The proceedings contain 78 papers. The special focus in this conference is on Industrial, engineering and Other Applications of Applied intelligentsystems. The topics include: Parallel High Utility Itemset Mining;pre...
ISBN:
(纸本)9783031085291
The proceedings contain 78 papers. The special focus in this conference is on Industrial, engineering and Other Applications of Applied intelligentsystems. The topics include: Parallel High Utility Itemset Mining;predicting Infection Area of Dengue Fever for Next Week Through Multiple Factors;towards Efficient Discovery of Stable Periodic Patterns in Big Columnar Temporal Databases;cyclostationary Random Number Sequences for the Tsetlin Machine;Evolution of Prioritized EL Ontologies;a Comparison of Resource Data Framework and Inductive Logic Programing for Ontology Development;MDNCaching: A Strategy to Generate Quality Negatives for knowledge Graph Embedding;application of a Limit Theorem to the Construction of Japanese Crossword Puzzles;non Immersive Virtual Laboratory Applied to Robotics Arms;an Improved Subject-Independent Stress Detection Model Applied to Consumer-grade Wearable Devices;WDTourism: A Personalized Tourism Recommendation System Based on Semantic Web;hospital Readmission Prediction via Personalized Feature Learning and Embedding: A Novel Deep Learning Framework;intelligent Medical Interactive Educational System for Cardiovascular Disease;preface;comparative Study of Methods for the Real-Time Detection of Dynamic Bottlenecks in Serial Production Lines;Evolutionary Optimization for CNN Compression Using Thoracic X-Ray Image Classification;an Oriented Attention Model for Infectious Disease Cases Prediction;the Differential Gene Detecting Method for Identifying Leukemia Patients;Epidemic Modeling of the Spatiotemporal Spread of COVID-19 over an Intercity Population Mobility Network;skin Cancer Classification Using Different Backbones of Convolutional Neural Networks;cardiovascular Disease Detection on X-Ray Images with Transfer Learning;causal Reasoning Methods in Medical Domain: A Review;enhancing a Multi-population Optimisation Approach with a Dynamic Transformation Scheme;a Model Driven Approach to Transform Business Vision-Oriented Decision-Making
The proceedings contain 94 papers. The topics discussed include: classification method of surface defects of aluminum profile based on transfer learning;an improved anchor-free object detection method;lightweight real...
ISBN:
(纸本)9781665492461
The proceedings contain 94 papers. The topics discussed include: classification method of surface defects of aluminum profile based on transfer learning;an improved anchor-free object detection method;lightweight real-time object detection system based on embedded ai development kit;video content understanding based on feature selection and semantic alignment network;transferability of pretrained convolutional neural networks for breast cancer detection;analyzing the determinations of financial inclusion in Africa based on random forest model and logistic regression model;the impact of the distance sensors orientation on the obstacle avoidance ability of the robot;research on the performance of different convolutional neural network models on small datasets;construction method of network feasible path for power data platform;resource management scheduling-based on proximal policy optimization;and a study of fair prediction on credit assessment based on counterfactual fairness.
The proceedings contain 44 papers. The topics discussed include: robotics out of the mainstream: special topics in agrifood and laboratory automation;time to start using checklists for reporting artificial intelligenc...
ISBN:
(纸本)9781665492096
The proceedings contain 44 papers. The topics discussed include: robotics out of the mainstream: special topics in agrifood and laboratory automation;time to start using checklists for reporting artificial intelligence in health care and biomedical research: a rapid review of available tools;prediction of photovoltaic energy production using machine learning methods in the RapidMiner application;increasing patient specificity of the recurrent neural network based insulin sensitivity prediction by transfer learning;autonomous non-technical surgical skill assessment and workload analysis in laparoscopic cholecystectomy training;evaluation of bit string fast reroute mechanism;effect of spectral resolution on the segmentation quality of magnetic resonance imaging data;non-dominated set of public service system designs using simulated annealing approach;time-varying parameter identification of a tumor growth model using moving horizon estimation;reasoning mechanism for the implementation of computational design synthesis;on the manipulability of the generalized triangle parallel delta robots;and robot instead of laboratory technicians - slide holder detection and 3D position determination by robotic arm.
The proceedings contain 34 papers. The topics discussed include: utilizing cost-effective NB-IoT-based sensors for detecting water temperature and flow;phase plane-based approaches for event detection and plausibility...
ISBN:
(纸本)9781665444996
The proceedings contain 34 papers. The topics discussed include: utilizing cost-effective NB-IoT-based sensors for detecting water temperature and flow;phase plane-based approaches for event detection and plausibility check of vehicle dynamics;moving obstacle segmentation with an optical flow-based dnn: an implementation case study;an ontology-based approach for preprocessing in machine learning;towards standard approaches for the evaluation of autonomous surgical subtask execution;new era of intelligentengineering towards autonomous systems;generalized approximate model for ‘fixed point iteration’- based control methods;and intelligent agent based low level control of complex robotic systems.
