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Advances in Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Nunez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz
| Advances in Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Nunez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz |
| Autore | Nguyen Ngoc Thanh |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (779 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
BotzheimJános
GulyásLászló NunezManuel TreurJan VossenGottfried KozierkiewiczAdrianna |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Social sciences - Data processing Education - Data processing Computer vision Artificial Intelligence Computer Engineering and Networks Computer Application in Social and Behavioral Sciences Computers and Education Computer Vision |
| ISBN | 3-031-41774-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Collective Intelligence and Collective Decision-Making -- Assessing the Effects of Expanded Input Elicitation and Machine Learning-based Priming for Crowd Stock Prediction -- RaReSi: An Approach Combining Ratings and Reviews to Measure User Similarity in Neighbor-based Recommender Systems -- Personalized Quiz-Based Perfume Recommender System Using Social Data -- LSTM-based QoE Evaluation for Web Microservices’ Reputation Scoring -- Previous Opinions is All You Need - Legal Information Retrieval System -- An Agent-Based Network Model for Interpersonal Emotion Regulation in Human-Bot Interaction -- Deep Learning Techniques -- Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning -- Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Tunisian Dialectical Facebook Content during the Spread of the Coronavirus Pandemic -- Interpretation of immunofluorescence slides by Deep Learning techniques: Anti-nuclear antibodies case study -- An improved approach for Parkinson’s disease classification based on convolutional neural network -- A Convolutional Recurrent Neural Network model for Classification of Parkinson’s Disease from Resting State EEG signals -- Recognition of Alzheimer’s Disease based on Transfer Learning Approach using Brain MRI Images With Regularization -- Detection and analyzing satellite images by using Conventional neural network -- Classifying Chicken-Made Food Images Using Enhanced MobilNetV2 -- Natural Language Processing -- Initial approach to pharmaceutical opinion search in polish language -- WSDTN a novel dataset for Arabic word sense disambiguation -- CNN-BiLSTM model for Arabic Dialect Identification -- Active Learning with AraGPT2 for Arabic Named Entity Recognition -- FreMPhone: A French Mobile Phone Corpus for Aspect-based Sentiment Analysis -- OTSummarizer an Optimal Transport based approach for extractive text summarization -- Towards a hybrid document indexing approach for Arabic documentary retrieval system -- Sh-DistilBERT: new transfer learning model for Arabic Sentiment Analysis and Aspect Category Detection -- Data Minning and Machine learning -- A hybrid method of k-nearest neighbors with decision tree for water quality classification in aquaculture -- Evaluating Web Crawlers with Machine Learning Algorithms for Accurate Location Extraction from Job Offers -- A Design Science Research Approach Towards Knowledge Discovery and Predictive Maintenance of MEMS Inertial Sensors Using Machine Learning -- Efficient Pruning Strategy for Mining High Utility Quantitative Itemsets -- AAPL forecasting using contemporary time series models -- Improving Gossip Learning via Limited Model Merging -- Ensemble Machine Learning-Based Egg Parasitism Identification for Endangered Bird Conservation -- Social Networks and Speek Communication -- A Comparative Analysis of Long Covid in the French Press and Twitter -- Semantic analysis of transit related tweets in London and Prague -- k-shell Without Decomposition -- Difficulties developing a children’s speech recognition system for languages with limited training data -- Kazakh-Uzbek Speech Cascade Machine Translation on Complete Set of Endings -- Cybersecurity and Internet of Things -- Human-related security threats and countermeasures of electronic banking and identity services - Polish case study -- Design and Development of IoT based Medical Cleanroom -- Reliable framework for Digital Forensics in Medical Internet of Things -- Federated Learning - Opportunities and Application Challenges -- Cooperative Strategies for Decision Making and Optimization -- A new Ant population based improvement heuristic for solving large scale TSP -- Comparison of various mutation operators of the bacterial memetic algorithm on the traveling salesman problem -- Comparing Lamarckian and Baldwinian Approaches in Memetic Optimization -- A Fitness Approximation Assisted Hyper-heuristic for the Permutation Flowshop Problem -- Generalized objective function to ensure robust evaluation for evolutionary storage location assignment algorithms -- Bacterial Evolutionary Algorithm based Autoencoder Architecture Search for Anomaly Detection -- Digital Content Understanding and Apllication for Industry 4.0 -- Improved Object Detection by Utilizing the Image Stream -- Combination of DE-GAN With CNN-LSTM for Arabic OCR on Images with Colorful Backgrounds -- A Solution for Building a V-Museum Based on Virtual Reality Application -- Synthetic football sprite animations learned across the pitch -- Solving the Hydrophobic-Polar model with Nested Monte Carlo Search -- Ground Truth Data Generator In Automotive Infrared Sensor Vision Problems Using a Minimum Set of Operations -- Theoretical and empirical testing of the randomness of a quantum random number generator with quantum entanglement -- Computational Intelligence in Medical Applications -- Robust Brain Age Estimation via Regression Models and MRI-derived Features -- Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. Electrocardiogram-based Heart Disease Classification with Machine Learning Techniques -- SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-ray Images -- A New Approach For The Diagnosis of Children Personality Disorders Based On Semantic Analysis -- Comparative Analysis of Human Action Recognition Classification for Ambient Assisted Living -- Overview of Time Series Classification based on symbolic discretization for ECG applications -- Res 1D CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. |
| Record Nr. | UNINA-9910746295203321 |
Nguyen Ngoc Thanh
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Nunez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz
| Advances in Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Nunez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz |
| Autore | Nguyen Ngoc Thanh |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (779 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
BotzheimJános
GulyásLászló NunezManuel TreurJan VossenGottfried KozierkiewiczAdrianna |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Social sciences - Data processing Education - Data processing Computer vision Artificial Intelligence Computer Engineering and Networks Computer Application in Social and Behavioral Sciences Computers and Education Computer Vision |
