The proceedings contain 10 papers. The topics discussed include: improving the performance of code vulnerability prediction using abstract syntax tree information;measuring design compliance using neural language mode...
ISBN:
(纸本)9781450398602
The proceedings contain 10 papers. The topics discussed include: improving the performance of code vulnerability prediction using abstract syntax tree information;measuring design compliance using neural language models: an automotive case study;feature sets in just-in-time defect prediction: an empirical evaluation;profiling developers to predict vulnerable code changes;predicting build outcomes in continuous integration using textual analysis of source code commits;LOGI: an empirical model of heat-induced disk drive data loss and its implications for data recovery;assessing the quality of GitHub copilot’s code generation;on the effectiveness of data balancing techniques in the context of ml-based test case prioritization;identifying security-related requirements in regulatory documents based on cross-project classification;and API + code = better code summary? insights from an exploratory study.
The proceedings contain 29 papers. The topics discussed include: a data modeling method for machine learning systems;a study of case sharing system for efficient and innovative software upcycling;application of convol...
ISBN:
(纸本)9798350397055
The proceedings contain 29 papers. The topics discussed include: a data modeling method for machine learning systems;a study of case sharing system for efficient and innovative software upcycling;application of convolutional neural network for semantic segmentation of Bandung urban scenes;designing gamification for programming learning applications;development of a multiplication game for primary students to improve learning experience;development of audiobook interaction design for people with vision impairment based on user-centered design approach;development of vehicle type detection system on multi lane free flow toll e-collection;emotion detection on Indonesian tweets using CNN and contextualized word embedding;engine failure detection of raw mill machine via discrete variational auto-encoder;and evaluation of convolutional neural network for automatic caries detection in digital radiograph panoramic on small dataset.
The proceedings contain 41 papers. The topics discussed include: non-technical competency assessment for the initial flight training based on instructor measurement data;the study on quality evaluation system of gradu...
ISBN:
(纸本)9781665481847
The proceedings contain 41 papers. The topics discussed include: non-technical competency assessment for the initial flight training based on instructor measurement data;the study on quality evaluation system of graduate education in the era of big data;abnormal financial big data based on deep neural network recognition methods;evaluation for trainee pilot workload management competency during approach phase based on flight training data;research on performance analysis of aero-engine based on QAR time series data;design and practice of a flight data application system;design and implementation of flight vision simulation system based on flight training data and flightgear;ontology-based recommender system with descriptive analytics in e-commerce;research on the influencing factors of the user information cocoon effect of short video platforms based on personalized recommendation algorithms;construction and application of intelligent and all-factor territorial development regulation model;and positive and negative influence factors in users' willingness of mobile payment in Taiwan.
The proceedings contain 58 papers. The topics discussed include: analysis of database programming technology in computer software engineering;loan default prediction with machine learning techniques;design of laborato...
ISBN:
(纸本)9798350396393
The proceedings contain 58 papers. The topics discussed include: analysis of database programming technology in computer software engineering;loan default prediction with machine learning techniques;design of laboratory cloud visual intercom access control system based on NFC technology;a mode study on the integration of computer network technology and college English curriculum;research on the protection of strong electromagnetic pulse to reinforce the computer interface;applications of new technologies to recognition of financial statement fraud;the evaluation of fatigue of construction workers by heart rate monitoring technology and model establishment;research on semantic segmentation algorithm based on deep learning control tools;summary of research on security and privacy of smart grid;a small sample DDoS attack detection method based on deep transfer learning;and research on the technology of artificial intelligence in computer network under the background of big data.
The proceedings contain 281 papers. The topics discussed include: online cardinality estimation by self-morphing bitmaps;MDZ: an efficient error-bounded lossy compressor for molecular dynamics;streaming algorithms for...
ISBN:
(纸本)9781665408837
The proceedings contain 281 papers. The topics discussed include: online cardinality estimation by self-morphing bitmaps;MDZ: an efficient error-bounded lossy compressor for molecular dynamics;streaming algorithms for diversity maximization with fairness constraints;discovering representative attribute-stars via minimum description length;distributed influence maximization for large-scale online social networks;accurate and scalable graph neural networks for billion-scale graphs;enhancing federated learning with in-cloud unlabeled data;GECCO: constraint-driven abstraction of low-level event logs;the stair sketch: bringing more clarity to memorize recent events;effective few-shot named entity linking by meta-learning;time-sensitive poi recommendation by tensor completion with side information;and nucleus decomposition in probabilistic graphs: hardness and algorithms.
The proceedings contain 118 papers. The topics discussed include: the impacts of the temperature-humidity fluctuations in substations and practical experimental applications;a voting-based machine learning strategy to...
ISBN:
(纸本)9781665455053
The proceedings contain 118 papers. The topics discussed include: the impacts of the temperature-humidity fluctuations in substations and practical experimental applications;a voting-based machine learning strategy to detect false data injection attack in cyber-physical power systems;characterization of the thermoelectric materials for energy harvesting applications;multi-objective optimization framework for integration of distributed energy resources in smart communities;application of a novel adaptive control approach for the regulation of power converters;determining node importance in graph-based modelling of cyber-physical power systems;power modulation and phase switching testing of smart charger and electric vehicle pairs;and on the reliability of static load models for the modeling of active distribution networks under steady-state conditions.
The proceedings contain 113 papers. The topics discussed include: distance measures of Pythagorean fuzzy sets based on sine function in property selection under TOPSIS approach;assessment of reliability factors in gla...
ISBN:
(纸本)9781665437011
The proceedings contain 113 papers. The topics discussed include: distance measures of Pythagorean fuzzy sets based on sine function in property selection under TOPSIS approach;assessment of reliability factors in glass manufacturing plant using Boolean algebra and neural network;fusion of bag of visual words with neural network for human action recognition;question-centric evaluation of descriptive answers using attention-based architecture;face mask detection using convolutional neural network;hierarchical classification using neighborhood exploration for sparse text tweets;understanding refactoring tactics and their effect on software quality;a learning based influence maximization across multiple social networks;research on the appraisal of the attraction of technological talents in the Shuangcheng economic circle of Chengdu-Chongqing region;and implementing prioritized-breadth-first-search for Instagram hashtag recommendation.
The proceedings contain 20 papers. The topics discussed include: session-recommendation based on gated neural network to extract item structure feature graph;design and research of archives management system based on ...
ISBN:
(纸本)9781450395724
The proceedings contain 20 papers. The topics discussed include: session-recommendation based on gated neural network to extract item structure feature graph;design and research of archives management system based on data mining technology;analysis of capital structure determinants of property companies listed on Indonesia stock exchange using internal, external, and lag-one variables to measure speed of adjustment;learned buffer replacement for database systems;research on the impact of big data technology on management accounting;research on the construction method of university graduates employment quality analysis database;construction of food safety inspection subject database based on improved association rule mining algorithm;and reimagining a new transformation of digital forensic accounting: strategic analysis of the use of big data analytics in the Covid-19 pandemic era as an opportunity for the industries in Indonesia.
Due to the poor response performance and data security performance of the current data sharing platform, the design of industrial Internet big data sharing platform based on machine learning under the double carbon ba...
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The co-occurrence and clustering analysis of literature data on machining surface reconstruction in WoS and CNKI databases were conducted using CiteSpace, revealing the current distribution and cooperation status of m...
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