Research Publications: Recent submissions

  • Water quality monitoring system for aquaculture using iot and machine learning 
    Rathnayaka, R. M. C. J. S.; Hanees, A. L. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    The aquaculture industry's success hinges on maintaining optimal water quality, especially for fish breeding. This study aims to optimize aquaculture practices through an IoT-enabled water quality monitoring system. ...
  • Prototype automated multi-functional robot for warehouse cargo handling 
    Vidanapathirana, K. D.; Nanayakkara, P. G. A. I.; Sajanapriya, K. A. H.; Jayasuriya, L. T. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Manual picking and sorting in warehouses were identified as slow, costly, and labor intensive processes, with labor contributing to 65% of total operational costs, and picking accounting for 55%. To address these ...
  • Intelligent traffic congestion control using real-time vehicle tracking 
    Abeysinghe, A. H. M. E. B.; Naleer, H. M. M. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Traffic congestion is a serious problem, especially in urban areas where it continues to deteriorate, making real-time road traffic density monitoring vital for efficient signal control and traffic management. Various ...
  • Mobile-based CNNS for plant leaf disease classification and prediction 
    Hamnaand, A. N. F. Z.; Hanees, A. L. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Plants are affected by many diseases, which farmers find challenging to control. When these diseases are classified at an early stage, it will be easy for the farmers to detect the disease and control it with less ...
  • QoS aware automated batch inference 
    Dilushan, G.; Riza, M. S. I.; Jananie, J. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    The complexity of the predominant deployment of machine learning inference and batch processing needs attention for careful resource utilization without degrading the performance. End user side, when the cost is ...
  • Advancements in hexapod robot design: overcoming challenges and exploring applications. 
    Thajan, V.; Amarasingha, A. R. P. C. C. J. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    This paper introduces a new hexapod robot's design methodology and control strategy. The main goal is to develop a versatile and stable hexapod system with advanced locomotion capabilities by using state-of-the-art ...
  • Automated diagnosis of diabetic retinopathy severity levels using deep learning 
    Sivaparan, T.; Sureka, S.; Kujinthan, K.; Rajeetha, T.; Janotheepan, M. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Diabetic retinopathy is a condition where high blood sugar damages the retina's blood vessels, potentially leading to vision loss or blindness. However, manual classification of diabetic retinopathy severity levels has ...
  • Identifying the best machine learning model for forecasting the spatiotemporal spread patterns of COVID-19 infection in the kandy district 
    Madushi, K. B. A.; Kahatapitiya, K. R. A. L.; Bandara, K. G. S. U. R.; Dhanasekara, D. M. M. L. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    The COVID-19 outbreak from China has infected more than 573.8 million people all over the world including more than 6.3 million deaths. In Sri Lanka, there are more than 670,000 cases including 16,770 deaths up to now. ...
  • Classifying ride fare predictions using filtered ensamples random forest and gradient boosting algorithms 
    Uthayasanker, T. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Ride-hailing applications predict the fare for each trip at the beginning of the ride. Accurate prediction fare prediction helps improve the user experience and trip conversion. We aim to build a machine learning model ...
  • Classifying ride fare predictions using filtered ensamples random forest and gradient boosting algorithms 
    Uthayasanker, T. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Ride-hailing applications predict the fare for each trip at the beginning of the ride. Accurate prediction fare prediction helps improve the user experience and trip conversion. We aim to build a machine learning model ...
  • Advancing emotion detection in text: integrating advanced feature extraction techniques with deep learning models 
    Karlavi, M. M.; Chatrabgoun, O. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Detecting emotions in textual data is a vital task in natural language processing, with applications sentiment analysis, recommendation systems, and humancomputer interaction. Emotion classification plays a crucial ...
  • Brain tumor detection using convolutional neural networks and machine learning models 
    Thinusan, B.; Sharangan, K.; Tharsujan, K.; Rajeetha, T. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    critical to improving patient outcomes. However, manual classification of brain tumors remains challenging due to the complex nature of tumor characteristics and the time intensive nature of the process. This study seeks ...
  • Fluoride ion adsorption on areca catechu (betelnut palm) nut husk activated carbon 
    Nusha, M. I. F.; Sashikesh, G. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Groundwater seems to be the most significant natural source of potable water for millions of individuals. Fluoride ion pollution in groundwater is a major problem in Sri Lanka's dry zone areas. Groundwater, particularly ...
  • Design and fabrication of cellulose-based radiative cooler for zero-energy food preservation 
    Gunasekara, H. T. P. R. N.; Haniffa, M. A. C. M. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    like heat treatment, dehydration, cooling, and fermentation have been developed. Cooling is generally the most adopted method by using refrigerators or freezers. However, it consumes more energy and emits environmental ...
  • Synthesis of carbon dots for bio-sensing applications 
    Sasna, A. R. F.; Haniffa, M. A. C. M. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Carbon Dots (CDs) are one of the most important nanomaterials ever known to humanity. They have been widely concerned in recent years because of their biocompatibility, low cytotoxicity, photostability, easy surface ...
  • Human-crocodile conflict in Sri Lanka: threats and habitat vulnerability analysis 
    Wijesundara, A. A. S. G.; Karawita, K. V. D. H. R. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    The increasing frequency of human-crocodile conflicts in Sri Lanka has raised concerns, particularly as human settlements encroach on natural crocodile habitats. The aim of this study is to investigate the patterns and ...
  • Relationship between mangrove stand productivity and biodiversity: a case study of Chilaw Lagoon 
    Piyumali, J. N.; Ahamed, A. M. R.; Dharmaretnam, M. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Mangroves are specialized coastal ecosystems which are very productive due to their particular adaptations to salty and wet settings. Chilaw lagoon, located in Sri Lanka's North-Western Province, Puttalam district, is ...
  • Seed dormancy and storage behaviour of selected economically important plant species from wet zone lowland rainforests in Si lanka 
    Samarasinghe, B. R. C. P.; Jayasuriya, K. M. G. G.; Gunaratne, A. M. T. A.; Dixon, K. W. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    Floriculture and traditional medicine are two main industries that depend on wild plant species heavily. Lack of knowledge on propagation of wild species is one main drawback in utilizing wild plants in these two ...
  • Comparative study of water quality parameters in two urban lakes in the western province of Sri Lanka 
    Samaranayake, D. A. G. G. S; Perera, H. A. C. C. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-01-06)
    The water quality of an aquatic ecosystem has a significant influence on many fields, including ecology, community health, and biodiversity. Thus, continuous monitoring and evaluation of water quality parameters is ...
  • Comparative study of water quality parameters in two urban lakes in the western province of Sri Lanka 
    Samaranayake, D. A. G. G. S; Perera, H. A. C. C. (Faculty of Applied Sciences, South Eastern University of Sri Lanka, Sammanthurai., 2024-11-06)
    The water quality of an aquatic ecosystem has a significant influence on many fields, including ecology, community health, and biodiversity. Thus, continuous monitoring and evaluation of water quality parameters is ...

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