| ISBN | 3-031-41774-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Collective Intelligence and Collective Decision-Making -- Assessing the Effects of Expanded Input Elicitation and Machine Learning-based Priming for Crowd Stock Prediction -- RaReSi: An Approach Combining Ratings and Reviews to Measure User Similarity in Neighbor-based Recommender Systems -- Personalized Quiz-Based Perfume Recommender System Using Social Data -- LSTM-based QoE Evaluation for Web Microservices’ Reputation Scoring -- Previous Opinions is All You Need - Legal Information Retrieval System -- An Agent-Based Network Model for Interpersonal Emotion Regulation in Human-Bot Interaction -- Deep Learning Techniques -- Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning -- Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Tunisian Dialectical Facebook Content during the Spread of the Coronavirus Pandemic -- Interpretation of immunofluorescence slides by Deep Learning techniques: Anti-nuclear antibodies case study -- An improved approach for Parkinson’s disease classification based on convolutional neural network -- A Convolutional Recurrent Neural Network model for Classification of Parkinson’s Disease from Resting State EEG signals -- Recognition of Alzheimer’s Disease based on Transfer Learning Approach using Brain MRI Images With Regularization -- Detection and analyzing satellite images by using Conventional neural network -- Classifying Chicken-Made Food Images Using Enhanced MobilNetV2 -- Natural Language Processing -- Initial approach to pharmaceutical opinion search in polish language -- WSDTN a novel dataset for Arabic word sense disambiguation -- CNN-BiLSTM model for Arabic Dialect Identification -- Active Learning with AraGPT2 for Arabic Named Entity Recognition -- FreMPhone: A French Mobile Phone Corpus for Aspect-based Sentiment Analysis -- OTSummarizer an Optimal Transport based approach for extractive text summarization -- Towards a hybrid document indexing approach for Arabic documentary retrieval system -- Sh-DistilBERT: new transfer learning model for Arabic Sentiment Analysis and Aspect Category Detection -- Data Minning and Machine learning -- A hybrid method of k-nearest neighbors with decision tree for water quality classification in aquaculture -- Evaluating Web Crawlers with Machine Learning Algorithms for Accurate Location Extraction from Job Offers -- A Design Science Research Approach Towards Knowledge Discovery and Predictive Maintenance of MEMS Inertial Sensors Using Machine Learning -- Efficient Pruning Strategy for Mining High Utility Quantitative Itemsets -- AAPL forecasting using contemporary time series models -- Improving Gossip Learning via Limited Model Merging -- Ensemble Machine Learning-Based Egg Parasitism Identification for Endangered Bird Conservation -- Social Networks and Speek Communication -- A Comparative Analysis of Long Covid in the French Press and Twitter -- Semantic analysis of transit related tweets in London and Prague -- k-shell Without Decomposition -- Difficulties developing a children’s speech recognition system for languages with limited training data -- Kazakh-Uzbek Speech Cascade Machine Translation on Complete Set of Endings -- Cybersecurity and Internet of Things -- Human-related security threats and countermeasures of electronic banking and identity services - Polish case study -- Design and Development of IoT based Medical Cleanroom -- Reliable framework for Digital Forensics in Medical Internet of Things -- Federated Learning - Opportunities and Application Challenges -- Cooperative Strategies for Decision Making and Optimization -- A new Ant population based improvement heuristic for solving large scale TSP -- Comparison of various mutation operators of the bacterial memetic algorithm on the traveling salesman problem -- Comparing Lamarckian and Baldwinian Approaches in Memetic Optimization -- A Fitness Approximation Assisted Hyper-heuristic for the Permutation Flowshop Problem -- Generalized objective function to ensure robust evaluation for evolutionary storage location assignment algorithms -- Bacterial Evolutionary Algorithm based Autoencoder Architecture Search for Anomaly Detection -- Digital Content Understanding and Apllication for Industry 4.0 -- Improved Object Detection by Utilizing the Image Stream -- Combination of DE-GAN With CNN-LSTM for Arabic OCR on Images with Colorful Backgrounds -- A Solution for Building a V-Museum Based on Virtual Reality Application -- Synthetic football sprite animations learned across the pitch -- Solving the Hydrophobic-Polar model with Nested Monte Carlo Search -- Ground Truth Data Generator In Automotive Infrared Sensor Vision Problems Using a Minimum Set of Operations -- Theoretical and empirical testing of the randomness of a quantum random number generator with quantum entanglement -- Computational Intelligence in Medical Applications -- Robust Brain Age Estimation via Regression Models and MRI-derived Features -- Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. Electrocardiogram-based Heart Disease Classification with Machine Learning Techniques -- SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-ray Images -- A New Approach For The Diagnosis of Children Personality Disorders Based On Semantic Analysis -- Comparative Analysis of Human Action Recognition Classification for Ambient Assisted Living -- Overview of Time Series Classification based on symbolic discretization for ECG applications -- Res 1D CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. |
| Record Nr. | UNISA-996550553803316 |
|
Nguyen Ngoc Thanh
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Databases and Information Systems [[electronic resource] ] : 13th East European Conference, ADBIS 2009, Riga, Latvia, September 7-10, 2009, Proceedings / / edited by Janis Grundspenkis, Tadeusz Morzy, Gottfried Vossen
| Advances in Databases and Information Systems [[electronic resource] ] : 13th East European Conference, ADBIS 2009, Riga, Latvia, September 7-10, 2009, Proceedings / / edited by Janis Grundspenkis, Tadeusz Morzy, Gottfried Vossen |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XIII, 379 p.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Data structures (Computer science)
Database management Data mining Application software Information storage and retrieval Multimedia information systems Data Structures and Information Theory Database Management Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Storage and Retrieval Multimedia Information Systems |
| Soggetto genere / forma |
Kongress.
Riga (2009) |
| ISBN | 3-642-03973-1 |
| Classificazione |
DAT 600f
DAT 650f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talk -- Sausalito: An Application Servers for RESTful Services in the Cloud -- Business Processes -- Versions to Address Business Process Flexibility Issue -- A Rule-Based Modeling for the Description of Flexible and Self-healing Business Processes -- Business Process Aware IS Change Management in SMEs -- Design Issues -- Performance Driven Database Design for Scalable Web Applications -- Generic Entity Resolution in Relational Databases -- Tool Support for the Design and Management of Spatial Context Models -- Advanced Query Processing -- Efficient Set Similarity Joins Using Min-prefixes -- Probabilistic Granule-Based Inside and Nearest Neighbor Queries -- Window Update Patterns in Stream Operators -- Query Processing and Optimization -- Systematic Exploration of Efficient Query Plans for Automated Database Restructuring -- Using Structural Joins and Holistic Twig Joins for Native XML Query Optimization -- Approximate Rewriting of Queries Using Views -- Query Languages -- SQL Triggers Reacting on Time Events: An Extension Proposal -- Pushing Predicates into Recursive SQL Common Table Expressions -- On Containment of Conjunctive Queries with Negation -- Indexing and Caching -- Optimizing Maintenance of Constraint-Based Database Caches -- The Onion-Tree: Quick Indexing of Complex Data in the Main Memory -- Data Integration -- Cost-Based Vectorization of Instance-Based Integration Processes -- Empowering Provenance in Data Integration -- Applications -- Detecting Moving Objects in Noisy Radar Data Using a Relational Database -- Study of Dependencies in Executions of E-Contract Activities -- Object Tag Architecture for Innovative Intelligent Transportation Systems -- Portpourri -- Conceptual Universal Database Language: Moving Up the Database Design Levels -- Temporal Data Classification Using Linear Classifiers -- SPAX – PAX with Super-Pages. |
| Record Nr. | UNISA-996465758603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Databases and Information Systems [[electronic resource] ] : 13th East European Conference, ADBIS 2009, Riga, Latvia, September 7-10, 2009, Proceedings / / edited by Janis Grundspenkis, Tadeusz Morzy, Gottfried Vossen
| Advances in Databases and Information Systems [[electronic resource] ] : 13th East European Conference, ADBIS 2009, Riga, Latvia, September 7-10, 2009, Proceedings / / edited by Janis Grundspenkis, Tadeusz Morzy, Gottfried Vossen |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XIII, 379 p.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Data structures (Computer science)
Database management Data mining Application software Information storage and retrieval Multimedia information systems Data Structures and Information Theory Database Management Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Storage and Retrieval Multimedia Information Systems |
| Soggetto genere / forma |
Kongress.
