Recent Challenges in Intelligent Information and Database Systems

14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings

AvEdward Szczerbicki,Krystian Wojtkiewicz

Häftad, Engelska, 2022

Del i serien Communications in Computer and Information Science

1 821 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

This book constitutes the refereed proceedings of the 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022, held in Ho Chi Minh City, Vietnam, in November 2022. This volume contains 60 peer-reviewed papers selected for poster presentation from 406 submissions. Papers included in this volume cover the following topics: data mining and machine learning methods, advanced data mining techniques and applications, intelligent and contextual systems, natural language processing, network systems and applications, computational imaging and vision, decision support and control systems, and data modeling and processing for industry 4.0.

Produktinformation

Utgivningsdatum:2022-11-24
Mått:155 x 235 x 43 mm
Vikt:1 183 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:765
Förlag:Springer Verlag, Singapore
ISBN:9789811982330

Utforska kategorier

Innehållsförteckning

Music Emotion Recognition Based on Term Frequency and Pattern Entropy.- Risk Assessment of Acute Kidney Disease and Chronic Kidney Disease for in-Hospital Patients with Acute Kidney Injury.- A multi-label classification framework using the covering based decision table.- Identifying non-intuitive Relationships within Returns Data of a Furniture Online-Shop using Temporal Data Mining.- Forecasting cryptocurrency price fluctuations with Granger causality analysis.- Predicting metastasis-free survival using clinical data in non-small cell lung cancer.- Utility Driven Job Selection Problem on Road Networks.- Analysis of dynamics of emergence and decline of scientic ideas based on optimistic and pessimistic fuzzy aggregation norms.- Data-driven Resilient Supply Management Supported by Demand Forecasting.- Hybrid Boustrophedon and Partition Tree Group Algorithm for Coverage Path Planning Problem with Energy Constraints.- CRITICAL FACTORS OF CUSTOMERS LOYALTY IN E-COMMERCE .- Improving Autoencoders Performance for Hyperspectral Unmixing using Clustering.- Gated 3D-CNN for Action Recognition.- DACE: Did I catch you at a good time?.- DeepDream algorithm for data augmentation in a neural network ensemble applied to multiclass image classification.- Clinically-relevant summarisation of cataract surgery videos using deep learning.- En-SeqGAN: An Efficient Sequence Generation Model for Deceiving URL Classifiers.- Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer.- Expandable-Convolutional-Block Neural Inference with Spatial-Fused Multi-Resolution Features and Terse Convolution for IoT-based Intelligent Automated Systems.- Traffic management in Smart City.- Door-to-door sampling service with drone.- Design of IoT based Patient Health Monitoring System.- A Novel Integrating Approach Between Graph Neural Network and Complex Representation for Link Prediction in Knowledge Graph.- Schema formalism for semantic summary based on labeled graph from heterogeneous data.- Agent Based Model of Elementary School Group Learning.- Automated late fusion of low level descriptors for feature extraction and texture classification using data augmentation.- LDA+: An Extended LDA Model for Topic Hierarchy and Discovery.- P-FCloHUS: A Parallel Approach For Mining Frequent Closed High-Utility Sequences On Multi-core Processors.- Auto Machine Learning-Based Approach for Source Printer Identification.- Machine Learning to Diagnose Neurodegenerative Multiple Sclerosis Disease.- Supervised learning use to acquire knowledge from 2D analytic geometry problems.- Predictive modelling of diseases based on a network and machine learning approach.- Individual Source Camera Identification with Convolutional Neural Networks.- dMITP-Miner: An Efficient Method for Mining Maximal Inter-transaction Patterns.- Development Kazakh-Turkish machine translation on the base of complete set of endings model.- Shapley Additive Explanations for Text Classification and Sentiment Analysis of Internet Movie Database.- Exploring Word Embedding For Arabic Sentiment Analysis.- Exploring Retriever-Reader Approaches in Question-Answering on Scientific Documents.- Exploring the effect of vehicle appearance and motion for natural language-based vehicle retrieval.- Fine-Tuning OCR Error Detection and Correction in a Polish Corpus of Scientific Abstracts.- Error Investigation of Pre-trained BERTology Models on Vietnamese Natural Language Inference.- EfficientRec: An unlimited user scale recommendation system based on clustering and user's interaction embedding profile.- Machine Learning-based recommender system for Tweeting Factory in Industry 5.0 paradigm.- The problem of detecting boxers in the boxing ring.- Towards Communication-efficient Distributed Background Subtraction.- Fusing Deep Learning with Support Vector Machines to Detect COVID-19 in X-Ray Images.- Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance.- Scheduling Parallel Data Transfers in Multi-tiered Persistent Storage.- A minimal model of cancer growth, metastasis and treatment.- ITCareerBot: A Personalized Career Counseling Chatbot.- Cost-Oriented Candidate Screening Using Machine Learning Algorithms.- G-Fake: Tell me how it is shared and I shall tell you if it is fake.- Explaining Predictive Scheduling in Cloud.- An Empirical Comparison of Steganography and Steganalysis Solutions Using Brain-Computer Interface and Artificial Intelligence for EEG signal analysis.- A Legal Information Retrieval System for Statute Law .- An Efficient Multi-view Facial Expression Classifier Implementing on Edge Device.- Impact of Design Decisions on Performance of Embarrassingly Parallel .NET Database Application.

