The proceedings contain 40 papers. The topics discussed include: Cartesian operations on distributed datasets using virtual partitioning;benchmarking of distributed computing engines spark and GraphLab for bigdata an...
ISBN:
(纸本)9781509022519
The proceedings contain 40 papers. The topics discussed include: Cartesian operations on distributed datasets using virtual partitioning;benchmarking of distributed computing engines spark and GraphLab for bigdata analytics;spark-based political event coding;a multi-key transactions model for NoSQL clouddatabase systems;predicting gaming related properties from twitter profiles;mining user interests to predict perceived psycho-demographic traits on twitter;attribute based access control for bigdata applications by query modification;large-scale industrial alarm reduction and critical events mining using graph analytics on spark;fault-diagnosis for reciprocating compressors using bigdata;fortune, albeit digital, at the bottom of the pyramid - bigdata powered business model for internet service providers;and Topiclistener: observing key topics from multi-channel speech audio streams.
The proceedings contain 11 papers. The topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data w...
ISBN:
(纸本)9781665420716
The proceedings contain 11 papers. The topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data with different genres;bigdata intelligence solution for health analytics of COVID-19 data with spatial hierarchy;a display-driven anti-aliasing visualization technology of large-scale vector data in real-time;optimization of text generation method for task-based human-machine dialogue system;a feature and deep learning model recommendation system for mobile application;mitigating app collusion using machine learning;the digital construction in multinational corporations: a preliminary study;elastic service provisioning for mobile edge computing;and research on data assets and their appraisal models.
The proceedings contain 64 papers. The topics discussed include: TrendFocus: visualization of trends in financial news with indicator sets;a framework for visual analytics of massive complex networks;INGOT: towards ne...
ISBN:
(纸本)9781479939190
The proceedings contain 64 papers. The topics discussed include: TrendFocus: visualization of trends in financial news with indicator sets;a framework for visual analytics of massive complex networks;INGOT: towards network-driven in silico combination therapy;the online diagnosis system for sanger sequencing based genetic testing;estimating the number of species in metagenomes by clustering next-generation read sequences;a quality enhancement of crowdsourcing based on quality evaluation and user-level task assignment framework;a privacy-aware query authentication index for database outsourcing;outsourcing an improved collaborative filtering algorithm combining content-based algorithm and user activity;economical and efficient bigdata sharing with i-cloud;a streaming resource-based connection algorithm in cloudDMSS for streaming task distribution;and energy-aware erasure codes using XOR reference matrix for SSD based RAID systems.
The proceedings contain 62 papers. The topics discussed include: optimized speculative execution strategy for different workload levels in heterogeneous spark cluster;intermediate data placement strategy for different...
ISBN:
(纸本)9781450362788
The proceedings contain 62 papers. The topics discussed include: optimized speculative execution strategy for different workload levels in heterogeneous spark cluster;intermediate data placement strategy for different data skew levels based on random sampling in spark;learning partial-value variable associations;multi-join query in database based on genetic and ant colony algorithm optimization;secure deduplication on public cloud storage;developing a minimum viable product for bigdata and AI education: action research based on a two-year reform of an undergraduate program of internet and new media;incremental electricity consumer behavior learning using smart meter data;and prediction and evaluation of urban eco-sports tourism behavior using data mining technology.
The proceedings contain 46 papers. The topics discussed include: the impact of virtual learning environments on the practical skills of open distance learning students in electrical engineering;ontology reuse: neural ...
ISBN:
(纸本)9781665484220
The proceedings contain 46 papers. The topics discussed include: the impact of virtual learning environments on the practical skills of open distance learning students in electrical engineering;ontology reuse: neural network-based measurement of concepts representations and similarities in ontology corpus;modelling the IEC 61850 and DNP3 protocol using OPNET in an electrical substation communication network;cognitive solution for multimedia access;dynamic remote networking for modular data centers;novel data-based model for future epidemiology;sentiment analysis of South African news company;enhanced data integrity encryption algorithm for cloudcomputing;development of data acquisition system for real-time monitoring using a smartphone;reducing routing overhead with a clustering protocol based on ad hoc distance vector and dynamic source routing protocols;and application of artificial neural network on South African sign language recognition system.
The proceedings contain 23 papers. The topics discussed include: rapid, progressive sub-graph explorations for interactive visual analytics over large-scale graph datasets;GPU acceleration of range queries over large ...
ISBN:
(纸本)9781450370165
The proceedings contain 23 papers. The topics discussed include: rapid, progressive sub-graph explorations for interactive visual analytics over large-scale graph datasets;GPU acceleration of range queries over large data sets;going deeper or wider: throughput prediction for cluster tools with machine learning;accelerating machine learning I/O by overlapping data staging and mini-batch generations;cryptocurrency price prediction using time series and social sentiment data;an exploration of commuter travel time through social media analytics on the cloud;a simple and efficient federated recommender system;an analysis of slant in tweets: case study;and crowd-counting through a cascaded, multi-task convolutional neural network.