Riga (2009) |
| ISBN | 3-642-03973-1 |
| Classificazione |
DAT 600f
DAT 650f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talk -- Sausalito: An Application Servers for RESTful Services in the Cloud -- Business Processes -- Versions to Address Business Process Flexibility Issue -- A Rule-Based Modeling for the Description of Flexible and Self-healing Business Processes -- Business Process Aware IS Change Management in SMEs -- Design Issues -- Performance Driven Database Design for Scalable Web Applications -- Generic Entity Resolution in Relational Databases -- Tool Support for the Design and Management of Spatial Context Models -- Advanced Query Processing -- Efficient Set Similarity Joins Using Min-prefixes -- Probabilistic Granule-Based Inside and Nearest Neighbor Queries -- Window Update Patterns in Stream Operators -- Query Processing and Optimization -- Systematic Exploration of Efficient Query Plans for Automated Database Restructuring -- Using Structural Joins and Holistic Twig Joins for Native XML Query Optimization -- Approximate Rewriting of Queries Using Views -- Query Languages -- SQL Triggers Reacting on Time Events: An Extension Proposal -- Pushing Predicates into Recursive SQL Common Table Expressions -- On Containment of Conjunctive Queries with Negation -- Indexing and Caching -- Optimizing Maintenance of Constraint-Based Database Caches -- The Onion-Tree: Quick Indexing of Complex Data in the Main Memory -- Data Integration -- Cost-Based Vectorization of Instance-Based Integration Processes -- Empowering Provenance in Data Integration -- Applications -- Detecting Moving Objects in Noisy Radar Data Using a Relational Database -- Study of Dependencies in Executions of E-Contract Activities -- Object Tag Architecture for Innovative Intelligent Transportation Systems -- Portpourri -- Conceptual Universal Database Language: Moving Up the Database Design Levels -- Temporal Data Classification Using Linear Classifiers -- SPAX – PAX with Super-Pages. |
| Record Nr. | UNINA-9910484827903321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Databases and Information Systems [[electronic resource] ] : Second East European Symposium, ADBIS '98, Poznan, Poland, September 7-10, 1998, Proceedings / / edited by Witold Litwin, Tadeusz Morzy, Gottfried Vossen
| Advances in Databases and Information Systems [[electronic resource] ] : Second East European Symposium, ADBIS '98, Poznan, Poland, September 7-10, 1998, Proceedings / / edited by Witold Litwin, Tadeusz Morzy, Gottfried Vossen |
| Edizione | [1st ed. 1998.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1998 |
| Descrizione fisica | 1 online resource (XIV, 378 p.) |
| Disciplina | 005.74 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data structures (Computer science)
Computer engineering Database management Application software Information storage and retrieval Multimedia information systems Data Structures and Information Theory Computer Engineering Database Management Information Systems Applications (incl. Internet) Information Storage and Retrieval Multimedia Information Systems |
| ISBN | 3-540-68309-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Recent progress in data integration — A tutorial -- Managing multimedia information in a database environment — A tutorial -- Association rules... and what’s next? — Towards second generation data mining systems -- Workflow management in the internet age -- Untyped queries, untyped reflective machines and conditional quantifiers -- Containment of conjunctive queries with built-in predicates with variables and constants over any ordered domain -- Using queries with multi-directional functions for numerical database applications -- Multiple range query optimization in spatial databases -- Optimizing command logs by exploiting semantic knowledge -- A distributed algorithm for global query optimization in multidatabase systems -- Transaction management in databases supporting collaborative applications -- Object-oriented design of a flexible workflow management system -- Extending transaction closures by n-ary termination dependencies -- Distributed information systems -- Integrated web — Database applications for electronic business -- Term weighting in query-based document clustering -- Discovery of object-oriented schema and schema conflicts -- On the ordering of rewrite rules -- Towards data and object modelling -- Propagation of structural modifications to an integrated schema -- Integration of schemas containing data versions and time components -- Deriving relationships between integrity constraints for schema comparison -- A database interface integrating a query language for versions -- nP-Tree: Region partitioning and indexing for efficient path planning -- Replication in mirrored disk systems -- Clustering techniques for minimizing object access time -- Designing persistence for real-time distributed object systems -- Partial replication of object-oriented databases -- Optimizing knowledge discovery over the WWW -- Data mining query language for object-oriented database -- Itemset materializing for fast mining of association rules -- Schema derivation for WWW information sources and their integration with databases in Bioinformatics -- Component-based information systems development tool supporting the SYNTHESIS design method -- Translating relational queries to object-oriented queries according to ODMG-93 -- A flexible framework for a correct database design -- Human resources information systems improvement: Involving financial systems and other sources data -- Physical structure design for relational databases -- Modeling of census data in a multidimensional environment. |
| Record Nr. | UNISA-996466127203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1998 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Databases and Information Systems [[electronic resource] ] : Second East European Symposium, ADBIS '98, Poznan, Poland, September 7-10, 1998, Proceedings / / edited by Witold Litwin, Tadeusz Morzy, Gottfried Vossen
| Advances in Databases and Information Systems [[electronic resource] ] : Second East European Symposium, ADBIS '98, Poznan, Poland, September 7-10, 1998, Proceedings / / edited by Witold Litwin, Tadeusz Morzy, Gottfried Vossen |
| Edizione | [1st ed. 1998.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1998 |
| Descrizione fisica | 1 online resource (XIV, 378 p.) |
| Disciplina | 005.74 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data structures (Computer science)
Computer engineering Database management Application software Information storage and retrieval Multimedia information systems Data Structures and Information Theory Computer Engineering Database Management Information Systems Applications (incl. Internet) Information Storage and Retrieval Multimedia Information Systems |
| ISBN | 3-540-68309-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Recent progress in data integration — A tutorial -- Managing multimedia information in a database environment — A tutorial -- Association rules... and what’s next? — Towards second generation data mining systems -- Workflow management in the internet age -- Untyped queries, untyped reflective machines and conditional quantifiers -- Containment of conjunctive queries with built-in predicates with variables and constants over any ordered domain -- Using queries with multi-directional functions for numerical database applications -- Multiple range query optimization in spatial databases -- Optimizing command logs by exploiting semantic knowledge -- A distributed algorithm for global query optimization in multidatabase systems -- Transaction management in databases supporting collaborative applications -- Object-oriented design of a flexible workflow management system -- Extending transaction closures by n-ary termination dependencies -- Distributed information systems -- Integrated web — Database applications for electronic business -- Term weighting in query-based document clustering -- Discovery of object-oriented schema and schema conflicts -- On the ordering of rewrite rules -- Towards data and object modelling -- Propagation of structural modifications to an integrated schema -- Integration of schemas containing data versions and time components -- Deriving relationships between integrity constraints for schema comparison -- A database interface integrating a query language for versions -- nP-Tree: Region partitioning and indexing for efficient path planning -- Replication in mirrored disk systems -- Clustering techniques for minimizing object access time -- Designing persistence for real-time distributed object systems -- Partial replication of object-oriented databases -- Optimizing knowledge discovery over the WWW -- Data mining query language for object-oriented database -- Itemset materializing for fast mining of association rules -- Schema derivation for WWW information sources and their integration with databases in Bioinformatics -- Component-based information systems development tool supporting the SYNTHESIS design method -- Translating relational queries to object-oriented queries according to ODMG-93 -- A flexible framework for a correct database design -- Human resources information systems improvement: Involving financial systems and other sources data -- Physical structure design for relational databases -- Modeling of census data in a multidimensional environment. |
