Supriya Sarker
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View article: Practice of Writing Death Certificates in Different Medical College Hospitals of Bangladesh
Practice of Writing Death Certificates in Different Medical College Hospitals of Bangladesh Open
Background: Accurate death certification is essential for legal, administrative, and public health functions. However, errors in completing death certificates can undermine the reliability of mortality data. Objectives: This study aimed to…
View article: Beacon: A Naturalistic Driving Dataset During Blackouts for Benchmarking Traffic Reconstruction and Control
Beacon: A Naturalistic Driving Dataset During Blackouts for Benchmarking Traffic Reconstruction and Control Open
Extreme weather and infrastructure vulnerabilities pose significant challenges to urban mobility, particularly at intersections where signals become inoperative. To address this growing concern, we introduce Beacon, a naturalistic driving …
View article: Evaluation of Folic Acid Deficiency Anaemia in Predialysis Chronic Kidney Disease Patients: A Hospital-based Study
Evaluation of Folic Acid Deficiency Anaemia in Predialysis Chronic Kidney Disease Patients: A Hospital-based Study Open
Background: Chronic kidney disease (CKD) is defined as decreasing kidney function for more than 3 months. Anemia is a common complication of CKD due to a decrease in the hormone erythropoietin related to hemoglobin levels. Folic acid helps…
View article: Traffic Reconstruction and Analysis of Natural Driving Behaviors at Unsignalized Intersections
Traffic Reconstruction and Analysis of Natural Driving Behaviors at Unsignalized Intersections Open
This paper explores the intricacies of traffic behavior at unsignalized intersections through the lens of a novel dataset, combining manual video data labeling and advanced traffic simulation in SUMO. This research involved recording traff…
View article: Analyzing Behaviors of Mixed Traffic via Reinforcement Learning at Unsignalized Intersections
Analyzing Behaviors of Mixed Traffic via Reinforcement Learning at Unsignalized Intersections Open
In this report, we delve into two critical research inquiries. Firstly, we explore the extent to which Reinforcement Learning (RL) agents exhibit multimodal distributions in the context of stop-and-go traffic scenarios. Secondly, we invest…
View article: Dependency of sanitation infrastructure on the discharge of faecal coliform and SARS-CoV-2 viral RNA in wastewater from COVID and non-COVID hospitals in Dhaka, Bangladesh
Dependency of sanitation infrastructure on the discharge of faecal coliform and SARS-CoV-2 viral RNA in wastewater from COVID and non-COVID hospitals in Dhaka, Bangladesh Open
View article: Comparison of Musculoskeletal Manifestations Between Diabetes and Hypothyroidism Patients
Comparison of Musculoskeletal Manifestations Between Diabetes and Hypothyroidism Patients Open
Background: Worldwide, musculoskeletal (MSK) problems are prevalent and a primary source of disability and lost time at work. The spectrum of MSK diseases includes a wide range of ailments. Both Diabetes mellitus and hypothyroidism has bee…
View article: A Comprehensive Review on Big Data for Industries: Challenges and Opportunities
A Comprehensive Review on Big Data for Industries: Challenges and Opportunities Open
Technological advancements in large industries like power, minerals, and manufacturing are generating massive data every second. Big data techniques have opened up numerous opportunities to utilize massive datasets in several effective way…
View article: Driving maneuver classification from time series data: a rule based machine learning approach
Driving maneuver classification from time series data: a rule based machine learning approach Open
View article: Driving Maneuver Classification Using Domain Specific Knowledge and Transfer Learning
Driving Maneuver Classification Using Domain Specific Knowledge and Transfer Learning Open
With the increasing number of vehicles, the usage of technology has also been increased in the transportation system. Although automobile companies are using advanced technologies to develop high performing transports, traffic safety still…
View article: A Data Change Rule Based Empirical Framework for Labeling Unlabeled Time Series Driving Data
A Data Change Rule Based Empirical Framework for Labeling Unlabeled Time Series Driving Data Open
Most of the driving maneuver classification methodsfollow supervised learning techniques and utilize ground truth in order to train classifiers. However, collecting ground truth is the most troublesome, expensive, and significant task of c…
View article: A Data Change Rule Based Empirical Framework for Labeling Unlabeled Time Series Driving Data
A Data Change Rule Based Empirical Framework for Labeling Unlabeled Time Series Driving Data Open
Most of the driving maneuver classification methodsfollow supervised learning techniques and utilize ground truth in order to train classifiers. However, collecting ground truth is the most troublesome, expensive, and significant task of c…
View article: An approach towards data change rule based classification of driving maneuver with LSTM network
An approach towards data change rule based classification of driving maneuver with LSTM network Open
The proposed work develops a Long Short Term Memory (LSTM) model for multi class classification of driving maneuver from sensor fusion time series dataset. The work also analyzes the significance of sensor fusion data change rule and utili…
View article: An approach towards data change rule based classification of driving maneuver with LSTM network
An approach towards data change rule based classification of driving maneuver with LSTM network Open
The proposed work develops a Long Short Term Memory (LSTM) model for multi class classification of driving maneuver from sensor fusion time series dataset. The work also analyzes the significance of sensor fusion data change rule and utili…
View article: Energy saving smart waste segregation and notification system
Energy saving smart waste segregation and notification system Open
The proposed system provides a smart and energy efficient means of waste segregation.
View article: Energy saving smart waste segregation and notification system
Energy saving smart waste segregation and notification system Open
The proposed system provides a smart and energy efficient means of waste segregation.
View article: An IoT based Real-time Low Cost Smart Energy Meter Monitoring System using Android Application
An IoT based Real-time Low Cost Smart Energy Meter Monitoring System using Android Application Open
Nowadays IoT based applications are becoming more popular because it provides efficient solutions for many real time problems. In this paper, an IoT based electric meter monitoring system using android application has been proposed that ai…
View article: An Approach Towards Intelligent Accident Detection, Location Tracking\n and Notification System
An Approach Towards Intelligent Accident Detection, Location Tracking\n and Notification System Open
Advancement in transportation system has boosted speed of our lives.\nMeantime, road traffic accident is a major global health issue resulting huge\nloss of lives, properties and valuable time. It is considered as one of the\nreasons of hi…
View article: An assistive HCI system based on block scanning objects using eye blinks
An assistive HCI system based on block scanning objects using eye blinks Open
Human-Computer Interaction (HCI) provides a new communication channel between human and the computer. We develop an assistive system based on block scanning techniques using eye blinks that presents a hands-free interface between human and…
View article: An Approach Towards Intelligent Accident Detection, Location Tracking and Notification System
An Approach Towards Intelligent Accident Detection, Location Tracking and Notification System Open
Advancement in transportation system has boosted speed of our lives. Meantime, road traffic accident is a major global health issue resulting huge loss of lives, properties and valuable time. It is considered as one of the reasons of highe…
View article: Cyberbullying of High School Students in Bangladesh: An Exploratory Study
Cyberbullying of High School Students in Bangladesh: An Exploratory Study Open
This study explores the cyberbullying experience of the high school students in Bangladesh. The motivation of the work is to identify the internet usage and online activities that may cause cyberbullying victimization of the students of th…
View article: Cyberbullying of High School Students in Bangladesh: An Exploratory\n Study
Cyberbullying of High School Students in Bangladesh: An Exploratory\n Study Open
This study explores the cyberbullying experience of the high school students\nin Bangladesh. The motivation of the work is to identify the internet usage and\nonline activities that may cause cyberbullying victimization of the students of\…