The proceedings contain 53 papers. The special focus in this conference is on data Mining andbigdata. The topics include: Mining relationship between user purposes and product features towards purpose-oriented recom...
ISBN:
(纸本)9783319618449
The proceedings contain 53 papers. The special focus in this conference is on data Mining andbigdata. The topics include: Mining relationship between user purposes and product features towards purpose-oriented recommendation;finding top-k fuzzy frequent itemsets from databases;association rule mining in healthcare analytics;correlation analysis of diesel engine performance testing data based on mixed-copula method;incremental adaptive time series prediction for power demand forecasting;cascade spatial autoregression for air pollution prediction;machine learning techniques for prediction of pre-fetched objects in handling bigdata storage;spectral-spatial mineral classification of lunar surface using band parameters with active learning;learning analytics for SNS-integrated virtual learning environment;a decision tree of ignition point for simple inflammable chemical compounds;analyzing consumption behaviors of pet owners in a veterinary hospital;design of a dynamic electricity trade scheduler based on genetic algorithms;increasing coverage of information spreading in social networks with supporting seeding;template based industrial bigdata information extraction and query system;a solution for mining bigdata based on distributed data streams and its classifying algorithms;design of a quality-aware data capture system;machine learning in data lake for combining data silos;exploring potential use of mobile phone data resource to analyze inter-regional travel patterns in Japan;study a join query strategy over data stream based on sliding windows;post-marketing drug safety evaluation using data mining based on FAERS and accelerating redis with RDMA over infiniband.
The proceedings contain 301 papers. The topics discussed include: developing and implementing an effective bigdata classification system;optimizing the backpropagation neural network with the whale optimization algor...
ISBN:
(纸本)9798350317558
The proceedings contain 301 papers. The topics discussed include: developing and implementing an effective bigdata classification system;optimizing the backpropagation neural network with the whale optimization algorithm;abnormal power consumption detection of charging pile users based on GBDT model;fault-tolerant routing strategies in mobile wireless sensor networks;optimization of education and teaching management based on differential interest Apriori association rule mining algorithm;genetic algorithm based mathematical model for students performance in examination;research on human resource management and predictive models based on deep learning algorithms;intrusion detection landscape: exploring progress and confronting challenges in security advances;and potential themes and trends of Chinese language education technology under the STM structured topic model.
The proceedings contain 14 papers. The special focus in this conference is on Smart Grid and Internet of Things. The topics include: Effectiveness of Hard Clustering algorithms for Securing Cyber Space;on data Driven ...
ISBN:
(纸本)9783030059279
The proceedings contain 14 papers. The special focus in this conference is on Smart Grid and Internet of Things. The topics include: Effectiveness of Hard Clustering algorithms for Securing Cyber Space;on data Driven Organizations and the Necessity of Interpretable Models;a Multi-factor Authentication Method for Security of Online Examinations;evaluation Metrics for bigdata Project Management;ioT bigdata Analytics with Fog Computing for Household Energy Management in Smart Grids;Secured Cancer Care and Cloud Services in IoT/WSN Based Medical Systems;privacy Preserving for Location-Based IoT Services;Smart Home Security Application Enabled by IoT:: Using Arduino, Raspberry Pi, NodeJS, and MongoDB;An MQTT-Based Scalable Architecture for Remote Monitoring and Control of Large-Scale Solar Photovoltaic Systems;A Smart Meter Firmware Update Strategy Through Network Coding for AMI Network;protected Bidding Against Compromised Information Injection in IoT-Based Smart Grid;A Chain Based Signature Scheme for Uplink and Downlink Communications in AMI Networks.
The proceedings contain 75 papers. The topics discussed include: secure web engineering supported by an evaluation framework - preliminary report on a web engineering approach for secure applications supported by a co...
ISBN:
(纸本)9789897580079
The proceedings contain 75 papers. The topics discussed include: secure web engineering supported by an evaluation framework - preliminary report on a web engineering approach for secure applications supported by a conceptual evaluation framework for secure systems engineering;a collaborative platform for software evolution visualization - leveraging meta-model driven measurements with bigdata strengths;towards a method for combined model-based testing and analysis;integrating model-based formal timing analysis in the industrial development process of satellite on-board software;formal test-driven development with verified test cases;information models and transformation principles applied to servitization of manufacturing and service systems design;and toward a unified intercloud interoperability conceptual model for IaaS cloud service.
The proceedings contain 24 *** special focus in this conference is on Short Papers, bigdata Applications and Principles, data centered Smart Applications and ADBIS Doctoral *** topics include: Towards automated perfo...
ISBN:
(纸本)9783319440651
The proceedings contain 24 *** special focus in this conference is on Short Papers, bigdata Applications and Principles, data centered Smart Applications and ADBIS Doctoral *** topics include: Towards automated performance optimization of BPMN business processes;pixel-based analysis of information dashboard attributes;towards adaptive distributed top-k query processing;basis functions as pivots in space of users preferences;towards semi-structured JSON bigdata;skyline algorithms on streams of multidimensional data;canonical data model for data warehouse;a quality-based query rewriting algorithm for data integration, towards spatial crowdsourcing in vehicular networks using mobile agents;shift of image processing technologies to column-oriented databases;influence of parallelism property of streaming engines on their performance;reducing bigdata by means of context-aware tailoring;feature ranking and selection for bigdata sets;a bagged associative classifier for bigdata frameworks;a new parallel approximate subspace clustering algorithm;smart modeling for lightweight mobile application development methods;an implementation method of an information credibility calculation system for emergency such as natural disasters;model capsules for research and engineering networks;usage of aspect-oriented programming in adaptive application structure;short-term user behaviour changes modelling and framework for managing distinct versions of data in relational databases.
