The proceedings contain 166 papers. The topics discussed include: learning GraphQL query cost;mining cross-domain apps for software evolution: a feature-based approach;binary code similarity detection;intelligent chan...
ISBN:
(纸本)9781665403375
The proceedings contain 166 papers. The topics discussed include: learning GraphQL query cost;mining cross-domain apps for software evolution: a feature-based approach;binary code similarity detection;intelligent change operators for multi-objective refactoring;subtle bugs everywhere: generating documentation for data wrangling code;Beafix: an automated repair tool for faulty alloy models;learning patterns in configuration;PY2SRC: towards the automatic (and reliable) identification of sources for PYPI package;JTDOG: a Gradle plugin for dynamic test smell detection;using version control and issue tickets to detect code debt and economical cost;learning-based assistant for data migration of enterprise information systems;and on the real-world effectiveness of static bug detectors at finding null pointer exceptions.
The proceedings contain 42 papers. The topics discussed include: COVID-19 classification using DCNNs and exploration correlation using canonical correlation analysis;maximizing the generative performance of echo state...
ISBN:
(纸本)9781665438315
The proceedings contain 42 papers. The topics discussed include: COVID-19 classification using DCNNs and exploration correlation using canonical correlation analysis;maximizing the generative performance of echo state networks using the particle swarm optimization;vertebrae pose segmentation based on temporal anisotropic diffusion and ensembled gradient;next generation cloud computing: security, privacy and trust issues from the system view;detecting anomaly and replacement prediction for rainfall open data in Thailand;mobile applications vs. chat based applications: a comparative study based on academic library domain;text summarization for Thai food reviews using simplified sentiment analysis;combination ultrasound and mammography for breast cancer classification using deep learning;and asynchronously parallel decoding for automatic speech recognition services.
The proceedings contain 46 papers. The topics discussed include: automatic repair of java code with timing side-channel vulnerabilities;statistical analysis of refactoring bug reports in eclipse Bugzilla;an empirical ...
ISBN:
(纸本)9781665435833
The proceedings contain 46 papers. The topics discussed include: automatic repair of java code with timing side-channel vulnerabilities;statistical analysis of refactoring bug reports in eclipse Bugzilla;an empirical study on code smells co-occurrences in android applications;android malware detection: looking beyond Dalvik bytecode;accelerating symbolic analysis for android apps;automated game testing using computer vision methods;rebuilding games at runtime;towards a framework to assist iterative and adaptive design in gameful systems;metrics for assessing gamers’ satisfaction: exploring the graphics factor;and task distribution and human resource management using reinforcement learning.
The proceedings contain 68 papers. The topics discussed include: study on the relation between image recognition and art counsel using deep learning;changes in marketing brought by AI;the impact of capital structure o...
ISBN:
(纸本)9780738125510
The proceedings contain 68 papers. The topics discussed include: study on the relation between image recognition and art counsel using deep learning;changes in marketing brought by AI;the impact of capital structure on the profitability efficiency of ICT firms;a study on the change in service quality in the era of the 4th industrial revolution compared to the existing service quality evaluation;a deep learning approach for human face sentiment classification;development of craft copyright industry using blockchain technology;the design of industrial security tasks and capabilities required in industrial site;research and implementation of image recognition of tea based on deep learning;and the effects of local culture experience on revisit intention.
The proceedings contain 140 papers. The topics discussed include: special steel production under carbon emission constraints by big data;an exploration of live e-commerce paths from an algorithmic research perspective...
ISBN:
(纸本)9781665427098
The proceedings contain 140 papers. The topics discussed include: special steel production under carbon emission constraints by big data;an exploration of live e-commerce paths from an algorithmic research perspective;research on predicting heart attack through active learning;FLBID: an income distribution mothed based on bargaining for participants in federated learning;analysis of big data and cloud computing technology based on the library lending system;recurrent neural networks algorithms and applications;research on the housing rent to purchase ratio index compilation based on internet big data - taking Beijing and Tianjin as examples;research on ant colony optimization network access algorithm based on model of vehicle fog calculation;and simulation of precipitation in 40 alpha world cities for the 20th century by means of random walk.
The proceedings contain 9 papers. The topics discussed include: summary of iMLSE-18: The 1st international Workshop on Machine Learning Systems engineering;towards testing of deep learning systems;simplified influence...
The proceedings contain 9 papers. The topics discussed include: summary of iMLSE-18: The 1st international Workshop on Machine Learning Systems engineering;towards testing of deep learning systems;simplified influence evaluation of additional training on deep neural networks;guaranteeing deep neural network outputs in a feasible region;an assurance case approach for software code security;threat analysis using STRIDE with STAMP/STPA;restructuring attack trees to identify incorrect or missing relationships between nodes;and using a variety of patterns in a secure software development methodology.
The proceedings contain 11 papers. The topics discussed include: software safety test case design method based on fuzzy fault tree analysis;automatic modeling method for PThread programs based on program dependence ne...
ISBN:
(纸本)9781450385213
The proceedings contain 11 papers. The topics discussed include: software safety test case design method based on fuzzy fault tree analysis;automatic modeling method for PThread programs based on program dependence net;embedded controller visual configuration software design analysis;recommendation system for lesser-known places to visit in Thailand;privacy-preserving verifiable asynchronous federated learning;3D structural characteristics used big data of Shulu slope zone;compare machine learning models in text classification using steam user reviews;the new generation of information technology development drives the servitization of China’s manufacturing industry;study and application of process model of product function extending Petri net;and a new discord definition and an efficient time series discord detection method using GPUs.
The proceedings contain 10 papers. The topics discussed include: proposed energy efficiency and power management framework for energy harvesting–wireless body area network;perceived benefits of DevOps implementation ...
ISBN:
(纸本)9781450384315
The proceedings contain 10 papers. The topics discussed include: proposed energy efficiency and power management framework for energy harvesting–wireless body area network;perceived benefits of DevOps implementation in organization: a systematic literature review;WikiServe: using Wikipedia to match IoT based services for situation response;spectrum sensing limitations in cognitive radio networks;ABT: mobile solution for computer assisted boxing training. using smartphones to measure and track boxers’ performance while training;software development practice: how organization dynamics inhibit the utilization of process tools in small software companies;massive MIMO beamforming analysis for 5G systems;a generative approach to enrich Arabic story text with visual aids;advantages and factors affecting the adoption of cloud computing;and web-based early warning SCADA subsystem.
The proceedings contain 63 papers. The topics discussed include: parametrical construction of MDS based on block cyclic shift;determining the rumor stance with ensemble method based on BSAF model;multi-interest sequen...
ISBN:
(纸本)9781450390675
The proceedings contain 63 papers. The topics discussed include: parametrical construction of MDS based on block cyclic shift;determining the rumor stance with ensemble method based on BSAF model;multi-interest sequence recommendation algorithm based on BERT;an image encryption method based on pixel-level diffusion and bit flip;location privacy protection method based on variable-order Markov prediction model;exploring support vector machines for big data analyses;the topic model of voice interactive dialogue based on the localized command and control system;a controllable historical message playback method and application of message middleware;research on software service risk uncertainty calculation method based on information entropy;and distant supervision relation extraction via reinforcement learning with potential energy function.
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