| Record Nr. | UNINA-9910768475203321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1998 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Núñez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz
| Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Núñez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz |
| Autore | Nguyen Ngoc Thanh |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (859 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
BotzheimJános
GulyásLászló NúñezManuel TreurJan VossenGottfried KozierkiewiczAdrianna |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Data structures (Computer science) Information theory Computer science Artificial Intelligence Computer Engineering and Networks Computer Communication Networks Data Structures and Information Theory Theory of Computation |
| ISBN | 3-031-41456-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Collective Intelligence and Collective Decision-Making -- Hybrid Genetic Algorithms to Determine 2-Optimality Consensus for a Collective of Ordered Partitions -- From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management -- An Architecture for Enabling Collective Intelligence in IoT Networks -- Self-Organizing Maps for Data Purchase Support in Data Marketplaces -- Agent based model of elementary school group learning – a case study -- Deep Learning Techniques -- Deep Reinforcement Learning for Jointly Resource Allocation and Trajectory Planning in UAV-assisted Networks -- DNGAE: Deep Neighborhood Graph Autoencoder for robust blind hyperspectral unmixing -- Unlocking the Potential of Deep Learning and Filter Gabor for Facial Emotion Recognition -- Graph Convolution Collaborative Filtering with Dense Embeddings -- Automatic Quantization for Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-ray Image Classification -- A Convolutional Autoencoder Approach for Weakly Supervised Anomaly Video Detection -- Sparsity-invariant Convolution for Forecasting Irregularly Sampled Time Series -- Efficient Sparse Networks from Watts-Strogatz Network Priors -- Natural Language Processing -- Exploring the Role of Monolingual Data in Cross-Attention Pre-Training for Neural Machine Translation -- Development of a dictionary for preschool children with weak speech skills based on the Word2Vec method -- An abstractive automatic summarization approach based on a text comprehension model of cognitive psychology -- Detecting Duplicate Multiple Choice Questions in The Large Question Bank -- A Context-Aware Approach for Improving Dialog Act Detection in a Multilingual Conversational Platform -- Data Minning and Machine learning -- Efficient Association Rules Minimization Using a Double-Stage Quine-McCluskey-Based Approach -- Complexity-Based Code Embeddings -- Differentially Private Copulas, DAG and Hybrid Methods: a Comprehensive Data Utility Study -- Analysing Android Apps Classification and Categories Validation by using Latent Dirichlet Allocation -- Staircase Recognition based on Possibilistic Feature Quality Assessment Method -- Social Networks and Intelligent Systems -- Toward effective link prediction based on local information in organizational social networks -- A new topic modeling method for tweets comparison -- Measuring gender: A machine learning approach to social media demographics and author profiling -- Crisis Detection by Social and Remote Sensing Fusion: A selective Attention Approach -- Educational Videos Recommendation System Based On Topic Modeling -- Cybersecurity, Blockchain Technology and Internet of Things -- A Two-hop Neighborhood Based Berserk Detection Algorithm for Probabilistic Model of Consensus in Distributed Ledger Systems -- Trust Assessment on Data Stream Imputation in IoT Environments -- Optimizing Merkle Tree Structure for Blockchain transactions by a DC Programming approach -- Wearable Tag for Indoor Localization in the context of Ambient Assisted Living -- Hyperledger blockchain-enabled cold chain application for flower logistics -- A Fully Decentralized Privacy-Enabled Federated Learning System -- Cooperative Strategies for Decision Making and Optimization -- Two-dimensional Pheromone in Ant Colony Optimization -- Analysis of different reinsertion strategies in Steady State Genetic Algorithm -- Traffic Optimization by Local Bacterial Memetic Algorithm -- Optimizing Fire Control Monitoring System in Smart Cities -- Computational Intelligence for Digital Content Understanding -- Desertification Detection in Satellite Images using Siamese Variational Autoencoder with Transfer Learning -- Speaker Identification Enhancement Using Emotional Features -- Classification of punches in Olympic boxing using static RGB cameras -- Learning Human Postures using Lab-Depth HOG Descriptors -- SemiMemes: A Semi-supervised Learning Approach for Multimodal Memes Analysis -- Extrinsic Calibration Framework for Camera-Lidar Fusion using Recurrent Residual Network -- GAN-based Data Augmentation and Pseudo-Label Refinement for Unsupervised Domain Adaptation Person Re-Identification -- Intelligent Automated Pancreas Segmentation using U-Net Model Variants -- Knowledge Engineering and Apllication for Industry 4.0 -- Energy and Congestion Awareness Traffic Scheduling in Hybrid Software-Defined Network with Flow Splitting -- "Is Proton good enough?" - a performance comparison between gaming on Windows and Linux -- Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas -- Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas -- Complex layers of ranked prognostic models -- Project Team Members competences configuration: a proactive and reactive approach -- Computational Intelligence in Medical Applications -- Teeth disease recognition based on X-ray images -- Predicting Alzheimer’s Disease Diagnosis Risk over Time with Survival Machine Learning on the ADNI Cohort -- MEP: A Comprehensive Medicines Extraction System on Prescriptions -- New Approaches to Monitoring Respiratory Activity as Part of an Intelligent Model for Stress Assessment -- An Adaptive Network Model for Anorexia Nervosa: Addressing the Effects of Therapy -- ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 chest X-Ray image -- Ensemble Models and Data Fusion -- Credit Risk Scoring Using a Data Fusion Approach -- Goal-oriented Classification of Football Results -- Learning from Imbalanced Data Streams Using Rotation-based Ensemble Classifiers -- DE-Forest – optimized decision tree ensemble -- Mining multiple class imbalanced datasets using a specialized balancing algorithm and the Adaboost technique -- Investigation and prediction of Cognitive Load During Memory and Arithmetic Tasks. |
| Record Nr. | UNISA-996550558803316 |
|
Nguyen Ngoc Thanh
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Núñez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz
| Computational Collective Intelligence [[electronic resource] ] : 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27–29, 2023, Proceedings / / edited by Ngoc Thanh Nguyen, János Botzheim, László Gulyás, Manuel Núñez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz |
| Autore | Nguyen Ngoc Thanh |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (859 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
BotzheimJános
GulyásLászló NúñezManuel TreurJan VossenGottfried KozierkiewiczAdrianna |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Data structures (Computer science) Information theory Computer science Artificial Intelligence Computer Engineering and Networks Computer Communication Networks Data Structures and Information Theory Theory of Computation |