The proceedings contain 40 papers. The topics discussed include: allocation algorithms for autonomous management of collaborative cloudlets;computational offloading or data binding? bridging the cloud infrastructure t...
ISBN:
(纸本)9781479925049
The proceedings contain 40 papers. The topics discussed include: allocation algorithms for autonomous management of collaborative cloudlets;computational offloading or data binding? bridging the cloud infrastructure to the proximity of the mobile user;a taxonomy of computation offloading in mobile cloud computing;imprecise computation over the cloud;using mobile cloud computing for real-time online applications;nerd-no effort rapid development: a framework for provisioning mobile cloud industrial control applications;modeling and analysis of mobile cloud computing based on bigraph theory;mobile cloud computing for providing complex mobile web services;connecting a Pedelec to the cloud as basis for gamification in multi modal mobility planning;and supporting context-aware cloud-based media recommendations for smartphones.
The proceedings contain 53 papers. The topics discussed include: evaluation of seismic demand in eccentric setback buildings: a machine learning approach;evolutionary polynomial regression as an alternative way to pre...
ISBN:
(纸本)9781905088485
The proceedings contain 53 papers. The topics discussed include: evaluation of seismic demand in eccentric setback buildings: a machine learning approach;evolutionary polynomial regression as an alternative way to predict the torsional strength of reinforced concrete beams;control of physical consistency in metamodel building by genetic programming;a comparison of differential evolution, particle swarm optimization and genetic algorithms for the identification of Bouc-Wen hysteretic systems;the impact of soft computing on building norms and certification in engineering;recurrent neural networks for fuzzy data as a material description within the finite element method;optimum seismic design of gravity retaining walls using the heuristic big bang-big crunch algorithm;optimal polynomial regression models by using a genetic algorithm;and a net present value oriented hybrid method to optimize the revenue of geothermal systems with respect to operation and expansion.
The proceedings contain 160 papers. The topics discussed include: a novel data mining approach for brain tumour detection;educational intelligence: applying cloud-based bigdata analytics to the Indian education secto...
ISBN:
(纸本)9781509052554
The proceedings contain 160 papers. The topics discussed include: a novel data mining approach for brain tumour detection;educational intelligence: applying cloud-based bigdata analytics to the Indian education sector;comparison of FOSS based profiling tools in Linux operating system environment;comparison of back propagation training algorithms for software defect prediction;fine tuning the parameters of back propagation algorithm for optimum learning performance;rough-set and artificial neural networks based image classification;a self-monitoring online sequential learning mechanism for feedfoward neural networks;a review of the application of data mining techniques for decision making in agriculture;autonomous walking stick for the blind using echolocation and image processing;consumer preferences of information search channel and the role of information technology;building secure healthcare services using OAuth 2.0 and JSON web token in IOT cloud scenario;Openstack- paradigm shift to open source cloud computing & its integration;lean Six Sigma approach for global supply chain management using Industry 4.0 and IIoT;efficient tag based personalised collaborative movie reccommendation system;and locate, promote and split: an exponentially fast localization algorithm for wireless sensor networks.
The proceedings contain 29 papers. The special focus in this conference is on Cloud Architecture, Applications, bigdata and Social Network. The topics include: An effective approach to isolating performance bottlenec...
ISBN:
(纸本)9783319284293
The proceedings contain 29 papers. The special focus in this conference is on Cloud Architecture, Applications, bigdata and Social Network. The topics include: An effective approach to isolating performance bottleneck during slow data delivery;schedule compaction and deadline constrained dag scheduling for IAAS cloud;synthesizing realistic cloud workload traces for studying dynamic resource system management;energy-efficient VM placement algorithms for cloud data center;a new analytics model for large scale multidimensional data visualization;an architecture-based autonomous engine for services configuration and deployment in hybrid clouds;dynamic load sharing to maximize resource utilization within cloud federation;real-time task scheduling algorithm for cloud computing based on particle swarm optimization;making GPU warp scheduler and memory scheduler synchronization-aware;a novel grid based k-means cluster method for traffic zone division;color image fusion researching based on S-PCNN and laplacian pyramid;rationalizing the parameters of k-nearest neighbor classification algorithm;analyzing and predicting failure in hadoop clusters using distributed hidden Markov model;emerging pragmatic patterns in large-scale RDF data;cross-correlation as tool to determine the similarity of series of measurements for big-data analysis tasks;the key technologies of real-time processing large scale microblog data stream;an efficient index method for multi-dimensional query in cloud environment;keyword search over encrypted data in cloud computing from lattices in the standard model and research of terminal transparent encryption storage mechanism for multi-cloud disks.
The proceedings contain 41 papers. The topics discussed include: design and development of flexible on-board diagnostics and mobile communication for internet of vehicles;analysis of brain wave due to stimulus using E...
ISBN:
(纸本)9781538611418
The proceedings contain 41 papers. The topics discussed include: design and development of flexible on-board diagnostics and mobile communication for internet of vehicles;analysis of brain wave due to stimulus using EEG;design analysis of multi band FSS antenna in C and KU band;robust dwt-SVD based blind watermarking for DIBR 3D video;analysis of supervised and unsupervised learning in content based multimedia retrieval;word sign recognition of invariant images based on surf with Laplacian eigenmaps;a survey on IOT technologies, evolution and architecture;smart bus rerouting;an approach to detect replay attack in automatic speaker verification system;SIW flower shaped fractal antenna backed with cavity for 60GHz frequency applications;bilingual speech recognition system for isolated words using deep neural network;analysis of single and dual band microstrip FSS annular ring antenna for KU band;automatic code evaluation system;multi-level smart parking system;and a feature based comparison study of bigdata scheduling algorithms.
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