The proceedings contain 106 papers. The special focus in this conference is on Industrial, engineering and Other Applications of Applied intelligentsystems. The topics include: Semantic Technologies Towards Missing V...
ISBN:
(纸本)9783030794569
The proceedings contain 106 papers. The special focus in this conference is on Industrial, engineering and Other Applications of Applied intelligentsystems. The topics include: Semantic Technologies Towards Missing Values Imputation;an Improved Integer Programming Formulation for Inferring Chemical Compounds with Prescribed Topological Structures;automatic Classification for Ontology Generation by Pretrained Language Model;deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion;towards Increasing Open Data Adoption Through Stream Data Integration and Imputation;Computational Ontology and BIM Technology in Data-Driven Indoor Route Planning;Collaborative Maintenance of EDOAL Alignments in VocBench;DIKG2: A Semantic Data Integration Approach for knowledge Graphs Generation from Web Forms;ontology-Based Resume Searching System for Job Applicants in Information Technology;an Approach to Expressing Metamodels’ Semantics in a Concept System;Birth-Death MCMC Approach for Multivariate Beta Mixture Models in Medical Applications;intelligent Asthma Self-management System for Personalised Weather-Based Healthcare Using Machine Learning;Deep Forecasting of COVID-19: Canadian Case Study;COVID-19 Genome Analysis Using Alignment-Free Methods;Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images;towards Efficient Discovery of Periodic-Frequent Patterns in Columnar Temporal Databases;predicting Psychological Distress from Ecological Factors: A Machine Learning Approach;configuration Model of Employee Competences in a Social Media Team;the Extended Graph Generalization as a Representation of the Metamodels’ Extensional Layer;wawPart: Workload-Aware Partitioning of knowledge Graphs;analysis of Sentimental Behaviour over Social Data Using Machine Learning Algorithms;a Large-Scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts;Determining 2-Optimality Consensus for DNA Structure.
The proceedings contain 106 papers. The special focus in this conference is on Industrial, engineering and Other Applications of Applied intelligentsystems. The topics include: Semantic Technologies Towards Missing V...
ISBN:
(纸本)9783030794620
The proceedings contain 106 papers. The special focus in this conference is on Industrial, engineering and Other Applications of Applied intelligentsystems. The topics include: Semantic Technologies Towards Missing Values Imputation;an Improved Integer Programming Formulation for Inferring Chemical Compounds with Prescribed Topological Structures;automatic Classification for Ontology Generation by Pretrained Language Model;deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion;towards Increasing Open Data Adoption Through Stream Data Integration and Imputation;Computational Ontology and BIM Technology in Data-Driven Indoor Route Planning;Collaborative Maintenance of EDOAL Alignments in VocBench;DIKG2: A Semantic Data Integration Approach for knowledge Graphs Generation from Web Forms;ontology-Based Resume Searching System for Job Applicants in Information Technology;an Approach to Expressing Metamodels’ Semantics in a Concept System;Birth-Death MCMC Approach for Multivariate Beta Mixture Models in Medical Applications;intelligent Asthma Self-management System for Personalised Weather-Based Healthcare Using Machine Learning;Deep Forecasting of COVID-19: Canadian Case Study;COVID-19 Genome Analysis Using Alignment-Free Methods;Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images;towards Efficient Discovery of Periodic-Frequent Patterns in Columnar Temporal Databases;predicting Psychological Distress from Ecological Factors: A Machine Learning Approach;configuration Model of Employee Competences in a Social Media Team;the Extended Graph Generalization as a Representation of the Metamodels’ Extensional Layer;wawPart: Workload-Aware Partitioning of knowledge Graphs;analysis of Sentimental Behaviour over Social Data Using Machine Learning Algorithms;a Large-Scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts;Determining 2-Optimality Consensus for DNA Structure.
The proceedings contain 105 papers. The topics discussed include: personal credit risk identification based on combined machine learning model;compliant robotic assembly based on deep reinforcement learning;recognitio...
ISBN:
(纸本)9781665417365
The proceedings contain 105 papers. The topics discussed include: personal credit risk identification based on combined machine learning model;compliant robotic assembly based on deep reinforcement learning;recognition and classification of surface defects of aluminum castings based on machine vision;a 3D space violation detection method of substations based on the deep neural network;research on audio playing system design factors modeling based on interpretive structure model;research on audio playing system design factors modeling based on interpretive structure mode;forecasting short-term power grid load based on recurrent neural network;an improved recommendation model based on matrix factorization;and modular attention network based on language model for referring expression.
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