| ISBN | 3-031-41456-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Collective Intelligence and Collective Decision-Making -- Hybrid Genetic Algorithms to Determine 2-Optimality Consensus for a Collective of Ordered Partitions -- From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management -- An Architecture for Enabling Collective Intelligence in IoT Networks -- Self-Organizing Maps for Data Purchase Support in Data Marketplaces -- Agent based model of elementary school group learning – a case study -- Deep Learning Techniques -- Deep Reinforcement Learning for Jointly Resource Allocation and Trajectory Planning in UAV-assisted Networks -- DNGAE: Deep Neighborhood Graph Autoencoder for robust blind hyperspectral unmixing -- Unlocking the Potential of Deep Learning and Filter Gabor for Facial Emotion Recognition -- Graph Convolution Collaborative Filtering with Dense Embeddings -- Automatic Quantization for Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-ray Image Classification -- A Convolutional Autoencoder Approach for Weakly Supervised Anomaly Video Detection -- Sparsity-invariant Convolution for Forecasting Irregularly Sampled Time Series -- Efficient Sparse Networks from Watts-Strogatz Network Priors -- Natural Language Processing -- Exploring the Role of Monolingual Data in Cross-Attention Pre-Training for Neural Machine Translation -- Development of a dictionary for preschool children with weak speech skills based on the Word2Vec method -- An abstractive automatic summarization approach based on a text comprehension model of cognitive psychology -- Detecting Duplicate Multiple Choice Questions in The Large Question Bank -- A Context-Aware Approach for Improving Dialog Act Detection in a Multilingual Conversational Platform -- Data Minning and Machine learning -- Efficient Association Rules Minimization Using a Double-Stage Quine-McCluskey-Based Approach -- Complexity-Based Code Embeddings -- Differentially Private Copulas, DAG and Hybrid Methods: a Comprehensive Data Utility Study -- Analysing Android Apps Classification and Categories Validation by using Latent Dirichlet Allocation -- Staircase Recognition based on Possibilistic Feature Quality Assessment Method -- Social Networks and Intelligent Systems -- Toward effective link prediction based on local information in organizational social networks -- A new topic modeling method for tweets comparison -- Measuring gender: A machine learning approach to social media demographics and author profiling -- Crisis Detection by Social and Remote Sensing Fusion: A selective Attention Approach -- Educational Videos Recommendation System Based On Topic Modeling -- Cybersecurity, Blockchain Technology and Internet of Things -- A Two-hop Neighborhood Based Berserk Detection Algorithm for Probabilistic Model of Consensus in Distributed Ledger Systems -- Trust Assessment on Data Stream Imputation in IoT Environments -- Optimizing Merkle Tree Structure for Blockchain transactions by a DC Programming approach -- Wearable Tag for Indoor Localization in the context of Ambient Assisted Living -- Hyperledger blockchain-enabled cold chain application for flower logistics -- A Fully Decentralized Privacy-Enabled Federated Learning System -- Cooperative Strategies for Decision Making and Optimization -- Two-dimensional Pheromone in Ant Colony Optimization -- Analysis of different reinsertion strategies in Steady State Genetic Algorithm -- Traffic Optimization by Local Bacterial Memetic Algorithm -- Optimizing Fire Control Monitoring System in Smart Cities -- Computational Intelligence for Digital Content Understanding -- Desertification Detection in Satellite Images using Siamese Variational Autoencoder with Transfer Learning -- Speaker Identification Enhancement Using Emotional Features -- Classification of punches in Olympic boxing using static RGB cameras -- Learning Human Postures using Lab-Depth HOG Descriptors -- SemiMemes: A Semi-supervised Learning Approach for Multimodal Memes Analysis -- Extrinsic Calibration Framework for Camera-Lidar Fusion using Recurrent Residual Network -- GAN-based Data Augmentation and Pseudo-Label Refinement for Unsupervised Domain Adaptation Person Re-Identification -- Intelligent Automated Pancreas Segmentation using U-Net Model Variants -- Knowledge Engineering and Apllication for Industry 4.0 -- Energy and Congestion Awareness Traffic Scheduling in Hybrid Software-Defined Network with Flow Splitting -- "Is Proton good enough?" - a performance comparison between gaming on Windows and Linux -- Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas -- Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas -- Complex layers of ranked prognostic models -- Project Team Members competences configuration: a proactive and reactive approach -- Computational Intelligence in Medical Applications -- Teeth disease recognition based on X-ray images -- Predicting Alzheimer’s Disease Diagnosis Risk over Time with Survival Machine Learning on the ADNI Cohort -- MEP: A Comprehensive Medicines Extraction System on Prescriptions -- New Approaches to Monitoring Respiratory Activity as Part of an Intelligent Model for Stress Assessment -- An Adaptive Network Model for Anorexia Nervosa: Addressing the Effects of Therapy -- ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 chest X-Ray image -- Ensemble Models and Data Fusion -- Credit Risk Scoring Using a Data Fusion Approach -- Goal-oriented Classification of Football Results -- Learning from Imbalanced Data Streams Using Rotation-based Ensemble Classifiers -- DE-Forest – optimized decision tree ensemble -- Mining multiple class imbalanced datasets using a specialized balancing algorithm and the Adaboost technique -- Investigation and prediction of Cognitive Load During Memory and Arithmetic Tasks. |
| Record Nr. | UNINA-9910746086503321 |
|
Nguyen Ngoc Thanh
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Collective Intelligence [[electronic resource] ] : 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, George A. Papadopoulos, Piotr Jędrzejowicz, Bogdan Trawiński, Gottfried Vossen
| Computational Collective Intelligence [[electronic resource] ] : 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, George A. Papadopoulos, Piotr Jędrzejowicz, Bogdan Trawiński, Gottfried Vossen |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXVIII, 592 p. 168 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Data mining Algorithms Computer organization Artificial Intelligence Information Systems Applications (incl. Internet) Data Mining and Knowledge Discovery Computer Appl. in Administrative Data Processing Algorithm Analysis and Problem Complexity Computer Systems Organization and Communication Networks |
| ISBN | 3-319-67074-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Knowledge Engineering and Semantic Web -- Mapping the Territory for a Knowledge-Based System -- Abstract -- 1 Role of Metaphors and Visuals for Design Science and PKM -- 2 Employing Metaphors and Maps in Knowledge Management -- 3 A Knowledge Map Visualizing Knowledge in Space and Time -- 3.1 Foraging Loop: Knowledge Identification, Acquisition, and Preservation -- 3.2 Sensemaking Loop: Knowledge Goals, Development, Diffusion, Use -- 3.3 PKMS Support Functions: Knowledge Measurement and Management -- 4 Conclusions and the Road Ahead -- References -- A Bidirectional-Based Spreading Activation Method for Human Diseases Relatedness Detection Using Disease Ontology -- 1 Introduction -- 2 Related Work -- 3 The Disease Ontology -- 4 Methodology -- 4.1 Semantic Matching -- 4.2 Disease Relatedness Detection -- 5 Workflow of the Proposed Method -- 6 Running Example -- 7 Conclusion and Future Work -- References -- Semantic Networks Modeling with Operand-Operator Structures in Association-Oriented Metamodel -- 1 Introduction -- 2 SKB Overview -- 3 Semantic Networks -- 3.1 Related Work -- 3.2 Key Features of ESNMSKB -- 4 Operand-Operator Constructions in ESNMSKB -- 4.1 Syntax and Semantics -- 4.2 Structure -- 4.3 Examples -- 5 Summary -- References -- Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Inform ... -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Manufacturing Planning Module in CIMIS -- 4 Inconsistency of Knowledge in Manufacturing Plans -- 5 Consensus of Manufacturing Plans -- 6 Discussion and Experiment Results -- 7 Conclusions -- References -- The Knowledge Increase Estimation Framework for Ontology Integration on the Relation Level -- 1 Introduction -- 2 Related Works -- 3 Basic Notions.