Du kanske också är intresserad av

Recent Challenges in Intelligent Information and Database Systems

Marek Krotkiewicz, Marcin Pietranik, Sinh Van Nguyen, Krystian Wojtkiewicz, Edward Szczerbicki

E-bok

2022

2 293 kr

Recent Challenges in Intelligent Information and Database Systems : 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 202

Edward Szczerbicki, Krystian Wojtkiewicz

672 kr

Intelligent Information and Database Systems

Paweł Sitek, Marcin Pietranik, Marek Krótkiewicz, Chutimet Srinilta

Häftad, 2020

573 kr

Del 1287

Advances in Computational Collective Intelligence

Marcin Hernes, Krystian Wojtkiewicz, Edward Szczerbicki

Häftad, 2020

1 138 kr

Advances in Computational Collective Intelligence

Edward Szczerbicki, Krystian Wojtkiewicz, Marcin Hernes

E-bok

2020

1 470 kr

Intelligent Information and Database Systems

Chutimet Srinilta, Marek Krotkiewicz, Marcin Pietranik, Pawel Sitek

E-bok

2020

732 kr

Del 1653

Advances in Computational Collective Intelligence

Costin Bădică, Jan Treur, Djamal Benslimane, Bogumiła Hnatkowska, Marek Krótkiewicz

Häftad, 2022

1 074 kr

Formal Methods for Managing and Processing Ontology Alignments

Marcin Pietranik

E-bok

2024

1 019 kr

Advances in Computational Collective Intelligence

Marek Krotkiewicz, Bogumila Hnatkowska, Djamal Benslimane, Jan Treur, Costin Badica

E-bok

2022

1 387 kr

Formal Methods for Managing and Processing Ontology Alignments

Marcin Pietranik

Inbunden, 2024

1 502 kr

Recent Challenges in Intelligent Information and Database Systems

14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings

AvEdward Szczerbicki,Krystian Wojtkiewicz

Häftad, Engelska, 2022

Del i serien Communications in Computer and Information Science

1 821 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

Produktinformation

Utgivningsdatum:2022-11-24
Mått:155 x 235 x 43 mm
Vikt:1 183 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:765
Förlag:Springer Verlag, Singapore
ISBN:9789811982330

