The proceedings contain 198 papers. The topics discussed include: an evaluation of transformer-based models in personal health mention detection;RNN variants vs transformer variants: uncertainty in text classification...
ISBN:
(纸本)9798350346022
The proceedings contain 198 papers. The topics discussed include: an evaluation of transformer-based models in personal health mention detection;RNN variants vs transformer variants: uncertainty in text classification with Monte Carlo dropout;DNN based blood glucose level estimation using ppg characteristic features of smartphone videos;comparative analysis of interpretable mushroom classification using several machine learning models;data-driven forecasting of weather in Bangladesh leveraging transformer network and strong inter-feature correlation;performance evaluation of fake news detection using predictive modeling;paddy disease detection using deep learning;estimating aerodynamic data via supervised learning;a 2d convolution neural network based method for human emotion classification from speech signal;a secure medical record sharing scheme based on blockchain and two-fold encryption;an approach to classify the shot selection by batsmen in cricket matches using deep neural network on image data;a blockchain based secure framework for user-centric multi-party skyline queries;a deep learning-based Bengali visual question answering system;intelligent door controller using deep learning-based network pruned face recognition;and a robust vision based lane scenario detection and classification using machine learning for self-driving vehicles.
The proceedings contain 38 papers. The topics discussed include: industry standards and standardization: analysis of annual reports of technology organizations;research on skewed license plate recognition: a systemati...
ISBN:
(纸本)9781665425094
The proceedings contain 38 papers. The topics discussed include: industry standards and standardization: analysis of annual reports of technology organizations;research on skewed license plate recognition: a systematic literature review;optical fiber network design in Bangka-Belitung islands;wavelet transformation approach to identify several fluctuation patterns by applying the amplitude representative value scheme;actuator response model of 3DOF solar tracking based on tetrahedron sensor;design a simulation tools for goal seeking behavior of a mobile robot;and enhanced point cloud upsampling using multi-branch network and attention fusion.
The proceedings contain 38 papers. The topics discussed include: e-government roadmap for smart governance: a study from Banyu Wangi smart village;the clever ant: using video-based learning media to explain diagonal c...
ISBN:
(纸本)9781665401470
The proceedings contain 38 papers. The topics discussed include: e-government roadmap for smart governance: a study from Banyu Wangi smart village;the clever ant: using video-based learning media to explain diagonal cuboid;redesigning user interface on halal tourism application with user-centered design approach;text mining in chat room of online learning for detection emotion using artificial intelligence;internal social media acceptance in government organizations;color feature extraction of fingernail image based on HSV color space as early detection risk of diabetes mellitus;computer-aided translation based on Lampung language as low resource language;analysis of the effect of promotion an technology acceptance model on purchase interest in Tokopedia;and academic dishonesty (cheating) in online examination: a literature review.
The proceedings contain 75 papers. The topics discussed include: automatic identification of malaria-infected cells using deep convolutional neural network;demystify the black-box of deep learning models for COVID-19 ...
ISBN:
(纸本)9781665494359
The proceedings contain 75 papers. The topics discussed include: automatic identification of malaria-infected cells using deep convolutional neural network;demystify the black-box of deep learning models for COVID-19 detection from chest CT radiographs;application of chrominance based rPPG in estimation of heart rate from video signal;improving performance of a pre-trained ResNet-50 based VGGFace recognition system by utilizing retraining as a heuristic step;multitask learning as question answering with BERT;identifying author in Bengali literature by Bi-LSTM with attention mechanism;image tagging by fine-tuning class semantics using text data from web scraping;and hybrid feature vector space based ensemble machine learning approach for sentiment analysis on amazon product reviews.
The proceedings contain 80 papers. The topics discussed include: back-imaging scheme in RF-powered passive camera system;proactive attack detection at the edge through an ensemble deep learning model;a secure federate...
ISBN:
(纸本)9781665466677
The proceedings contain 80 papers. The topics discussed include: back-imaging scheme in RF-powered passive camera system;proactive attack detection at the edge through an ensemble deep learning model;a secure federated learning mechanism for data privacy protection;OFDM signal design based on electrode-based through-the-earth communication;spiking mean field multi-agent reinforcement learning for dynamic resources allocation in D2D networks;joint optimization of latency and reward for offloading dependent tasks in mobile edge computing;energy-efficient power control and resource allocation based on deep reinforcement learning for d2d communications in cellular networks;a fuzzy Bayesian network based on fault tree for vaccine safety risks analysis;a reinforcement learning-based task classification mechanism for privacy-enhanced mobile crowdsensing strategy;a mobile crowd sensing ecosystem based on fog computing infrastructure;preserving privacy for edge weights in communication networks;and design and implementation of anti-wireless electricity rubbing system.
