Rashedur M. Rahman
YOU?
Author Swipe
View article: Spatio-temporal adaptive fusion transformer for next POI recommendation
Spatio-temporal adaptive fusion transformer for next POI recommendation Open
View article: BERANI BICARA BAHASA INGGRIS: INTERACTIVE ENGLISH CONVERSATION TRAINING TO BOOST SPEAKING CONFIDENCE AMONG CHILDREN IN PUBLIC HOUSING
BERANI BICARA BAHASA INGGRIS: INTERACTIVE ENGLISH CONVERSATION TRAINING TO BOOST SPEAKING CONFIDENCE AMONG CHILDREN IN PUBLIC HOUSING Open
This community service program aims to boost speaking confidence and mastery of emotion-expression vocabulary among 20 participants aged 9-14 year olds in the Jatinegara Kaum public housing. Using a pre-experimental one-group pretest–postt…
View article: The Potential of Biochar as a Soil Detoxifier: A Review
The Potential of Biochar as a Soil Detoxifier: A Review Open
Soil contamination by heavy metals and organic pollutants has become a major environmental concern due to industrialization, mining, urbanization, and excessive agrochemical use. These contaminants pose serious risks to human health throug…
View article: PENGEMBANGAN POTENSI DESA SUKAMAJU PADA BIDANG PARIWISATA DAN SEKTOR UMKM
PENGEMBANGAN POTENSI DESA SUKAMAJU PADA BIDANG PARIWISATA DAN SEKTOR UMKM Open
Penelitian ini berfokus pada pengembangan potensi Desa Sukamaju, Kecamatan Cilawu, Kabupaten Garut, khususnya pada sektor pariwisata dan UMKM. Melalui pendekatan partisipatif, tim peneliti melakukan redesain Desa Wisata Sindangkasih, pembu…
View article: Clinical and Hematological correlates of dengue infection: Findings from a Tertiary Care Hospital in Bangladesh
Clinical and Hematological correlates of dengue infection: Findings from a Tertiary Care Hospital in Bangladesh Open
Background: Dengue, a mosquito-borne viral infection, is endemic in tropical regions like Bangladesh, where it has led to a significant public health burden. Hematocrit and neutrophil counts are critical indicators in diagnosing and managi…
View article: Artificial Intelligence and Machine Learning in Soil Analysis for Precision Agriculture: A Review
Artificial Intelligence and Machine Learning in Soil Analysis for Precision Agriculture: A Review Open
Soil analysis is a crucial component of precision agriculture, helping to evaluate soil fitness, fertility, and productivity. Conventional soil testing methods, although accurate, are often time-consuming and labor-intensive. AI and ML hol…
View article: Phytochemicals from anti-diabetic medicinal plants: A comprehensive review of glycemic control mechanisms
Phytochemicals from anti-diabetic medicinal plants: A comprehensive review of glycemic control mechanisms Open
Diabetes mellitus, a growing global health concern, is typically managed through pharmaceutical interventions; however, plant-based therapies have emerged as a promising adjunct to conventional treatments. This paper examines the therapeut…
View article: Functional Clothing During Flood Disaster in Pasir Mas, Kelantan: Understand Challenges and Identify Areas to Support
Functional Clothing During Flood Disaster in Pasir Mas, Kelantan: Understand Challenges and Identify Areas to Support Open
View article: Multifunctional and Technological Clothing During the Flood Disaster in Pasir Mas, Kelantan: Understand Challenges and Identify Areas to Support
Multifunctional and Technological Clothing During the Flood Disaster in Pasir Mas, Kelantan: Understand Challenges and Identify Areas to Support Open
View article: Understanding and Predicting Derailment in Toxic Conversations on GitHub
Understanding and Predicting Derailment in Toxic Conversations on GitHub Open
Software projects thrive on the involvement and contributions of individuals from different backgrounds. However, toxic language and negative interactions can hinder the participation and retention of contributors and alienate newcomers. P…
View article: Implementation of Environmental Parameter Control System in Green House to Increase Vegetable Production
Implementation of Environmental Parameter Control System in Green House to Increase Vegetable Production Open
The use of green houses in plant cultivation is one way to approach optimal conditions for plant growth. Green houses are generally useful for protecting plants from extreme air temperatures. This requires further study of the smart featur…
View article: Effect of annealing on the structural, morphological, optical, magnetic, and dielectric properties of nickel-doped cobalt nanoferrites for electronic applications
Effect of annealing on the structural, morphological, optical, magnetic, and dielectric properties of nickel-doped cobalt nanoferrites for electronic applications Open
Nanocrystalline powders of nickel-substituted cobalt ferrite were synthesized using the chemical co-precipitation method with ammonia solution as the precipitating agent, maintaining a nickel-to-iron mole ratio of 1:3. The effects of annea…
View article: Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization
Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization Open
View article: Bengali & Banglish: A monolingual dataset for emotion detection in linguistically diverse contexts
Bengali & Banglish: A monolingual dataset for emotion detection in linguistically diverse contexts Open
The ever-evolving global landscape of communication, driven by Information Technology advancements, underscores the importance of emotion detection in natural language processing. However, challenges persist in interpreting emotions within…
View article: Single and Multi-modal Analysis for Parkinson’s Disease to Detect Its Underlying Factors
Single and Multi-modal Analysis for Parkinson’s Disease to Detect Its Underlying Factors Open
Parkinson’s disease (PD) is a neurological condition characterized by the disruption of both motor and non-motor functions. Given the absence of a definitive diagnostic method, it is crucial to uncover its root causes. Consequently, indivi…
View article: Answer Agnostic Question Generation in Bangla Language
Answer Agnostic Question Generation in Bangla Language Open
Question generation (QG) from a given context paragraph is a demanding task in natural language processing for its practical applications and prospects in various fields. Several studies have been conducted on QG in high-resource languages…
