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Mobility patterns, big data and transport analytics : tools and applications for modeling / / edited by Constantinos Antoniou, Loukas Dimitriou, Francisco Pereira
| Mobility patterns, big data and transport analytics : tools and applications for modeling / / edited by Constantinos Antoniou, Loukas Dimitriou, Francisco Pereira |
| Pubbl/distr/stampa | Amsterdam, Netherlands : , : Elsevier, , [2019] |
| Descrizione fisica | 1 online resource (454 pages) |
| Disciplina | 388.4 |
| Soggetto topico |
Enginyeria del trànsit
Transport urbà Dades massives Urban transportation Urban transportation - Simulation methods Traffic engineering |
| ISBN | 0-12-812971-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: ; 1. Big Data and Transport Analytics: An Introduction / Francisco Camara Pereira -- ; 1. Introduction -- ; 2. Book Structure -- Special Acknowledgments -- References -- Further Reading -- ; pt. I Methodological -- ; 2. Machine Learning Fundamentals / Stanislav S. Borysov -- ; 1. Introduction -- ; 2. A Little Bit of History -- ; 3. Deep Neural Networks and Optimization -- ; 4. Bayesian Models -- ; 5. Basics of Machine Learning Experiments -- ; 6. Concluding Remarks -- References -- Further Reading -- ; 3. Using Semantic Signatures for Social Sensing in Urban Environments / Song Gao -- ; 1. Introduction -- ; 2. Spatial Signatures -- ; 2.1. Spatial Point Pattern -- ; 2.2. Spatial Autocorrelations -- ; 2.3. Spatial Interactions With Other Geographic features -- ; 2.4. Place-Based Statistics -- ; 3. Temporal Signatures -- ; 4. Thematic Signatures -- ; 5. Examples -- ; 5.1. Comparing Place Types -- ; 5.2. Coreference Resolution Across Gazetteers -- ; 5.3. Ceoprivacy -- ; 5.4. Temporally Enhanced Geolocation -- ; 5.5. Regional Variation -- ; 5.6. Extraction of Urban Functional Regions -- ; 6. Summary -- References -- ; 4. Geographic Space as a Living Structure for Predicting Human Activities Using Big Data / Zheng Ren -- ; 1. Introduction -- ; 2. Living Structure and the Topological Representation -- ; 3. Data and Data Processing -- ; 4. Prediction of Tweet Locations Through Living Structure -- ; 4.1. Correlations at the Scale of Thiessen Polygons -- ; 4.2. Correlations at the Scale of Natural Cities -- ; 4.3. Degrees of Wholeness or Life or Beauty -- ; 5. Implications on the Topological Representation and Living Structure -- ; 6. Conclusion -- Acknowledgments -- References -- ; 5. Data Preparation / Francisco Camara Pereira -- ; 1. Introduction -- ; 2. Tools and Techniques -- ; 2.1. Scripting and Statistical Analysis Software -- ; 2.2. Database Management Software -- ; 2.3. Working With Web Data -- ; 3. Probe Vehicle Traffic Data -- ; 3.1. Formats and Protocols -- ; 3.2. Data Characteristics -- ; 3.3. Challenges -- ; 3.4. Data Preparation and Quality Control -- ; 4. Context Data -- ; 4.1. The Role of Context Data -- ; 4.2. Types of Context Data -- ; 4.3. Formats and Data Collection -- ; 4.4. Data Cleaning and Preparation -- References -- ; 6. Data Science and Data Visualization / Constantinos Antoniou -- ; 1. Introduction -- ; 2. Structured Visualization -- ; 3. Multidimensional Data Visualization Techniques -- ; 3.1. Parallel Coordinates -- ; 3.2. Multidimensional Scaling (MDS) -- ; 3.3. t-Distributed Stochastic Neighbor Embedding for High-Dimensional Data Sets (t-SNE) -- ; 4. Case Studies -- ; 4.1. Experimental Setup -- ; 4.2. Car Characteristics Data Set -- ; 4.3. Congestion on 195 -- ; 4.4. Dimensionality Reduction on NYC Taxi Flows -- ; 4.5. Dimensionality Reduction on the NYC Turnstile Data Set -- ; 5. Conclusions -- References -- Further Reading -- ; 7. Model-Based Machine Learning for Transportation / Francisco Camara Pereira -- ; 1. Introduction -- ; 1.1. Background Concepts -- ; 1.2. Notation -- ; 2. Case Study 1: Taxi Demand in New York City -- ; 2.1. Initial Probabilistic Model: Linear Regression -- ; 2.2. Key Components of MBML -- ; 2.3. Inference -- ; 2.4. Model Improvements -- ; 3. Case Study 2: Travel Mode Choices -- ; 3.1. Improvement: Hierarchical Modeling -- ; 4. Case Study 3: Freeway Occupancy in San Francisco -- ; 4.1. Autoregressive Model -- ; 4.2. State-Space