The proceedings contain 13 papers. The topics discussed include: a survey of privacy concerns in blockchains and information retrieval;study of mental states in online classes caused by COVID-19, using brain-computer ...
The proceedings contain 13 papers. The topics discussed include: a survey of privacy concerns in blockchains and information retrieval;study of mental states in online classes caused by COVID-19, using brain-computer interface;duality and outermost boundaries in generalized percolation lattices;an enhanced approach for plant leaf disease detection;two applications of graph minor reduction;sliding window sort for multidimension array;methodology for edge detection in high resolution optical satellite images;a comparative study on twitter spam detection using deep learning techniques;and crop leaf disease identification based on ensemble classification.
The proceedings contain 10 papers. The topics discussed include: asymptotic convergence rates for averaging strategies;on crossing fitness valleys with majority-vote crossover and estimation-of-distribution algorithms...
ISBN:
(纸本)9781450383523
The proceedings contain 10 papers. The topics discussed include: asymptotic convergence rates for averaging strategies;on crossing fitness valleys with majority-vote crossover and estimation-of-distribution algorithms;focused jump-and-repair constraint handling for fixed-parameter tractable graph problems;automatic adaptation of hypermutation rates for multimodal optimization;self-adjusting offspring population sizes outperform fixed parameters on the cliff function;non-local optimization: imposing structure on optimization problems by relaxation;on the potential of normalized tsp features for automated algorithm selection;do additional optima speed up evolutionary algorithms?;computing diverse sets of high quality tsp tours by EAX-based evolutionary diversity optimization;and the effect of non-symmetric fitness: the analysis of crossover-based algorithms on RealJump functions.
The proceedings contain 8 papers. The topics discussed include: joint blockchain and federated learning-based offloading in harsh edge computing environments;distributed training for accelerating metalearning algorith...
ISBN:
(纸本)9781450384650
The proceedings contain 8 papers. The topics discussed include: joint blockchain and federated learning-based offloading in harsh edge computing environments;distributed training for accelerating metalearning algorithms;scale-down experiments on TPCx-HS;FogBus2: a lightweight and distributed container-based framework for integration of IoT-enabled systems with edge and cloud computing;situational awareness with multimodal streaming data fusion: serverless computing approach;auditable serverless computing for farm management;on discovering semantics of user-defined functions in data processing workflows;and towards an emulation tool based on ontologies and data life cycles for studying smart buildings.
The proceedings contain 110 papers. The topics discussed include: multi-scale multi-clue crowd counting network;multi-level convolutional transformer with adaptive ranking for semi-supervised crowd counting;design of ...
ISBN:
(纸本)9781450385053
The proceedings contain 110 papers. The topics discussed include: multi-scale multi-clue crowd counting network;multi-level convolutional transformer with adaptive ranking for semi-supervised crowd counting;design of multi-AGV system with tracking, collision avoidance and coordination;obscuration resistant method for unmanned air vehicle object tracking;research and application of recommendation algorithm based on bidirectional attention model;a method for smart grid data analysis based on MapReduce cloud computing;a Markov chain based method for the aggregation modeling of electric vehicles;and a k-means algorithm based platform for the assistant decision-making of power grid dispatching.
The proceedings contain 22 papers. The topics discussed include: the study on the development of traditional music in Internet age;tool wear prediction method based on residual time series convolution network;incentiv...
ISBN:
(纸本)9781450385084
The proceedings contain 22 papers. The topics discussed include: the study on the development of traditional music in Internet age;tool wear prediction method based on residual time series convolution network;incentive scoring mechanism design in battle royale games;exchange rate forecasting using machine learning: explore gains from external information;research on the influence of transportation network centrality on housing price based on big data;research on dependency parsing based on optimized neural networks;a novel requirements prioritization approach based on 360 degree feedback and group recommendation;and a systematic literature review on test case prioritization in combinatorial testing.
Fields such as medicine and public health attest to deep conflict of interest concerns present when private companies fund evaluation of their own products and services. We draw on these lessons to consider corporate ...
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The proceedings contain 91 papers. The topics discussed include: applications of machine learning techniques in genetic circuit design;efficient domain-specific news push service using deep learning based text regress...
ISBN:
(纸本)9781450389310
The proceedings contain 91 papers. The topics discussed include: applications of machine learning techniques in genetic circuit design;efficient domain-specific news push service using deep learning based text regression without users’ information;online optimal investment portfolio model based on deep reinforcement learning;research on flow classification model based on similarity and machine learning algorithm;factors affecting accuracy of genotype imputation using neural networks in deep learning;algorithmic generation of positive samples for compound-target interaction prediction;using deep learning to construct auto web penetration test;acoustic classification of bird species using wavelets and learning algorithms;and an enhanced adaptive large neighborhood search algorithm for the capacitated vehicle routing problem.
The proceedings contain 10 papers. The topics discussed include: automating feedback for computing vivas and presentations - a journey;student perceptions of assessment and feedback – are they valid?;a repository of ...
ISBN:
(纸本)9781450389594
The proceedings contain 10 papers. The topics discussed include: automating feedback for computing vivas and presentations - a journey;student perceptions of assessment and feedback – are they valid?;a repository of resources and exemplars for the cloud curriculum;how early is early enough: correlating student performance with final grades;analysis of an automatic grading system within first year computer science programming modules;using the one minute paper to gain insight into potential threshold concepts in artificial intelligence courses;enhancing faculty-student interaction in an undergraduate algorithms course through group oral presentations;using contributing student pedagogy to enhance support for teamworking in computer science projects;supporting early-career academics in the UK computer science community;and improving computer science student graduate skills through assessment.
The proceedings contain 23 papers. The topics discussed include: UDON: unsupervised data selection for biomedical entity recognition;Philippine economic growth: GDP prediction using machine learning algorithms;predict...
ISBN:
(纸本)9781450387194
The proceedings contain 23 papers. The topics discussed include: UDON: unsupervised data selection for biomedical entity recognition;Philippine economic growth: GDP prediction using machine learning algorithms;prediction of information dissemination scale in large-scale online social networks based on machine learning: a comparative analysis;a term selection method combined with sentiment score for twitter sentiment analysis;machine learning-based pipeline for enterprise cross-department conflict data management;analysis on big data based intelligence processing method of electronic reconnaissance satellites;enterprise big data management based on knowledge graph;backpropagation neural network in flexural members: prediction of capacity reduction of beams with cold joints using the angle of inclination and discontinuity location;Covid-19 tweets analysis with topic modeling;and exploratory methods for imbalanced data classification in online recruitment fraud detection: a comparative analysis.
The proceedings contain 58 papers. The topics discussed include: deep learning model for IDS In the internet of things;real-time big data analytics perspective on applications, frameworks and challenges;real-time rout...
ISBN:
(纸本)9781665420327
The proceedings contain 58 papers. The topics discussed include: deep learning model for IDS In the internet of things;real-time big data analytics perspective on applications, frameworks and challenges;real-time routing for Internet of things: a survey on techniques and protocols;contagious patient tracking application spotlight: privacy and security rights;predicting QoS for web service recommendations based on reputation and location clustering with collaborative filtering;multiclass model for quality of web service using machine learning and cloud computing;classification personality traits by using pretrained deep learning models;a comparative study of algorithms of software effort estimation for the robotic and communication systems based on improved accuracy;cohesive summary extraction from multi-document based on artificial neural network;and state of art survey for deep learning effects on semantic web performance.
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