Utforska kategorier

Innehållsförteckning

Music Emotion Recognition Based on Term Frequency and Pattern Entropy.- Risk Assessment of Acute Kidney Disease and Chronic Kidney Disease for in-Hospital Patients with Acute Kidney Injury.- A multi-label classification framework using the covering based decision table.- Identifying non-intuitive Relationships within Returns Data of a Furniture Online-Shop using Temporal Data Mining.- Forecasting cryptocurrency price fluctuations with Granger causality analysis.- Predicting metastasis-free survival using clinical data in non-small cell lung cancer.- Utility Driven Job Selection Problem on Road Networks.- Analysis of dynamics of emergence and decline of scientic ideas based on optimistic and pessimistic fuzzy aggregation norms.- Data-driven Resilient Supply Management Supported by Demand Forecasting.- Hybrid Boustrophedon and Partition Tree Group Algorithm for Coverage Path Planning Problem with Energy Constraints.- CRITICAL FACTORS OF CUSTOMERS LOYALTY IN E-COMMERCE .- Improving Autoencoders Performance for Hyperspectral Unmixing using Clustering.- Gated 3D-CNN for Action Recognition.- DACE: Did I catch you at a good time?.- DeepDream algorithm for data augmentation in a neural network ensemble applied to multiclass image classification.- Clinically-relevant summarisation of cataract surgery videos using deep learning.- En-SeqGAN: An Efficient Sequence Generation Model for Deceiving URL Classifiers.- Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer.- Expandable-Convolutional-Block Neural Inference with Spatial-Fused Multi-Resolution Features and Terse Convolution for IoT-based Intelligent Automated Systems.- Traffic management in Smart City.- Door-to-door sampling service with drone.- Design of IoT based Patient Health Monitoring System.- A Novel Integrating Approach Between Graph Neural Network and Complex Representation for Link Prediction in Knowledge Graph.- Schema formalism for semantic summary based on labeled graph from heterogeneous data.- Agent Based Model of Elementary School Group Learning.- Automated late fusion of low level descriptors for feature extraction and texture classification using data augmentation.- LDA+: An Extended LDA Model for Topic Hierarchy and Discovery.- P-FCloHUS: A Parallel Approach For Mining Frequent Closed High-Utility Sequences On Multi-core Processors.- Auto Machine Learning-Based Approach for Source Printer Identification.- Machine Learning to Diagnose Neurodegenerative Multiple Sclerosis Disease.- Supervised learning use to acquire knowledge from 2D analytic geometry problems.- Predictive modelling of diseases based on a network and machine learning approach.- Individual Source Camera Identification with Convolutional Neural Networks.- dMITP-Miner: An Efficient Method for Mining Maximal Inter-transaction Patterns.- Development Kazakh-Turkish machine translation on the base of complete set of endings model.- Shapley Additive Explanations for Text Classification and Sentiment Analysis of Internet Movie Database.- Exploring Word Embedding For Arabic Sentiment Analysis.- Exploring Retriever-Reader Approaches in Question-Answering on Scientific Documents.- Exploring the effect of vehicle appearance and motion for natural language-based vehicle retrieval.- Fine-Tuning OCR Error Detection and Correction in a Polish Corpus of Scientific Abstracts.- Error Investigation of Pre-trained BERTology Models on Vietnamese Natural Language Inference.- EfficientRec: An unlimited user scale recommendation system based on clustering and user's interaction embedding profile.- Machine Learning-based recommender system for Tweeting Factory in Industry 5.0 paradigm.- The problem of detecting boxers in the boxing ring.- Towards Communication-efficient Distributed Background Subtraction.- Fusing Deep Learning with Support Vector Machines to Detect COVID-19 in X-Ray Images.- Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance.- Scheduling Parallel Data Transfers in Multi-tiered Persistent Storage.- A minimal model of cancer growth, metastasis and treatment.- ITCareerBot: A Personalized Career Counseling Chatbot.- Cost-Oriented Candidate Screening Using Machine Learning Algorithms.- G-Fake: Tell me how it is shared and I shall tell you if it is fake.- Explaining Predictive Scheduling in Cloud.- An Empirical Comparison of Steganography and Steganalysis Solutions Using Brain-Computer Interface and Artificial Intelligence for EEG signal analysis.- A Legal Information Retrieval System for Statute Law .- An Efficient Multi-view Facial Expression Classifier Implementing on Edge Device.- Impact of Design Decisions on Performance of Embarrassingly Parallel .NET Database Application.