Model -- ; 4.3. Linear Dynamical Systems -- ; 4.4. Common Enhancements to LDS -- ; 4.5. NonLinear Variations on LDS -- ; 5. Case Study 4: Incident Duration Prediction -- ; 5.1. Preprocessing -- ; 5.2. Bag-of-Words Encoding -- ; 5.3. Latent Dirichlet Allocation -- ; 6. Summary -- ; 6.1. Further Reading -- References -- ; 8. Textual Data in Transportation Research: Techniques and Opportunities / Werner Rothengatter -- ; 1. Introduction -- ; 2. Big Textual Data, Text Sources, and Text Mining -- ; 2.1. Meaning of Text in the Context of Computational Linguistics -- ; 2.2. Text Mining -- ; 2.3. Text Mining Process Model -- ; 2.4. Textual Data Sources in Transportation -- ; 3. Fundamental Concepts and Techniques in Literature -- ; 3.1. Topic Modeling -- ; 3.2. Word2Vec -- Text Embeddings With Deep Learning -- ; 4. Application Examples of Big Textual Data in Transportation -- ; 4.1. Developing Transportation and Logistics Performance Classifiers Using NLTK and Naive Bayes -- ; 4.2. Understanding the Public Opinion Toward Driverless Cars With Topic Modeling -- ; 4.3. Predicting Taxi Demand in Special Events With Text Embeddings and Deep Learning -- ; 5. Conclusions -- References -- Further Reading -- ; pt. II Applications -- ; 9. Statewide Comparison of Origin-Destination Matrices Between California Travel Model and Twitter / Konstadinos G. Goulias -- ; 1. Introduction -- ; 2. California Statewide Travel Demand Model -- ; 3. Twitter Data -- ; 4. Trip Extraction Methods -- ; 5. Models for Matrix Conversion -- ; 5.1. Tobit Regression Model -- ; 5.2. Latent Class Regression Model -- ; 6. Summary and Conclusion -- References -- ; 10. Transit Data Analytics for Planning, Monitoring, Control, and Information / Yiwen Zhu -- ; 1. Introduction -- ; 2. Measuring System Performance From the Passenger's Point of View -- ; 2.1. The Individual Reliability Buffer Time (IRBT) -- ; 2.2. Denied Boarding -- ; 3. Decision Support With Predictive Analytics -- ; 3.1. Framework -- ; 3.2. Application: Provision of Crowding Predictive Information -- ; 4. Optimal Design of Transit Demand Management Strategies -- ; 4.1. Framework and Problem Formulation -- ; 4.2. Application: Prepeak Discount Design -- ; 5. Conclusion -- Acknowledgments -- References -- Further Reading -- ; 11. Data-Driven Traffic Simulation Models: Mobility Patterns Using Machine Learning Techniques / Haris N. Koutsopoulos -- ; 1. New Modeling Challenges and Data Opportunities -- ; 1.1. New Modeling Requirements -- ; 1.2. New Data Sources -- ; 1.3. Future Challenges -- ; 2. Background -- ; 3. Data-Driven Traffic Performance Modeling: Overall Framework -- ; 3.1. Modeling Approach -- ; 3.2. Model Components -- ; 4. Application to Mesoscopic Modeling -- ; 4.1. Data and Experimental Design -- ; 4.2. Case Study Setup -- ; 4.3. Application and Results -- ; 5. Application to Microscopic Traffic Modeling -- ; 5.1. Data and Experimental Design -- ; 5.2. Case Study Setup -- ; 5.3. Application and Results -- ; 6. Application to Weak Lane Discipline Modeling -- ; 6.1. Data and Experimental Design -- ; 6.2. Case Study Setup -- ; 6.3. Application and Results -- ; 7. Network-Wide Application -- ; 7.1. Implementation Aspects -- ; 7.2. Case Study Setup -- ; 7.3. Results -- ; 8. Conclusions -- Acknowledgments -- References -- ; 12. Big Data and Road Safety: A Comprehensive Review / Mohamed Abdel-Aty -- ; 1. Introduction -- ; 2. The Role of Big Data in Traffic Safety Analysis -- ; 2.1. Real-Time Crash Prediction -- ; 2.2. Driving Behavior -- ; 3. ADAS and Autonomous Vehicles (AVs) -- ; 4. Conclusions -- References -- ; 13. A Back-Engineering Approach to Explore Human Mobility Patterns Across Megacities Using Online Traffic Maps / Loukas Dimitriou -- ; 1. Introduction -- ; 2. Data and Traffic Information Extraction Methods -- ; 2.1. Cities Characteristics -- ; 2.2. Data Gathering and Preprocessing -- ; 2.3. Extracting Traffic Information by Image Processing -- ; 3. Temporal and Spatiotemporal Mobility Patterns -- ; 3.1. Temporal Patterns -- ; 3.2. Spatiotemporal Patterns -- ; 4. Dynamic Clustering and Propagation of Congestion -- ; 5. Conclusions -- References -- ; 14. Pavement Patch Defects Detection and