the proceedings contain 59 papers. the special focus in this conference is on Intelligent dataengineering and Automated Learning. the topics include: On the extraction and classification of hand outlines;clustering-b...
ISBN:
(纸本)9783642238772
the proceedings contain 59 papers. the special focus in this conference is on Intelligent dataengineering and Automated Learning. the topics include: On the extraction and classification of hand outlines;clustering-based Leaders’ Selection in multi-objective particle swarm optimisation;categorization of Wikipedia articles with spectral clustering;is genetic programming “human-competitive”? the case of experimental double auction markets;Portfolio optimization using SPEA2 with resampling;decoding phase-based information from steady-state visual evoked potentials with use of complex-valued neural network;spectral non-gaussianity for blind image deblurring;A graph partitioning approach to SOM clustering;on domain independence of author identification;using the clustering coefficient to guide a genetic-based communities finding algorithm;a framework to mine high-level emerging patterns by attribute-oriented induction;finding first-order minimal unsatisfiable cores with a heuristic depth-first-search algorithm;3D markerless motion tracking in real-time using a single camera;extensions for continuous pattern mining;logistic fitting method for detecting onset and cessation of tree stem radius increase;Simplifying SVM with weighted LVQ algorithm;novelty detection for identifying deterioration in emergency department patients;a hybrid model to favor the selection of high quality features in high dimensional domains;a modified apriori algorithm for analysing high-dimensional gene data;empirical comparison of resampling methods using genetic fuzzy systems for a regression problem;evolving recurrent neural models of geomagnetic storms;comparing multi-class classifiers: On the similarity of confusion matrices for predictive toxicology applications;modeling design and flow feature interactions for automotive synthesis;the importance of precision in humour classification;non-metric multidimensional scaling for privacy-preserving data clustering.
the proceedings contain 27 papers. the special focus in this conference is on Model and dataengineering. the topics include: Social Recommendation Using Deep Auto-encoder and Confidence Aware Sentiment Analysis;deep ...
ISBN:
(纸本)9783031493324
the proceedings contain 27 papers. the special focus in this conference is on Model and dataengineering. the topics include: Social Recommendation Using Deep Auto-encoder and Confidence Aware Sentiment Analysis;deep Learning Based on TensorFlow and Keras for Predictive Monitoring of Business Process Execution Delays;OntoFD: A Generic Social Media Fake News Ontology;Finding a Second Wind: Speeding Up Graph Traversal Queries in RDBMSs Using Column-Oriented Processing;ontology Matching Using Multi-head Attention Graph Isomorphism Network;Investigating the Perceived Usability of Entity-Relationship Quality Frameworks for NoSQL databases;fuzzy HealthIoT Ontology for Comorbidity Treatment;advancing Brain Tumor Segmentation via Attention-Based 3D U-Net Architecture and Digital Image Processing;breast Cancer Detection Based DenseNet with Attention Model in Mammogram Images;a Formal Metamodel for Software Architectures with Composite Components;AI-LMS: AI-Based Long-Term Monitoring System for Patients in Pandemics: COVID-19 Case Study;cardiovascular Anomaly Detection Using Deep Learning Techniques;real-Time Mitigation of Trust-Related Attacks in Social IoT;hybrid data-Driven and Knowledge-Based Predictive Maintenance Framework in the Context of Industry 4.0;Enhancing Semantic Image Synthesis: A GAN-Based Approach with Multi-Feature Adaptive Denormalization Layer;towards an Effective Attribute-Based Access Control Model for Neo4j;GRU-Based Forecasting Model for Energy Production and Consumption: Leveraging Random Forest Feature Importance;localizing Non-functional Code Bugs in User Interfaces Using Deep Learning Techniques;a Floating-Point Numbers theory for Event-B;Model-Based Testing Approach for EIP-1559 Ethereum Smart Contracts;execution Planning for Aggregated Search in the Web of data: A Free-Metadata Approach;Discovering Relationships Between Heterogeneous Declarative Mappings for RDF Knowledge Graph;Exploring Synthetic Noise Algorithms for Real-World Similar data Gen
the proceedings contain 18 papers. the special focus in this conference is on Model and dataengineering. the topics include: Towards an Open Domain Arabic Question Answering System: Assessment of the Bert Approach;Mu...
ISBN:
(纸本)9783031557286
the proceedings contain 18 papers. the special focus in this conference is on Model and dataengineering. the topics include: Towards an Open Domain Arabic Question Answering System: Assessment of the Bert Approach;Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model;transfer Learning Model for Cyberbullying Detection in Tunisian Social Networks;node2Vec Stability: Preliminary Study to Ensure the Compatibility of Embeddings with Incremental data Alignment;towards Enabling Domain-Specific Modeling Language Exchange Between Modeling Tools;the Power of Prognosis: Cox Model Prediction of Disease-Free Survival in Colon Cancer;transfer Learning in Segmenting Myocardium Perfusion Images;smart Saliency Detection for Prosthetic Vision;automatic Detection of Multiple Sclerosis Using Genomic Expression;distributed and Collaborative Learning Approach for Stroke Prediction;ioT Technologies for Smart Healthcare Buildings with Distributed Deep Learning Techniques;How Does Blockchain Enhance Zero Trust Security in IoMT?;HIPAA and GDPR Compliance in IoT Healthcare Systems;a Secure IoT Architecture for Industry 4.0;From Functional Requirements to NoSQL database Models: Application to IoT Geospatial data;a Survey on Intrusion Detection Systems for IoT Networks Based on Long Short-Term Memory.
the proceedings contain 23 papers. the topics discussed include: can big national term banks maintain complex cross-domain conceptual relations?;cross-lingual structural correspondence between terminologies: the case ...