The proceedings contain 148 papers. The topics discussed include: a practical approach of GPU bubble sort with CUDA hardware;web log analyzer tools: comparative study to analyze user behavior;a survey on driver behavi...
ISBN:
(纸本)9781509035182
The proceedings contain 148 papers. The topics discussed include: a practical approach of GPU bubble sort with CUDA hardware;web log analyzer tools: comparative study to analyze user behavior;a survey on driver behavior detection techniques for intelligent transportation systems;genetic programming and k-nearest neighbour classifier based intrusion detection model;an efficient hybrid approach using differential evolution and practical swarm optimization;designing optimal architecture of neural network with particle swarm optimization techniques specifically for educational dataset;cuckoo search based workflow scheduling on heterogeneous cloud resources;MSATS: multilingual sentiment analysis via text summarization;substantiation of K-means and affinity propagation algorithm;software effort estimation using machine learning techniques;root cause analysis of software bugs using machine learning techniques;efficient coordinator guided particle swarm optimization for real-parameter optimization;multi-modal travel in India: bigdata approach for policy analytics;analysis of various task scheduling algorithms in cloud environment: review;efficient management of distributive cloudcomputing system for scientific applications;workload scheduling in cloud: comprehensive survey and future research directions;deadline constrained scheduling of scientific workflows on cloud using hybrid genetic algorithm;understanding the business strategy factors that drive the business impacts of cloudcomputing;implementation of k-means clustering in ECB framework of cloudcomputing environment;and a graph semantic based approach for modeling of enterprise cloud bus system dynamics.
The proceedings contain 75 papers. The topics discussed include: STFNet: image classification model based on balanced texture and shape features;multiple 3D LiDARs extrinsic parameter estimation method using plane fea...
ISBN:
(纸本)9781728189246
The proceedings contain 75 papers. The topics discussed include: STFNet: image classification model based on balanced texture and shape features;multiple 3D LiDARs extrinsic parameter estimation method using plane features;a crowd-enabled task execution approach in UAV networks towards fog computing;discovering business problems using problem hypotheses: a goal-oriented and machine learning-based approach;digital healthcare industry and technology trends;preventing enclave malware with intermediate enclaves on semi-honest cloud platforms;pattern-wise embedding system for scalable time-series database;comparison and analysis of embedding methods for patent documents;QUARC: quaternion multi-modal fusion architecture for hate speech classification;and CHNE: context-aware heterogeneous network embedding.
The proceedings contain 40 papers. The topics discussed include: detection of uncertainty in exceedance of threshold (DUET): an adversarial patch localizer;context-aware resemblance detection based deduplication ratio...
ISBN:
(纸本)9781665460903
The proceedings contain 40 papers. The topics discussed include: detection of uncertainty in exceedance of threshold (DUET): an adversarial patch localizer;context-aware resemblance detection based deduplication ratio prediction for cloud storage;fast exploratory analysis with spatio-temporal aggregation over polygonal regions;triggerability of backdoor attacks in multi-source transfer learning-based intrusion detection;enhanced deep learning super-resolution for bathymetry data;payload-byte: a tool for extracting and labeling packet capture files of modern network intrusion detection datasets;compressed matrix computations;mining large data to create a balanced vulnerability detection dataset for embedded Linux system;development of open-source, edge energy management system for tactical power networks;and atmospheric gravity wave detection using transfer learning techniques.
The proceedings contain 33 papers. The topics discussed include: a domain generalization approach for out-of-distribution 12-lead ecg classification with convolutional neural networks;allocating resource capacities fo...
ISBN:
(纸本)9781665458900
The proceedings contain 33 papers. The topics discussed include: a domain generalization approach for out-of-distribution 12-lead ecg classification with convolutional neural networks;allocating resource capacities for an offload-enabled mobile edge cloud system;a novel method for enhancing the accuracy of box detection under noise effect of tags and complex arrangement of pile with cycle-GAN and mask-RCNN;reversible data hiding scheme based on image partitioning and histogram shifting;an expansion on prioritized experience replay with round robin scheduling;a bigdata approach for fuel oil consumption estimation in the maritime industry;assessing the impact of movie plot summaries on box office sales;SMARTREC: a conversational recommendation system using semantic knowledge graphs;a parallel community detection algorithm based on spanning trees;an artificial intelligence outlook for colorectal cancer screening;real-time detection of objects on roads for autonomous vehicles using deep learning;and on building real time intelligent agricultural commodity trading models.
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