Classification Using Smartphones, Vibration Signals and Video Images / George Hadjidemetriou -- ; 1. Introduction -- ; 2. Brief Literature Review -- ; 2.1. Vibration-Based Methods -- ; 2.2. Vision-Based Methods -- ; 3. Methodology -- ; 3.1. Anomaly Detection Using ANNs and Timeseries Analysis of Vibration Signals -- ; 3.2. Anomaly Detection Using Entropic-Filter Image Segmentation -- ; 3.3. Patch Detection and Measurement Using Support Vector Machines (SVM) -- ; 4. Conclusions -- References -- ; 15. Collaborative Positioning for Urban Intelligent Transportation Systems (ITS) and Personal Mobility (PM): Challenges and Perspectives / Allison Kealy -- ; 1. Introduction -- ; 2. C-ITS in Support of the Smart Cities Concept -- ; 2.1. Scientific and Policy Perspectives of Urban C-ITS -- ; 2.2. Taxonomy of Urban C-ITS Applications -- ; 3. User Requirements for Urban C-ITS -- ; 3.1. Requirements Overview -- ; 3.2. Positioning Requirements and Parameters Definition -- ; 4. Positioning Technologies for Urban ITS -- ; 4.1. Radio Frequency-Based (RF) Technologies -- ; 4.2. MEMS-Based Inertial Navigation -- ; 4.3. Optical Technologies -- ; 5. Measuring Types and Positioning Techniques -- ; 5.1. Absolute Positioning Techniques -- ; 5.2. Relative and Hybrid Positioning Techniques -- ; 6. CP for C-ITS -- ; 6.1. From Single Sens 0 Urban transportation Mathematical models. |
| Record Nr. | UNINA-9910583377803321 |
| Amsterdam, Netherlands : , : Elsevier, , [2019] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Progress in Artificial Intelligence [[electronic resource] ] : 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings / / edited by Francisco Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso
| Progress in Artificial Intelligence [[electronic resource] ] : 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings / / edited by Francisco Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 811 p. 213 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Computer simulation Optical data processing Data mining Database management Artificial Intelligence Information Systems Applications (incl. Internet) Simulation and Modeling Computer Imaging, Vision, Pattern Recognition and Graphics Data Mining and Knowledge Discovery Database Management |
| ISBN | 3-319-23485-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Ambient Intelligence and Affective Environments -- Defining Agents' Behaviour for Negotiation Contexts -- Improving User Privacy and the Accuracy of User Identification in Behavioral Biometrics -- Including Emotion in Learning Process -- Ambient Intelligence: Experiments on Sustainability Awareness -- Artificial Intelligence in Medicine Reasoning with Uncertainty in Biomedical Models -- Smart environments and context-awareness for lifestyle management in a healthy active ageing framework -- Gradient: A User-Centric Lightweight Smartphone-Based Standalone Pervasive Fall Detection System -- Towards diet management with automatic reasoning and persuasive natural language generation -- Predicting within-24h visualization of hospital clinical reports using Bayesian networks -- On the Efficient Allocation of Diagnostic Activities in Modern Imaging Departments -- Ontology Based Information Gathering System for Patients with Chronic Diseases: Lifestyle Questionnaire Design -- Predicting Preterm Birth in Maternity Care by means of Data Mining -- Characterizing Barotrauma Patients in ICU { Clustering Data Mining using ventilator variables -- Clinical Decision Support for Active and Healthy Ageing: an intelligent monitoring approach of daily living activities -- Discovering Interesting Trends in Real Medical Data: A study in Diabetic Retinopathy -- Artificial Intelligence in Transportation Systems -- A Column Generation Based Heuristic for a Bus Driver Roistering Problem -- A Conceptual MAS Model for Real-time Traffic Control -- Prediction of Journey Destination in Urban Public Transport -- Demand Modelling for Responsive Transport Systems Using Digital Footprints -- Artificial Life and Evolutionary Algorithms -- A Case Study on the Scalability of Online Evolution of Robotic Controllers -- Spatial Complexity Measure for Characterising