ISBN:
(纸本)9788799917907
the proceedings contain 23 papers. the topics discussed include: can big national term banks maintain complex cross-domain conceptual relations?;cross-lingual structural correspondence between terminologies: the case of English and Japanese;quality control in terminology management;web interfaces of terminological databases that are available on the Internet from a usability perspective;a bilingual KRC concordancer for assisted translation revision based on specialized comparable corpora;self-tuning ongoing terminology extraction retrained on terminology validation decisions;acquiring Vern frames for a text simplification lexicon in the medical domain;and enabling linked-data-based semantic annotations - the ontological modeling of semantics in the OntoLingAnnot model.
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 287 papers. the topics discussed include: evaluation of flexilink as deterministic unified real-time protocol for industrial networks;understanding trust, privacy and financial fears in online ...
ISBN:
(纸本)9781538643877
the proceedings contain 287 papers. the topics discussed include: evaluation of flexilink as deterministic unified real-time protocol for industrial networks;understanding trust, privacy and financial fears in online payment;DecentID: decentralized and privacy-preserving identity storage system using smart contracts;reputation prediction using influence conversion;secure, resilient, and self-configuring fog architecture for untrustworthy IoT environments;Repoxy: replication proxy for trustworthy SDN controller operation;a dynamic trust weight allocation technique for data reconstruction in mobile wireless sensor networks;encrypted domain Mel-frequency cepstral coefficient and fragile audio watermarking;a privacy-preserving multipurpose watermarking scheme for audio authentication and protection;dynamic survivable path routing for fast changing IoT network topologies;BARS: a blockchain-based anonymous reputation system for trust management in VANETs;a universal secret sharing scheme with general access structure based on CRT;and ESRQ: an efficient secure routing method in wireless sensor networks based on Q-learning.
the proceedings contain 59 papers. the topics discussed include: on domain independence of author identification;interpreting hidden neurons in Boolean constructive neural networks;a language specification tool for mo...
ISBN:
(纸本)9783642238772
the proceedings contain 59 papers. the topics discussed include: on domain independence of author identification;interpreting hidden neurons in Boolean constructive neural networks;a language specification tool for model-based parsing;SVM approach to classifying lesions in USG images withthe use of the Gabor decomposition;on the extraction and classification of hand outlines;clustering-based leaders' selection in multi-objective particle swarm optimisation;logistic fitting method for detecting onset and cessation of tree stem radius increase;novelty detection for identifying deterioration in emergency department patients;a modified apriori algorithm for analysing high-dimensional gene data;comparing multi-class classifiers: on the similarity of confusion matrices for predictive toxicology applications;automated image annotation system based on an open source object database;and a novel ensemble of distance measures for feature evaluation: application to sonar imagery.
the proceedings contain 39 papers. the special focus in this conference is on Computer Safety, Reliability, and Security. the topics include: Making the case for safety of machine learning in highly automated driving;...
ISBN:
(纸本)9783319662831
the proceedings contain 39 papers. the special focus in this conference is on Computer Safety, Reliability, and Security. the topics include: Making the case for safety of machine learning in highly automated driving;a thought experiment on evolution of assurance cases —from a logical aspect;a thought experiment on evolution of assurance cases from a logical aspect;uniform model interface for assurance case integration with system models;integrated model-based development of system and safety cases;a web based GSN editor for multiple stakeholders;towards combined safety and security constraints analysis;reconciling systems-theoretic and component-centric methods for safety and security co-analysis;reconciling systems-theoretic and component-centric methods for safety and security co-analysis;increasing dependability in safety critical CPSs using reflective statecharts;a survey of hardware technologies for mixed-critical integration explored in the project EMC2;a model-based design approach;GSN support of mixed-criticality systems certification;concepts for reliable communication in a software-defined network architecture and combining safety and security analysis for industrial collaborative automation systems.
the proceedings contain 23 papers. the special focus in this conference is on database and Expert Systems Applications. the topics include: Semantic Influence Score: Tracing Beautiful Minds through Knowledge Diffusion...
ISBN:
(纸本)9783030871000
the proceedings contain 23 papers. the special focus in this conference is on database and Expert Systems Applications. the topics include: Semantic Influence Score: Tracing Beautiful Minds through Knowledge Diffusion and Derivative Works;robust and Efficient Bio-Inspired data-Sampling Prototype for Time-Series Analysis;membership-Mappings for data Representation Learning: Measure theoretic Conceptualization;membership-Mappings for data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder;data Catalogs: A Systematic Literature Review and Guidelines to Implementation;task-Specific Automation in Deep Learning Processes;approximate Fault Tolerance for Edge Stream Processing;deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends;time Series Pattern Discovery by Deep Learning and Graph Mining;a Conceptual Model for Mitigation of Root Causes of Uncertainty in Cyber-Physical Systems;integrating Gene Ontology Based Grouping and Ranking into the Machine Learning Algorithm for Gene Expression data Analysis;SVM-RCE-R-OPT: Optimization of Scoring Function for SVM-RCE-R;short-Term Renewable Energy Forecasting in Greece Using Prophet Decomposition and Tree-Based Ensembles;a Comparative Study of Deep Learning Approaches for Day-Ahead Load Forecasting of an Electric Car Fleet;Security-Based Safety Hazard Analysis Using FMEA: A DAM Case Study;Privacy Preserving Machine Learning for Malicious URL Detection;remote Attestation of Bare-Metal Microprocessor Software: A Formally Verified Security Monitor;Provenance and Privacy in ProSA: A Guided Interview on Privacy-Aware Provenance;placeholder Constraint Evaluation in Simulation Graphs;Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs;bridging Semantic Web and Machine Learning: First Results of a Systematic Mapping Study.
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