4 The Quantity of Knowledge on the Relations' Level of Ontologies -- 4.1 Overview of Integration Algorithms -- 4.2 Algorithms for Knowledge Increase Estimation -- 5 Uses Case Scenarios for Hierarchy and Relation Integration -- 5.1 Hierarchy Integration -- 5.2 Integration of Concepts' Relations -- 6 Future Works and Summary -- References -- Particle Swarm of Agents for Heterogenous Knowledge Integration -- 1 Introduction -- 2 Related Works -- 3 Particle Swarm Model of an Agent System -- 3.1 Division of Collective -- 3.2 Leader Selection -- 3.3 Inter-group Interaction -- 3.4 Diffusion of Knowledge in Groups -- 3.5 Leader Knowledge Integration -- 4 Experimental Evaluation -- 5 Conclusions -- References -- Design Proposal of the Corporate Knowledge Management System -- Abstract -- 1 Introduction -- 2 Conceptual Foundation -- 3 The Core Management System -- 3.1 Core Functions -- 3.2 Main Segments of the System -- 3.3 Information Architecture -- 4 Collaborative Knowledge Building -- 4.1 Extended Functions -- 4.2 Process of Knowledge Building -- 5 Conclusions and Discussion -- Acknowledgement -- References -- Dipolar Data Integration Through Univariate, Binary Classifiers -- Abstract -- 1 Introduction -- 2 Partially Structured Learning Sets and Dipoles -- 3 Transformation of Learning Sets by Separable Layers of Univariate Binary Classifiers -- 4 Optimized Strategy of Separable Layer Designing from Univariate Binary Classifiers -- 5 Data Integration by Separable Layer of Univariate Binary Classifiers -- 6 Concluding Remarks -- Acknowledgments -- References -- Intelligent Collective: The Role of Diversity and Collective Cardinality -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Intelligence of a Collective -- 4 Research Model -- 5 Experimental Results and Their Evaluation -- 5.1 Simulation Design. 5.2 The Impact of Diversity on the Intelligence of a Collective -- 5.3 Statistical Analysis -- 6 Conclusions and Future Works -- Acknowledgement -- References -- RuQAR: Querying OWL 2 RL Ontologies with Rule Engines and Relational Databases -- 1 Introduction and Motivation -- 2 Related Work -- 3 Ontology Translation Method -- 4 Mapping Ontology Predicates to Relational Data -- 5 Implementation and Experiments -- 6 Conclusions and Future Work -- References -- The Efficiency Analysis of the Multi-level Consensus Determination Method -- 1 Introduction -- 2 Related Works -- 3 Basic Notions -- 4 Multi-level Consesnsus Determination Approach -- 5 Experimental Evaluation of One- and Multi-level Binary Vector Integration -- 6 Future Works and Summary -- References -- Collective Intelligence Supporting Trading Decisions on FOREX Market -- Abstract -- 1 Introduction -- 2 Architecture and Functionalities of A-Trader -- 3 Building Trading Strategies -- 4 Research Experiment -- 5 Conclusions -- References -- Social Networks and Recommender Systems -- Testing the Acceptability of Social Support Agents in Online Communities -- 1 Introduction -- 2 Background -- 2.1 Related Work -- 2.2 Requirements Analysis -- 3 Support Agent -- 4 Pilot Study -- 4.1 Participants -- 4.2 Agent Variants -- 4.3 Design -- 4.4 Task and Procedure -- 4.5 Variables -- 5 Results -- 6 Discussion -- References -- Enhancing New User Cold-Start Based on Decision Trees Active Learning by Using Past Warm-Users Predictions -- 1 Introduction -- 2 Related Work -- 3 Contribution -- 3.1 Apply Warm Predictions to Decision Trees Algorithms -- 3.2 Complexity of the algorithm -- 4 Experimentation -- 5 Conclusions and Future Work -- References -- An Efficient Parallel Method for Performing Concurrent Operations on Social Networks -- 1 Introduction -- 2 Problem Formulation and Related Works. 2.1 Data and Operation Model -- 2.2 Related Works -- 3 Method for Performing Concurrent Operations -- 3.1 Organizing the Data Structure -- 3.2 Optimizing the Updating Operations -- 3.3 Optimizing the Query Processing -- 4 Experiments and Evaluation -- 5 Conclusion and Future Works -- References -- Simulating Collective Evacuations with Social Elements -- Abstract -- 1 Introduction -- 2 Related Work -- 3 IMPACT Model -- 4 Simulation Results -- 5 Discussion -- References -- Social Networks Based Framework for Recommending Touristic Locations -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Framework Design -- 3.2 Data Fetching -- 3.3 Data Analysis -- 3.4 Database Schema -- 3.5 Generate Recommendation -- 4 Prototyping -- 5 Evaluation -- 6 Conclusion and Perspectives -- References -- Social Network-Based Event Recommendation -- 1 Introduction -- 2 Related Works -- 3 The Event Recommendation Method -- 3.1 Detection Stage -- 3.2 Extraction Stage -- 3.3 Recommendation Score -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation -- 4.3 Results and Discussions -- 5 Conclusion and Future Work -- References -- Deep Neural Networks for Matching Online Social Networking Profiles -- 1 Introduction -- 2 Related Work -- 2.1 Personal Web Pages Deduplication -- 2.2 Social Networking Profiles Matching -- 3 Proposed Approach -- 4 Dataset and Features -- 4.1 Profiles Dataset -- 4.2 Profiles Features -- 5 Experiments -- 5.1 Unsupervised Clustering for Profile Matching -- 5.2 Binary Classification for Profile Matching -- 6 Results -- 7 Conclusions -- References -- Effect of Network Topology on Neighbourhood-Aided Collective Learning -- 1 Introduction -- 2 Neighbourhood-Aided Collective Learning -- 3 Experimental Setting -- 4 Characterizing the Influence of the Network Topology on the Learning Speed -- 4.1 Main Factors -- 4.2 Secondary Factors. 