Cellular Automata Generated 2D Patterns -- Electricity Demand Modelling with Genetic Programming -- The Optimization Ability of Evolved Strategies -- Evolution of a Metaheuristic for Aggregating Wisdom from Artificial Crowds -- The influence of topology in coordinating collective decision-making in bio-hybrid societies -- A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints -- Multiobjective Firefly Algorithm for Variable Selection in Multivariate Calibration -- Semantic Learning Machine: A Feed forward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming -- Eager Random Search for Deferential Evolution in Continuous Optimization -- Learning from Play: Facilitating character design through genetic programming and human mimicry -- Memetic Algorithm for Solving The 0-1 Multidimensional Knapsack Problem -- Synthesis of In-place Iterative Sorting Algorithms using GP: A Comparison Between STGP, SFGP, G3P and GE -- Computational Methods in Bioinformatics and Systems Biology Variable elimination approaches for data-noise reduction in 3D QSAR Calculations -- Pattern-based Biclustering with Constraints for Gene Expression Data Analysis -- A Critical Evaluation of Methods for the Reconstruction of Tissue-Specific Models -- Fuzzy Clustering for Incomplete Short Time Series Data -- General Artificial Intelligence -- Allowing Cyclic Dependencies in Modular Logic Programming -- Probabilistic Constraint Programming for Parameters Optimisation of Generative Models -- Reasoning over Ontologies and Non-monotonic Rules -- On the cognitive surprise in risk management: an analysis of the Value-at-Risk (VaR) historical -- Logic Programming Applied to Machine Ethics -- Intelligent Information Systems -- Are Collaborative Filtering Methods Suitable for Student Performance Prediction? -- Intelligent Robotics -- A New Approach for Dynamic Strategic Positioning in RoboCup Middle-Size League -- Intelligent Wheelchair Driving: Bridging the Gap between Virtual and Real Intelligent Wheelchairs -- A Skill-based Architecture for Pick & Place Manipulation Tasks -- Adaptive Behavior of a Biped Robot using Dynamic Movement Primitives -- Probabilistic Constraints for Robot Localization -- Detecting Motion Patterns in Dense Flow Fields: Euclidean versus Polar Space -- Swarm Robotics Obstacle Avoidance: A Progressive Minimal Criteria Novelty Search-based Approach -- Knowledge Discovery and Business Intelligence -- An Experimental Study on Predictive Models using Hierarchical Time Series -- Crime prediction using regression and resources optimization -- Distance-based decision tree algorithms for Label Ranking -- A Proactive Intelligent Decision Support System for Predicting the Popularity of Online News -- Periodic Episode Discovery over Event Streams -- Forecasting the Correct Trading Actions -- CTCHAID: extending the application of the consolidation methodology -- Towards Interactive Visualization of Time Series Data to Support Knowledge Discovery -- Ramex-Forum: Sequential Patterns of Prices in the Petroleum Production Chain -- Geocoding Textual Documents Through a Hierarchy of Linear Classifiers -- A Domain-Specific Language for ETL Patterns Specification in Data -- Warehousing Systems -- Optimized Multi-Resolution Indexing and Retrieval Scheme of Time Series -- Multi-Agent Systems: Theory and Applications -- Minimal Change in Evolving Multi-Context Systems -- Bringing Constitutive Dynamics to Situated Artificial Institutions -- Checking WECTLK Properties of Timed Real-Weighted Interpreted Systems via SMT-based Bounded Model Checking -- SMT-based Bounded Model Checking for Weighted Epistemic ECTL -- Dynamic Selection of Learning Objects Based on SCORM Communication -- Sound visualization through a swarm of fireflies -- Ana Rodrigues, Amlcar Cardoso, Penousal Machado and Pedro Martins Social Simulation and Modelling -- Analysing the Influence of the Cultural Aspect in the Self-regulation of Social Exchanges in MAS Societies: an evolutionary game-based approach -- Modelling Agents' Perception: Issues & Challenges in Multi-Agents Based Systems -- Agent-Based Modelling for a resource management problem in a Role-Playing Game -- An Agent-Based MicMac