The proceedings contain 101 papers. The topics discussed include: bioinformatics approach to analyze gene expression profile and comorbidities of gastric cancer;performance analysis of machine learning techniques to p...
ISBN:
(纸本)9781665422444
The proceedings contain 101 papers. The topics discussed include: bioinformatics approach to analyze gene expression profile and comorbidities of gastric cancer;performance analysis of machine learning techniques to predict hotel booking cancellations in hospitality industry;a lightweight convolutional neural network for white blood cells classification;BNNet: towards a comprehensive Bangla WordNet;square enclosed circle microstrip patch antenna for microwave head imaging;machine learning based automatic classification of customer sentiment;sentiment analysis in Bengali via transfer learning using multi-lingual BERT;Jamdani motif generation using conditional GAN;and dynamical analysis of nonlinear electrical transmission line through fractional derivative.
The proceedings contain 42 papers. The topics discussed include: classification of nuclear explosion earthquake signal based on machine learning approach;face recognition using light-convolutional neural networks base...
ISBN:
(纸本)9781728154237
The proceedings contain 42 papers. The topics discussed include: classification of nuclear explosion earthquake signal based on machine learning approach;face recognition using light-convolutional neural networks based on modified VGG16 model;EEG-P300 potential in methadone subjects based on parietal and frontal channels with different image stimulus;implementation ANFIS method for prediction needs drug-based population diseases and patient;design and simulation of automatic folders;the development of document similarity detector by Jaccard formulation;and e-marketing and challenges among Indonesian coffee farmers.
The proceedings contain 44 papers. The topics discussed include: big data technologies using SVM (Case study: surface water classification on regional water utility company in Surabaya);image mapping detection of gree...
ISBN:
(纸本)9781728134369
The proceedings contain 44 papers. The topics discussed include: big data technologies using SVM (Case study: surface water classification on regional water utility company in Surabaya);image mapping detection of green areas using speed up robust features;evaluative study of integration of clinic management information system with Pcare BPJS of health using COBIT 4.1 approach;determination of RGB in fingernail image as early detection of diabetes mellitus;development of IoT for automated water quality monitoring system;and application of best first search method to search nearest business partner location (case study: PT Coca Cola Amatil Indonesia, Bandar Lampung).
The proceedings contain 60 papers. The topics discussed include: reasoning based workload performance prediction in cloud data centers;probability density computation neural network for time series data;context based ...
ISBN:
(纸本)9781728150116
The proceedings contain 60 papers. The topics discussed include: reasoning based workload performance prediction in cloud data centers;probability density computation neural network for time series data;context based trust formation using direct user-experience in the Internet of Things(IoT);metaheuristic-based workload selection for hybrid cloud rendering of CAD models;industrial control via application containers: migrating from bare-metal to IAAS;delta encoding overhead analysis of cloud storage systems using client-side encryption;and generalized cost-aware cloudlet placement for vehicular edge computing systems.
The proceedings contain 106 papers. The topics discussed include: low power wide tuning range differential ring VCO for RFID transponder;heterogeneous hand guise classification based on surface electromyographic signa...
ISBN:
(纸本)9781728158426
The proceedings contain 106 papers. The topics discussed include: low power wide tuning range differential ring VCO for RFID transponder;heterogeneous hand guise classification based on surface electromyographic signals using multichannel convolutional neural network;explore voice and foot-based interaction techniques to navigate 2D radiological images in the virtual reality operation theater;energy efficiency investigation in massive MIMO 5G system using Nakagami-m fading channel;LSTM based approach for diabetic symptomatic activity recognition using smartphone sensors;market basket analysis using apriori and FP growth algorithm;performance evaluation of proportional fair and round robin algorithm for downlink resource schedulers at different user mobility;and comparison of the efficiency of machine learning algorithms on twitter sentiment analysis of pathao.
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