5 Importance of Hypotheses and Examples Propagation -- 6 Conclusion -- References -- A Generic Approach to Evaluate the Success of Online Communities -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Evaluation -- 3.1 Determinants of Success in Online Communities -- 3.2 First Evaluation Level -- 3.3 Second Evaluation Level -- 4 Approach Application on a Social Network-Based Community -- 4.1 First Evaluation Level -- 4.2 Second Evaluation Level -- 5 Conclusion -- References -- Considerations in Analyzing Ecological Dependent Populations in a Changing Environment -- 1 Introduction -- 2 Problem Description -- 3 Proposed Approaches -- 3.1 Movement Behavior -- 3.2 Reproduction Behavior -- 3.3 Feeding Behaviour -- 3.4 An Individual's Death -- 4 Visualising the Populations -- 5 Experimental Results and Statistical Tests -- 6 Conclusion and Future Work -- References -- Automatic Deduction of Learners' Profiling Rules Based on Behavioral Analysis -- Abstract -- 1 Introduction -- 2 Research Context and Related Works -- 3 Approach for an Automatic Deduction of Learner's Profiling Rules -- 3.1 The Collection Traces' Component -- 3.2 The Transformation of Log Files' Component -- 3.3 The Fusion of Log File and Learning Object's Metadata Component -- 3.4 The Extraction of Behavioral Indicators Component -- 3.5 Generation of Profiling Rules Component -- 3.6 Regulation of Learning Scenarios Component -- 4 Conclusions and Future Work -- References -- Predicting the Evolution of Scientific Output -- 1 Introduction -- 2 Taxonomy of Approaches -- 3 Challenges -- 4 Discussion and Future Research Directions -- References -- Data Mining Methods and Applications -- Enhanced Hybrid Component-Based Face Recognition -- 1 Introduction -- 2 Methods and Techniques -- 2.1 Preprocessing -- 2.2 Facial Components Detection -- 3 Face Recognition. 3.1 Representation of Features. |
| Record Nr. | UNINA-9910484645403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Collective Intelligence [[electronic resource] ] : 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, George A. Papadopoulos, Piotr Jędrzejowicz, Bogdan Trawiński, Gottfried Vossen
| Computational Collective Intelligence [[electronic resource] ] : 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, George A. Papadopoulos, Piotr Jędrzejowicz, Bogdan Trawiński, Gottfried Vossen |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXVIII, 592 p. 168 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Data mining Algorithms Computer organization Artificial Intelligence Information Systems Applications (incl. Internet) Data Mining and Knowledge Discovery Computer Appl. in Administrative Data Processing Algorithm Analysis and Problem Complexity Computer Systems Organization and Communication Networks |
| ISBN | 3-319-67074-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Knowledge Engineering and Semantic Web -- Mapping the Territory for a Knowledge-Based System -- Abstract -- 1 Role of Metaphors and Visuals for Design Science and PKM -- 2 Employing Metaphors and Maps in Knowledge Management -- 3 A Knowledge Map Visualizing Knowledge in Space and Time -- 3.1 Foraging Loop: Knowledge Identification, Acquisition, and Preservation -- 3.2 Sensemaking Loop: Knowledge Goals, Development, Diffusion, Use -- 3.3 PKMS Support Functions: Knowledge Measurement and Management -- 4 Conclusions and the Road Ahead -- References -- A Bidirectional-Based Spreading Activation Method for Human Diseases Relatedness Detection Using Disease Ontology -- 1 Introduction -- 2 Related Work -- 3 The Disease Ontology -- 4 Methodology -- 4.1 Semantic Matching -- 4.2 Disease Relatedness Detection -- 5 Workflow of the Proposed Method -- 6 Running Example -- 7 Conclusion and Future Work -- References -- Semantic Networks Modeling with Operand-Operator Structures in Association-Oriented Metamodel -- 1 Introduction -- 2 SKB Overview -- 3 Semantic Networks -- 3.1 Related Work -- 3.2 Key Features of ESNMSKB -- 4 Operand-Operator Constructions in ESNMSKB -- 4.1 Syntax and Semantics -- 4.2 Structure -- 4.3 Examples -- 5 Summary -- References -- Knowledge Integration in a Manufacturing Planning Module of a Cognitive Integrated Management Inform ... -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Manufacturing Planning Module in CIMIS -- 4 Inconsistency of Knowledge in Manufacturing Plans -- 5 Consensus of Manufacturing Plans -- 6 Discussion and Experiment Results -- 7 Conclusions -- References -- The Knowledge Increase Estimation Framework for Ontology Integration on the Relation Level -- 1 Introduction -- 2 Related Works -- 3 Basic Notions.