model for forecasting of the Portuguese Population -- Text Mining and Applications -- Multilingual Open Information Extraction -- Classification and Selection of Translation Candidates for Parallel corpora Alignment -- A SMS Information Extraction Architecture to Face Emergency Situations -- Cross-lingual Word Sense Clustering for Sense Disambiguation -- Towards the Improvement of a Topic Model with Semantic Knowledge -- RAPPORT { A Portuguese Question-Answering System -- Automatic Distinction of Fernando Pessoas' Heteronyms -- Social Impact - identifying quotes of literary works in social networks -- Fractal Beauty in Text -- How does irony affect Sentiment Analysis Tools?. |
| Record Nr. | UNISA-996200359903316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Progress in Artificial Intelligence : 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings / / edited by Francisco Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso
| Progress in Artificial Intelligence : 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings / / edited by Francisco Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 811 p. 213 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Application software Computer simulation Optical data processing Data mining Database management Artificial Intelligence Information Systems Applications (incl. Internet) Simulation and Modeling Computer Imaging, Vision, Pattern Recognition and Graphics Data Mining and Knowledge Discovery Database Management |
| ISBN | 3-319-23485-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Ambient Intelligence and Affective Environments -- Defining Agents' Behaviour for Negotiation Contexts -- Improving User Privacy and the Accuracy of User Identification in Behavioral Biometrics -- Including Emotion in Learning Process -- Ambient Intelligence: Experiments on Sustainability Awareness -- Artificial Intelligence in Medicine Reasoning with Uncertainty in Biomedical Models -- Smart environments and context-awareness for lifestyle management in a healthy active ageing framework -- Gradient: A User-Centric Lightweight Smartphone-Based Standalone Pervasive Fall Detection System -- Towards diet management with automatic reasoning and persuasive natural language generation -- Predicting within-24h visualization of hospital clinical reports using Bayesian networks -- On the Efficient Allocation of Diagnostic Activities in Modern Imaging Departments -- Ontology Based Information Gathering System for Patients with Chronic Diseases: Lifestyle Questionnaire Design -- Predicting Preterm Birth in Maternity Care by means of Data Mining -- Characterizing Barotrauma Patients in ICU { Clustering Data Mining using ventilator variables -- Clinical Decision Support for Active and Healthy Ageing: an intelligent monitoring approach of daily living activities -- Discovering Interesting Trends in Real Medical Data: A study in Diabetic Retinopathy -- Artificial Intelligence in Transportation Systems -- A Column Generation Based Heuristic for a Bus Driver Roistering Problem -- A Conceptual MAS Model for Real-time Traffic Control -- Prediction of Journey Destination in Urban Public Transport -- Demand Modelling for Responsive Transport Systems Using Digital Footprints -- Artificial Life and Evolutionary Algorithms -- A Case Study on the Scalability of Online Evolution of Robotic Controllers -- Spatial Complexity Measure for Characterising Cellular Automata Generated 2D Patterns -- Electricity Demand Modelling with Genetic Programming -- The Optimization Ability of Evolved Strategies -- Evolution of a Metaheuristic for Aggregating Wisdom from Artificial Crowds -- The influence of topology in coordinating collective decision-making in bio-hybrid societies -- A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints -- Multiobjective Firefly Algorithm for Variable Selection in Multivariate Calibration -- Semantic Learning Machine: A Feed forward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming -- Eager Random Search for Deferential Evolution in Continuous Optimization -- Learning from Play: Facilitating character design through genetic programming and human mimicry -- Memetic Algorithm for