms such as Web 2.0, microblogs services and online blogs, etc., valuable…”
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13
Channel Contention-Based Routing Protocol for Wireless Ad Hoc Networks
Published in Complexity (New York, N.Y.) (2021)“…With the development of wireless technology, two basic wireless network models that are commonly used, known as infrastructure and wireless ad hoc networks…”
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14
Ensemble Machine Learning Model for Classification of Spam Product Reviews
Published in Complexity (New York, N.Y.) (2020)“…Nowadays, online product reviews have been at the heart of the product assessment process for a company and its customers. They give feedback to a company on…”
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15
Impact analysis of keyword extraction using contextual word embedding
Published in PeerJ. Computer science (30-05-2022)“…A document’s keywords provide high-level descriptions of the content that summarize the document’s central themes, concepts, ideas, or arguments. These…”
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Sentence Embedding Based Semantic Clustering Approach for Discussion Thread Summarization
Published in Complexity (New York, N.Y.) (2020)“…Huge data on the web come from discussion forums, which contain millions of threads. Discussion threads are a valuable source of knowledge for Internet users,…”
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Earliest Possible Global and Local Interpretation of Students' Performance in Virtual Learning Environment by Leveraging Explainable AI
Published in IEEE access (2022)“…In this research study, we propose an Explainable Artificial Intelligence (XAI) model that provides the earliest possible global and local interpretation of…”
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Impact of Lexical Features on Answer Detection Model in Discussion Forums
Published in Complexity (New York, N.Y.) (2021)“…Online forums have become the main source of knowledge over the Internet as data are constantly flooded into them. In most cases, a question in a web forum…”
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A Cross-Layer Solution for Contention Control to Enhance TCP Performance in Wireless Ad-hoc Networks
Published in IEEE access (01-01-2023)“…With the development of wireless technology, users not only have wireless access to the Internet, but this has also sparked the emergence of Wireless Ad-hoc…”
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SEAL: Semantically Enriched Authoring in LATEX-A Model for Scientific Discourse
Published in IEEE access (2022)“…Semantic tags can enrich citation graphs by inter-connecting papers with citation reasons. One of the best sources of knowledge to tell the reason for citation…”
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