View article: Utilizing deep learning in chipless RFID tag detection: an investigation on high-precision mm-wave spatial tag estimation from 2D virtual imaging
Utilizing deep learning in chipless RFID tag detection: an investigation on high-precision mm-wave spatial tag estimation from 2D virtual imaging Open
Due to their high price, RFID tags are not yet widely used in applications for monitoring, tracing, and information inscribing, such as manufacturing lines, supply chains, and inventory management. The currently utilized barcode-like traci…
View article: Advanced Parkinson’s Disease Detection: A comprehensive artificial intelligence approach utilizing clinical assessment and neuroimaging samples
Advanced Parkinson’s Disease Detection: A comprehensive artificial intelligence approach utilizing clinical assessment and neuroimaging samples Open
Medical experts are utilizing neuroimaging and clinical assessments to enhance the early identification of Parkinson’s disease. The current research initiative offers ways to identify Parkinson’s disease using machine learning and transfer…
View article: Polygenic Hazard Score and Amyloid PET Imaging Mediation Analysis in Alzheimer’s Disease Diagnosis
Polygenic Hazard Score and Amyloid PET Imaging Mediation Analysis in Alzheimer’s Disease Diagnosis Open
This work studies the mediating role of amyloid PET imaging quantitative traits (QTs) in the relationship between genetic risk, measured by the Polygenic Hazard Score (PHS), and Alzheimer’s disease (AD) diagnosis. Data are obtained from th…
View article: Visual Question Generation in Bengali
Visual Question Generation in Bengali Open
The task of Visual Question Generation (VQG) is to generate human-like questions relevant to the given image. As VQG is an emerging research field, existing works tend to focus only on resource-rich language such as English due to the avai…
View article: Analisis Daya Dukung Wilayah untuk Pengembangan Sapi Bali di Kecamatan Baito Kabupaten Konawe Selatan
Analisis Daya Dukung Wilayah untuk Pengembangan Sapi Bali di Kecamatan Baito Kabupaten Konawe Selatan Open
Analysis of the carrying capacity of the region is needed as an appropriate development direction. This study aims to analyze the carrying capacity of the area for the development of Bali cattle in Baito District, South Konawe Regency. The…
View article: An Evaluation of the Effectiveness of Calcium Hydroxide as A Root Canal Sealer Constituent
An Evaluation of the Effectiveness of Calcium Hydroxide as A Root Canal Sealer Constituent Open
A descriptive, comparative study was conducted in the Department of Conservative Dentistry and Endodontics, Dhaka Dental College Hospital, Bangladesh, from December 2014 to November 2015, to evaluate the effectiveness of calcium hydroxide …
View article: Age Recommendation from Texts and Sentences for Children
Age Recommendation from Texts and Sentences for Children Open
Children have less text understanding capability than adults. Moreover, this capability differs among the children of different ages. Hence, automatically predicting a recommended age based on texts or sentences would be a great benefit to…
View article: Erratum to “Blockchain for medical collaboration: A federated learning-based approach for multi-class respiratory disease classification” [Healthc. Anal. 3 (2023) 100135]
Erratum to “Blockchain for medical collaboration: A federated learning-based approach for multi-class respiratory disease classification” [Healthc. Anal. 3 (2023) 100135] Open
View article: An end-to-end pollution analysis and detection system using artificial intelligence and object detection algorithms
An end-to-end pollution analysis and detection system using artificial intelligence and object detection algorithms Open
Environmental pollution is generally a by-product of various human activities. Researchers have studied the dangers and harmful effects of pollutants and environmental pollution for centuries, and many necessary steps have been taken. Mode…
View article: Transformer based Answer-Aware Bengali Question Generation
Transformer based Answer-Aware Bengali Question Generation Open
Question generation (QG), the task of generating questions from text or other forms of data, a significant and challenging subject, has recently attracted more attention in natural language processing (NLP) due to its vast range of busines…
View article: LULC changes to riverine flooding: A case study on the Jamuna River, Bangladesh using the multilayer perceptron model
LULC changes to riverine flooding: A case study on the Jamuna River, Bangladesh using the multilayer perceptron model Open
In riverine nations like Bangladesh, floods are frequent, bringing disaster that impairs people's lives and the national economy. Due to climate change, uncontrolled growth, rapid urbanization, expansion of agriculture plantations, and oth…
View article: Outdoor patient classification in hospitals based on symptoms in Bengali language
Outdoor patient classification in hospitals based on symptoms in Bengali language Open
In recent years, Bangladesh has seen significant development in the digitalization of various healthcare services. Although many mobile applications and social platforms have been developed to automate the services of the healthcare sector…
View article: Natural Language Processing and Sentiment Analysis on Bangla Social Media Comments on Russia–Ukraine War Using Transformers
Natural Language Processing and Sentiment Analysis on Bangla Social Media Comments on Russia–Ukraine War Using Transformers Open
The Bangla Language ranks seventh in the list of most spoken languages with 265 native and non-native speakers around the world and the second Indo-Aryan language after Hindi. However, the growth of research for tasks such as sentiment ana…
View article: Particle swarm optimization based LSTM networks for water level forecasting: A case study on Bangladesh river network
Particle swarm optimization based LSTM networks for water level forecasting: A case study on Bangladesh river network Open
Floods are one of the most catastrophic natural disasters. Water level forecasting is an essential method of avoiding floods and disaster preparedness. In recent years, models for predicting water levels have been developed using artificia…