The proceedings contain 56 papers. The topics discussed include: forecasting of medium-term energy output of on-grid rooftop photovoltaic arrays - case study for a Sri Lankan solar panel installer;an automatic density...
ISBN:
(纸本)9798350341454
The proceedings contain 56 papers. The topics discussed include: forecasting of medium-term energy output of on-grid rooftop photovoltaic arrays - case study for a Sri Lankan solar panel installer;an automatic density cluster generation method to identify the amount of tool flank wear via tool vibration;effectiveness of machine learning algorithms on battling counterfeit items in e-commerce marketplaces;defaulter prediction in the fixed-line telecommunication sector using machine learning;a comprehensive approach to evaluating software code quality through a flexible quality model;Alapana generation using finite state machines and generative adversarial networks;detecting click fraud using an improved Lenet-5 convolution neural network;and impact of feature selection towards short text classification.
The proceedings contain 76 papers. The topics discussed include: disease diagnosis from facial alternations using ensemble CNNs;reference architecture for microservices with an optimized inter-service communication st...
ISBN:
(纸本)9798350375688
The proceedings contain 76 papers. The topics discussed include: disease diagnosis from facial alternations using ensemble CNNs;reference architecture for microservices with an optimized inter-service communication strategy;autonomous warning system to detect road blockers and collisions while notifying users about potential risks;sustainable logistics practices in Sri Lankan FMCG industry: implementation drivers;evaluating the effectiveness of gamification in improving user experience in e-commerce platforms in Sri Lanka;exploring the challenges affecting the successful adoption of DevOps practices in Sri Lanka;impact of AI-based predictive analytics on demand forecasting in ERP systems: a systematic literature review;and functional size measurement of IoT devices using COSMIC function point: a novel set of guidelines.
The proceedings contain 54 papers. The topics discussed include: design of an online platform for the agriculture community to localize scientific knowledge and foster sustainability;extraction of sentiments in Tamil ...
ISBN:
(纸本)9781665473750
The proceedings contain 54 papers. The topics discussed include: design of an online platform for the agriculture community to localize scientific knowledge and foster sustainability;extraction of sentiments in Tamil sentences using deep learning;designing of a voice-based programming IDE for source code generation: a machine learning approach;predicting mothers with postpartum depression using machine learning approaches;stock market prediction using artificial intelligence;deep hybrid learning framework for plant disease recognition;hate words detection among Sri Lankan social media text messages;common object request broker-based publisher-subscriber middleware for Internet of things - edge computing;and performance comparison of neural network models on edge devices using face mask detection system.
The proceedings contain 41 papers. The topics discussed include: temporal preferential attachment: predicting new links in temporal social networks;exploiting optimum acoustic features in COVID-19 individual’s breath...
ISBN:
(纸本)9781665409650
The proceedings contain 41 papers. The topics discussed include: temporal preferential attachment: predicting new links in temporal social networks;exploiting optimum acoustic features in COVID-19 individual’s breathing sounds;forecasting foreign exchange rate: use of FbProphet;automatic road traffic signs detection and recognition using ‘you only look once’ version 4 (YOLOv4);framework to mitigate supply chain disruptions in the apparel industry during an epidemic outbreak;a MILP model to optimize the proportion of production quantities considering the ANP composite performance index;feature selection in automobile price prediction: an integrated approach;and an exploratory evaluation of replacing ESB with microservices in service-oriented architecture.
The proceedings contain 36 papers. The topics discussed include: ecosystem mapping technology to understand innovation challenges in MSME sector: an analysis of the handicraft sector in Sri Lanka;design of an auto dis...
ISBN:
(纸本)9781728172491
The proceedings contain 36 papers. The topics discussed include: ecosystem mapping technology to understand innovation challenges in MSME sector: an analysis of the handicraft sector in Sri Lanka;design of an auto disconnecting regulator and a safety switch to prevent domestic gas leakages;a solution to overcome speech disorder of patients using brain neuron EEG signals;blockchain-based distributed reputation model for ensuring trust in mobile adhoc networks;smart electricity monitoring and analyzing an IoT system with a mobile application;dengue mosquito larvae identification using digital images;vision-based automatic warning system to prevent dangerous and illegal vehicle overtaking;and extending use-case point-based software effort estimation for open source freelance software development.
The proceedings contain 35 papers. The topics discussed include: face and upper-body emotion recognition using service robot's eyes in a domestic environment;predictive maintenance 4.0 as next evolution step in in...
ISBN:
(纸本)9789557041216
The proceedings contain 35 papers. The topics discussed include: face and upper-body emotion recognition using service robot's eyes in a domestic environment;predictive maintenance 4.0 as next evolution step in industrial maintenance development;part of speech tagging for twitter conversations using conditional random fields model;a simulation model to analyze Sri Lankan megacity logistics behavior: megapolis logistics of Sri Lanka;an application of transfer learning techniques in identifying herbal plants in Sri Lanka;modeling simulation of the hydration process of cement for rapid concrete constructions;and a novel computational method to capture FPGA technology trends from patent information.
Due to industry demands and massive applications, the social media landscape is rapidly expanding. However, in Sri Lanka, analyzing social media data is still considered a young research topic. This article examines t...
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This paper proposes the design, implementation, and performance evaluation of an integrated datalogger for standalone Photovoltaic (SAPV) systems utilizing Internet of Things (IoT) technology and Maximum Power Point T...
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This research paper introduces a groundbreaking smart system designed to assist hearing-impaired students in comprehending spoken Tamil, the second language in Sri Lanka. The system addresses the challenges faced by t...
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