4 The Quantity of Knowledge on the Relations' Level of Ontologies -- 4.1 Overview of Integration Algorithms -- 4.2 Algorithms for Knowledge Increase Estimation -- 5 Uses Case Scenarios for Hierarchy and Relation Integration -- 5.1 Hierarchy Integration -- 5.2 Integration of Concepts' Relations -- 6 Future Works and Summary -- References -- Particle Swarm of Agents for Heterogenous Knowledge Integration -- 1 Introduction -- 2 Related Works -- 3 Particle Swarm Model of an Agent System -- 3.1 Division of Collective -- 3.2 Leader Selection -- 3.3 Inter-group Interaction -- 3.4 Diffusion of Knowledge in Groups -- 3.5 Leader Knowledge Integration -- 4 Experimental Evaluation -- 5 Conclusions -- References -- Design Proposal of the Corporate Knowledge Management System -- Abstract -- 1 Introduction -- 2 Conceptual Foundation -- 3 The Core Management System -- 3.1 Core Functions -- 3.2 Main Segments of the System -- 3.3 Information Architecture -- 4 Collaborative Knowledge Building -- 4.1 Extended Functions -- 4.2 Process of Knowledge Building -- 5 Conclusions and Discussion -- Acknowledgement -- References -- Dipolar Data Integration Through Univariate, Binary Classifiers -- Abstract -- 1 Introduction -- 2 Partially Structured Learning Sets and Dipoles -- 3 Transformation of Learning Sets by Separable Layers of Univariate Binary Classifiers -- 4 Optimized Strategy of Separable Layer Designing from Univariate Binary Classifiers -- 5 Data Integration by Separable Layer of Univariate Binary Classifiers -- 6 Concluding Remarks -- Acknowledgments -- References -- Intelligent Collective: The Role of Diversity and Collective Cardinality -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Intelligence of a Collective -- 4 Research Model -- 5 Experimental Results and Their Evaluation -- 5.1 Simulation Design. 5.2 The Impact of Diversity on the Intelligence of a Collective -- 5.3 Statistical Analysis -- 6 Conclusions and Future Works -- Acknowledgement -- References -- RuQAR: Querying OWL 2 RL Ontologies with Rule Engines and Relational Databases -- 1 Introduction and Motivation -- 2 Related Work -- 3 Ontology Translation Method -- 4 Mapping Ontology Predicates to Relational Data -- 5 Implementation and Experiments -- 6 Conclusions and Future Work -- References -- The Efficiency Analysis of the Multi-level Consensus Determination Method -- 1 Introduction -- 2 Related Works -- 3 Basic Notions -- 4 Multi-level Consesnsus Determination Approach -- 5 Experimental Evaluation of One- and Multi-level Binary Vector Integration -- 6 Future Works and Summary -- References -- Collective Intelligence Supporting Trading Decisions on FOREX Market -- Abstract -- 1 Introduction -- 2 Architecture and Functionalities of A-Trader -- 3 Building Trading Strategies -- 4 Research Experiment -- 5 Conclusions -- References -- Social Networks and Recommender Systems -- Testing the Acceptability of Social Support Agents in Online Communities -- 1 Introduction -- 2 Background -- 2.1 Related Work -- 2.2 Requirements Analysis -- 3 Support Agent -- 4 Pilot Study -- 4.1 Participants -- 4.2 Agent Variants -- 4.3 Design -- 4.4 Task and Procedure -- 4.5 Variables -- 5 Results -- 6 Discussion -- References -- Enhancing New User Cold-Start Based on Decision Trees Active Learning by Using Past Warm-Users Predictions -- 1 Introduction -- 2 Related Work -- 3 Contribution -- 3.1 Apply Warm Predictions to Decision Trees Algorithms -- 3.2 Complexity of the algorithm -- 4 Experimentation -- 5 Conclusions and Future Work -- References -- An Efficient Parallel Method for Performing Concurrent Operations on Social Networks -- 1 Introduction -- 2 Problem Formulation and Related Works. 2.1 Data and Operation Model -- 2.2 Related Works -- 3 Method for Performing Concurrent Operations -- 3.1 Organizing the Data Structure -- 3.2 Optimizing the Updating Operations -- 3.3 Optimizing the Query Processing -- 4 Experiments and Evaluation -- 5 Conclusion and Future Works -- References -- Simulating Collective Evacuations with Social Elements -- Abstract -- 1 Introduction -- 2 Related Work -- 3 IMPACT Model -- 4 Simulation Results -- 5 Discussion -- References -- Social Networks Based Framework for Recommending Touristic Locations -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Framework Design -- 3.2 Data Fetching -- 3.3 Data Analysis -- 3.4 Database Schema -- 3.5 Generate Recommendation -- 4 Prototyping -- 5 Evaluation -- 6 Conclusion and Perspectives -- References -- Social Network-Based Event Recommendation -- 1 Introduction -- 2 Related Works -- 3 The Event Recommendation Method -- 3.1 Detection Stage -- 3.2 Extraction Stage -- 3.3 Recommendation Score -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation -- 4.3 Results and Discussions -- 5 Conclusion and Future Work -- References -- Deep Neural Networks for Matching Online Social Networking Profiles -- 1 Introduction -- 2 Related Work -- 2.1 Personal Web Pages Deduplication -- 2.2 Social Networking Profiles Matching -- 3 Proposed Approach -- 4 Dataset and Features -- 4.1 Profiles Dataset -- 4.2 Profiles Features -- 5 Experiments -- 5.1 Unsupervised Clustering for Profile Matching -- 5.2 Binary Classification for Profile Matching -- 6 Results -- 7 Conclusions -- References -- Effect of Network Topology on Neighbourhood-Aided Collective Learning -- 1 Introduction -- 2 Neighbourhood-Aided Collective Learning -- 3 Experimental Setting -- 4 Characterizing the Influence of the Network Topology on the Learning Speed -- 4.1 Main Factors -- 4.2 Secondary Factors. 5 Importance of Hypotheses and Examples Propagation -- 6 Conclusion -- References -- A Generic Approach to Evaluate the Success of Online Communities -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Evaluation -- 3.1 Determinants of Success in Online Communities -- 3.2 First Evaluation Level -- 3.3 Second Evaluation Level -- 4 Approach Application on a Social Network-Based Community -- 4.1 First Evaluation Level -- 4.2 Second Evaluation Level -- 5 Conclusion -- References -- Considerations in Analyzing Ecological Dependent Populations in a Changing Environment -- 1 Introduction -- 2 Problem Description -- 3 Proposed Approaches -- 3.1 Movement Behavior -- 3.2 Reproduction Behavior -- 3.3 Feeding Behaviour -- 3.4 An Individual's Death -- 4 Visualising the Populations -- 5 Experimental Results and Statistical Tests -- 6 Conclusion and Future Work -- References -- Automatic Deduction of Learners' Profiling Rules Based on Behavioral Analysis -- Abstract -- 1 Introduction -- 2 Research Context and Related Works -- 3 Approach for an Automatic Deduction of Learner's Profiling Rules -- 3.1 The Collection Traces' Component -- 3.2 The Transformation of Log Files' Component -- 3.3 The Fusion of Log File and Learning Object's Metadata Component -- 3.4 The Extraction of Behavioral Indicators Component -- 3.5 Generation of Profiling Rules Component -- 3.6 Regulation of Learning Scenarios Component -- 4 Conclusions and Future Work -- References -- Predicting the Evolution of Scientific Output -- 1 Introduction -- 2 Taxonomy of Approaches -- 3 Challenges -- 4 Discussion and Future Research Directions -- References -- Data Mining Methods and Applications -- Enhanced Hybrid Component-Based Face Recognition -- 1 Introduction -- 2 Methods and Techniques -- 2.1 Preprocessing -- 2.2 Facial Components Detection -- 3 Face Recognition. 3.1 Representation of Features. |
| Record Nr. | UNISA-996466264803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