Solving The 0-1 Multidimensional Knapsack Problem -- Synthesis of In-place Iterative Sorting Algorithms using GP: A Comparison Between STGP, SFGP, G3P and GE -- Computational Methods in Bioinformatics and Systems Biology Variable elimination approaches for data-noise reduction in 3D QSAR Calculations -- Pattern-based Biclustering with Constraints for Gene Expression Data Analysis -- A Critical Evaluation of Methods for the Reconstruction of Tissue-Specific Models -- Fuzzy Clustering for Incomplete Short Time Series Data -- General Artificial Intelligence -- Allowing Cyclic Dependencies in Modular Logic Programming -- Probabilistic Constraint Programming for Parameters Optimisation of Generative Models -- Reasoning over Ontologies and Non-monotonic Rules -- On the cognitive surprise in risk management: an analysis of the Value-at-Risk (VaR) historical -- Logic Programming Applied to Machine Ethics -- Intelligent Information Systems -- Are Collaborative Filtering Methods Suitable for Student Performance Prediction? -- Intelligent Robotics -- A New Approach for Dynamic Strategic Positioning in RoboCup Middle-Size League -- Intelligent Wheelchair Driving: Bridging the Gap between Virtual and Real Intelligent Wheelchairs -- A Skill-based Architecture for Pick & Place Manipulation Tasks -- Adaptive Behavior of a Biped Robot using Dynamic Movement Primitives -- Probabilistic Constraints for Robot Localization -- Detecting Motion Patterns in Dense Flow Fields: Euclidean versus Polar Space -- Swarm Robotics Obstacle Avoidance: A Progressive Minimal Criteria Novelty Search-based Approach -- Knowledge Discovery and Business Intelligence -- An Experimental Study on Predictive Models using Hierarchical Time Series -- Crime prediction using regression and resources optimization -- Distance-based decision tree algorithms for Label Ranking -- A Proactive Intelligent Decision Support System for Predicting the Popularity of Online News -- Periodic Episode Discovery over Event Streams -- Forecasting the Correct Trading Actions -- CTCHAID: extending the application of the consolidation methodology -- Towards Interactive Visualization of Time Series Data to Support Knowledge Discovery -- Ramex-Forum: Sequential Patterns of Prices in the Petroleum Production Chain -- Geocoding Textual Documents Through a Hierarchy of Linear Classifiers -- A Domain-Specific Language for ETL Patterns Specification in Data -- Warehousing Systems -- Optimized Multi-Resolution Indexing and Retrieval Scheme of Time Series -- Multi-Agent Systems: Theory and Applications -- Minimal Change in Evolving Multi-Context Systems -- Bringing Constitutive Dynamics to Situated Artificial Institutions -- Checking WECTLK Properties of Timed Real-Weighted Interpreted Systems via SMT-based Bounded Model Checking -- SMT-based Bounded Model Checking for Weighted Epistemic ECTL -- Dynamic Selection of Learning Objects Based on SCORM Communication -- Sound visualization through a swarm of fireflies -- Ana Rodrigues, Amlcar Cardoso, Penousal Machado and Pedro Martins Social Simulation and Modelling -- Analysing the Influence of the Cultural Aspect in the Self-regulation of Social Exchanges in MAS Societies: an evolutionary game-based approach -- Modelling Agents' Perception: Issues & Challenges in Multi-Agents Based Systems -- Agent-Based Modelling for a resource management problem in a Role-Playing Game -- An Agent-Based MicMac model for forecasting of the Portuguese Population -- Text Mining and Applications -- Multilingual Open Information Extraction -- Classification and Selection of Translation Candidates for Parallel corpora Alignment -- A SMS Information Extraction Architecture to Face Emergency Situations -- Cross-lingual Word Sense Clustering for Sense Disambiguation -- Towards the Improvement of a Topic Model with Semantic Knowledge -- RAPPORT { A Portuguese Question-Answering System -- Automatic Distinction of Fernando Pessoas' Heteronyms -- Social Impact - identifying quotes of literary works in social networks -- Fractal Beauty in Text -- How does irony affect Sentiment Analysis Tools?. |
| Record Nr. | UNINA-9910484367403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||