The proceedings contain 324 papers. The topics discussed include: data optimization for large batch distributed training of deep neural networks;automatic composition of things in the Internet of things;a review of ma...
ISBN:
(纸本)9781728176246
The proceedings contain 324 papers. The topics discussed include: data optimization for large batch distributed training of deep neural networks;automatic composition of things in the Internet of things;a review of machine learning and cryptography applications;development of an effective and secure communication system in a quarantine situation;a mobile application as didactic material to improve learning on distributed architectures;distributed ray tracing of large scenes using actors;cloud incident response: challenges and opportunities;energy-efficient heterogeneous computing of parallel applications via power capping;a mediated multi-RNN hybrid system for prediction of stock prices;ArtMatch: classifying famous paintings and matching them with children’s artwork;comparisons of full body and facial dog identification;and time series forecasting of COVID-19 infections in United Arab Emirates using ARIMA.
The proceedings contain 35 papers. The topics discussed include: data-driven approach for generating colormaps of scientific simulation data;a 3D-shockwave volume rendering algorithm based on feature boundary detectio...
ISBN:
(纸本)9789898704214
The proceedings contain 35 papers. The topics discussed include: data-driven approach for generating colormaps of scientific simulation data;a 3D-shockwave volume rendering algorithm based on feature boundary detection;using reorderable matrices to compare risk curves of representative models in oil reservoir development and management activities;laser spot detection and characteristic analysis in plasma interaction simulation;hybrid sort a pattern-focused matrix reordering approach based on classification;data interpolation based on contextual analysis for generating tomographic images in concrete specimen;graphical user interface personalization: user study of image frequency preferences;evaluation of color spaces for unsupervised and deep learning skin lesion segmentation;and repeated pattern extraction with knowledge-based attention and semantic embeddings.
The proceedings contain 118 papers. The topics discussed include: formal performance evaluation for document image analysis;the continuous deployment, ecosystem and empowerment: excelling in the digitalization driven ...
The proceedings contain 118 papers. The topics discussed include: formal performance evaluation for document image analysis;the continuous deployment, ecosystem and empowerment: excelling in the digitalization driven world;educational software as assistive technologies for children with autism spectrum disorder;latent regression and ordination risk of infectious disease and climate;multi-class weather forecasting from twitter using machine learning approaches;design of a flexible neck orthosis on fused deposition modeling printer for rehabilitation on regular usage;convolutional neural networks for scops owl sound classification;and performance evaluation of binary classification of diabetic retinopathy through deep learning techniques using texture feature.
The proceedings contain 26 papers. The special focus in this conference is on computationalintelligence in Data science. The topics include: A Secure Blind Watermarking Scheme Using Wavelets, Arnold Transform and QR ...
ISBN:
(纸本)9783030634667
The proceedings contain 26 papers. The special focus in this conference is on computationalintelligence in Data science. The topics include: A Secure Blind Watermarking Scheme Using Wavelets, Arnold Transform and QR Decomposition;role of Distance Measures in Approximate String Matching Algorithms for Face Recognition System;Detection of Human Faces in Video Sequences Using Mean of GLBP Signatures;malware Family Classification Model Using User Defined Features and Representation Learning;Fabric Defect Detection Using YOLOv2 and YOLO v3 Tiny;automatic Questionnaire and Interactive Session Generation from Videos;effective Emotion Recognition from Partially Occluded Facial Images Using Deep Learning;driveable Area Detection Using Semantic Segmentation Deep Neural Network;WS-SM: Web Services - Secured Messaging Framework with Pluggable APIs;context Aware Contrastive Opinion Summarization;Online Product Recommendation System Using Multi Scenario Demographic Hybrid (MDH) Approach;simulation of Path Planning Algorithms Using Commercially Available Road Datasets with Multi-modal Sensory Data;implementation of Blockchain-Based Blood Donation Framework;ioT Based Crop-Field Monitoring and Precise Irrigation System Using Crop Water Requirement;a Machine Learning Study of Comorbidity of Dyslexia and Attention Deficiency Hyperactivity Disorder;program Synthesis: Synthesizing Operators for Integer Manipulation;Location Based Recommender Systems (LBRS) – A Review;tamil Paraphrase Detection Using Encoder-Decoder Neural Networks;trustworthy User Recommendation Using Boosted Vector Similarity Measure;Sensitive Keyword Extraction Based on Cyber Keywords and LDA in Twitter to Avoid Regrets;sentiment Analysis of Bengali Tweets Using Deep Learning;social Media Veracity Detection System Using Calibrate Classifier;a Thesaurus Based Semantic Relation Extraction for Agricultural Corpora.
The proceedings contain 358 papers. The topics discussed include: stable parallel training of Wasserstein conditional generative adversarial neural networks : full/regular research paper submission for the symposium C...
ISBN:
(纸本)9781665458412
The proceedings contain 358 papers. The topics discussed include: stable parallel training of Wasserstein conditional generative adversarial neural networks : full/regular research paper submission for the symposium csci-ISAI: artificial intelligence;neural network optimization with biologically inspired low-dimensional manifold learning;a federated affective computing framework to learn from small data;enhancing the resolution of satellite imagery using a generative model;PCA approaches for optimal convolution kernels in convolutional neural networks;on the practical uses of experimental adversarial neural cryptography;weakly supervised crowdsourcing learning based on adversarial consensus;hybrid quantum variational autoencoders for representation learning;application of data transformation techniques and train-test sit;data driven process evaluation simulation model for circular economy treatment processes;multi-task deep neural networks for multimodal personality trait prediction;and path-enhanced multi-hop graph attention network for aspect-based sentiment analysis.
The proceedings contain 288 papers. The topics discussed include: two-player games for learningreal-time model checking;a human detection approach for burning building sites using deep learning techniques;simulating a...
ISBN:
(纸本)9781728113609
The proceedings contain 288 papers. The topics discussed include: two-player games for learningreal-time model checking;a human detection approach for burning building sites using deep learning techniques;simulating asymptotic orders of the number of graphical partitions and graphical degree sequences;multihop ad hoc networks for disaster response scenarios;exploiting facebook for educational purposes in iraqi universities;temporal in-situ compression of scienti?c floating point data with t-GLATE;an integrated cost-effective security requirement engineering process in SDLC using FRAM;and method of moment analysis of truncation number in a homogeneous spheroid model.
The proceedings contain 291 papers. The topics discussed include: cyber extortion unveiled: the evolution, tactics, challenges, and future of ransomware;a transfer learning-based new user recognition for minimizing re...
ISBN:
(纸本)9798350361513
The proceedings contain 291 papers. The topics discussed include: cyber extortion unveiled: the evolution, tactics, challenges, and future of ransomware;a transfer learning-based new user recognition for minimizing retraining time in edge deep learning;cartoon extraction mechanism via UML model based on natural language requirement specs;smart temperature management in buildings using predictive analysis by machine learning algorithms;positive and negative effects of muscle force assistance on muscle metabolic cost during normal walking;experimental predictive analytics algorithms to detect fake news: a survey;localization of left ventricular epicardium and endocardium using convolutional neural network and transfer learning;and endurance-aware deep neural network real-time scheduling on ReRAM accelerators.
The proceedings contain 381 papers. The topics discussed include: characterization of emerging ai workloads: neural logic machines and graph convolutional networks;cloud-based sepsis prediction system with neural arch...
ISBN:
(纸本)9798350320282
The proceedings contain 381 papers. The topics discussed include: characterization of emerging ai workloads: neural logic machines and graph convolutional networks;cloud-based sepsis prediction system with neural architecture search service;cloud-based sepsis prediction system with neural architecture search service;unsupervised machine learning methods for diagnosing autism spectrum disorder using multimodal data: a survey;experimental study on decision fusion parameters using alpha integration;which deep learning framework should i use: a comparative study for deep regression modeling;machine learning methods for evaluating public crisis: meta-analysis;on unsupervised reconstruction with dressed multilayered variational quantum circuits;performance reliability of reinforcement learning algorithms in obstacle avoidance game with differing reward formulations;and reinforcement learning agent design and optimization with bandwidth allocation model.
The proceedings contain 152 papers. The topics discussed include: power aware task matching and migration in heterogeneous processing environments;optimization strategies for smith-waterman algorithm on FPGA platform;...
ISBN:
(纸本)9781479930098
The proceedings contain 152 papers. The topics discussed include: power aware task matching and migration in heterogeneous processing environments;optimization strategies for smith-waterman algorithm on FPGA platform;co-design of discrete linear quadratic regulator and resource scheduling for priority-driven networked control systems;performance impacts of arbitration functions of interconnection network router for steady/unsteady communications;elimination of side peaks using cyclostationarity of pilots for OFDM signals;optimizing a GPU algorithm through hardware profiling analysis;wireless sensor system according to the concept of IoT -Internet of things;the design and implementation of a semi-autonomic data stream query processing testbed;tamper resistance verification method for consumer security products;and perceived barriers and benefits of web based services.
The proceedings contain 152 papers. The topics discussed include: power aware task matching and migration in heterogeneous processing environments;optimization strategies for smith-waterman algorithm on FPGA platform;...
ISBN:
(纸本)9781479930098
The proceedings contain 152 papers. The topics discussed include: power aware task matching and migration in heterogeneous processing environments;optimization strategies for smith-waterman algorithm on FPGA platform;co-design of discrete linear quadratic regulator and resource scheduling for priority-driven networked control systems;performance impacts of arbitration functions of interconnection network router for steady/unsteady communications;elimination of side peaks using cyclostationarity of pilots for OFDM signals;optimizing a GPU algorithm through hardware profiling analysis;wireless sensor system according to the concept of IoT-Internet of things;the design and implementation of a semi-autonomic data stream query processing testbed;tamper resistance verification method for consumer security products;and perceived barriers and benefits of web based services.
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