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The Atlas of Health Inequalities in Japan / / edited by Tomoki Nakaya, Yuri Ito
| The Atlas of Health Inequalities in Japan / / edited by Tomoki Nakaya, Yuri Ito |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XXIX, 343 p. 336 illus., 335 illus. in color.) |
| Disciplina |
614.42
614.4252 |
| Collana | Global Perspectives on Health Geography |
| Soggetto topico |
Medical geography
Health informatics Geographical information systems Health economics Medical care Public health Medical Geography Health Informatics Geographical Information Systems/Cartography Health Economics Health Services Research |
| ISBN | 3-030-22707-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1 -- Introduction. Chapter 2 -- The shape of Japan: methods and data. Chapter 3 -- Death across life courses. Chapter 4 -- Cancer deaths. Chapter 5 -- Deaths from cerebrovascular and cardiovascular diseases. Chapter 6 -- Other major causes of death. Chapter 7 -- Synthesis. |
| Record Nr. | UNINA-9910366628203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Augmented Environments for Computer-Assisted Interventions [[electronic resource] ] : 7th International Workshop, AE-CAI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers / / edited by Cristian A Linte, Elvis C S Chen, Marie-Odile Berger, John T Moore, David Holmes III
| Augmented Environments for Computer-Assisted Interventions [[electronic resource] ] : 7th International Workshop, AE-CAI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers / / edited by Cristian A Linte, Elvis C S Chen, Marie-Odile Berger, John T Moore, David Holmes III |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XII, 179 p. 120 illus.) |
| Disciplina | 617.00785 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Health informatics Application software Computer graphics Artificial intelligence Computer science Image Processing and Computer Vision Health Informatics Computer Applications Computer Graphics Artificial Intelligence Computer Science, general |
| Soggetto genere / forma |
Kongress2012.Nizza
Conference proceedings. |
| ISBN | 3-642-38085-9 |
| Classificazione |
DAT 758f
MED 230f MED 385f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The Patient Comes First: The Perfect Surrogate -- Time to Go Augmented in Vascular Interventional Neuroradiology? -- Endoscopic Image Overlay for the Targeting of Hidden Anatomy in Laparoscopic Visceral Surgery -- Modeling of Radiofrequency Ablation Lesions for Image-Guided Arrhythmia Therapy: A Preliminary ex vivo Demonstration -- Visualization of Organ Motion during Breathing from 4D Datasets -- The Colored X-Rays -- Use of a Mixed-Reality System to Improve the Planning of Brain Tumour Resections: Preliminary Results -- Development of New Augmented Reality Function Using Intraperitoneal Multi-view Camera -- Hand-Held Force Magnifier for Surgical Instruments: Evolution toward a Clinical Device -- A Simulator for Designing Control Schemes for a Teleoperated Flexible Robotic System -- Traceable Particle Swarm Optimization for Electromagnetically Navigated Bronchoscopy -- Augmented 3-D View for Laparoscopy Surgery -- Generation of Synthetic 4D Cardiac CT Images by Deformation from Cardiac Ultrasound -- Interactive OCT Annotation and Visualization for Vitreoretinal Surgery -- Real-Time Feature Matching for the Accurate Recovery of Augmented-Reality Display in Laparoscopic Videos -- Automated Detection of Mediastinal Lymph Nodes for Assistance of Transbronchial Needle Aspiration. |
| Record Nr. | UNISA-996466174503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Augmented Environments for Computer-Assisted Interventions : 7th International Workshop, AE-CAI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers / / edited by Cristian A Linte, Elvis C S Chen, Marie-Odile Berger, John T Moore, David Holmes III
| Augmented Environments for Computer-Assisted Interventions : 7th International Workshop, AE-CAI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers / / edited by Cristian A Linte, Elvis C S Chen, Marie-Odile Berger, John T Moore, David Holmes III |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XII, 179 p. 120 illus.) |
| Disciplina | 617.00785 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Health informatics Application software Computer graphics Artificial intelligence Computer science Image Processing and Computer Vision Health Informatics Computer Applications Computer Graphics Artificial Intelligence Computer Science, general |
| Soggetto genere / forma |
Kongress2012.Nizza
Conference proceedings. |
| ISBN | 3-642-38085-9 |
| Classificazione |
DAT 758f
MED 230f MED 385f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The Patient Comes First: The Perfect Surrogate -- Time to Go Augmented in Vascular Interventional Neuroradiology? -- Endoscopic Image Overlay for the Targeting of Hidden Anatomy in Laparoscopic Visceral Surgery -- Modeling of Radiofrequency Ablation Lesions for Image-Guided Arrhythmia Therapy: A Preliminary ex vivo Demonstration -- Visualization of Organ Motion during Breathing from 4D Datasets -- The Colored X-Rays -- Use of a Mixed-Reality System to Improve the Planning of Brain Tumour Resections: Preliminary Results -- Development of New Augmented Reality Function Using Intraperitoneal Multi-view Camera -- Hand-Held Force Magnifier for Surgical Instruments: Evolution toward a Clinical Device -- A Simulator for Designing Control Schemes for a Teleoperated Flexible Robotic System -- Traceable Particle Swarm Optimization for Electromagnetically Navigated Bronchoscopy -- Augmented 3-D View for Laparoscopy Surgery -- Generation of Synthetic 4D Cardiac CT Images by Deformation from Cardiac Ultrasound -- Interactive OCT Annotation and Visualization for Vitreoretinal Surgery -- Real-Time Feature Matching for the Accurate Recovery of Augmented-Reality Display in Laparoscopic Videos -- Automated Detection of Mediastinal Lymph Nodes for Assistance of Transbronchial Needle Aspiration. |
| Record Nr. | UNINA-9910483983203321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Augmented Reality Games II : The Gamification of Education, Medicine and Art / / edited by Vladimir Geroimenko
| Augmented Reality Games II : The Gamification of Education, Medicine and Art / / edited by Vladimir Geroimenko |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (314 pages) : illustrations |
| Disciplina | 006.8 |
| Soggetto topico |
User interfaces (Computer systems)
Computer games—Programming Education—Data processing Health informatics User Interfaces and Human Computer Interaction Game Development Computers and Education Health Informatics |
| ISBN | 3-030-15620-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Augmented Reality Games in Education -- Augmented Reality Games in Medicine and Healthcare -- Augmented Reality Games in Art. |
| Record Nr. | UNINA-9910337569603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Automated Reasoning for Systems Biology and Medicine / / edited by Pietro Liò, Paolo Zuliani
| Automated Reasoning for Systems Biology and Medicine / / edited by Pietro Liò, Paolo Zuliani |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (471 pages) |
| Disciplina | 570.285 |
| Collana | Computational Biology |
| Soggetto topico |
Bioinformatics
Systems biology Artificial intelligence Health informatics Pattern recognition Computational Biology/Bioinformatics Systems Biology Artificial Intelligence Health Informatics Pattern Recognition |
| ISBN | 3-030-17297-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Model Checking -- Chapter 1. Model Checking Approach to the Analysis of Biological Systems -- Chapter2. Automated Reasoning for the Synthesis and Analysis of Biological Programs -- Chapter 3. Statistical Model Checking based Analysis Techniques of Biological Networks -- Chapter 4. Models, Devices, Properties and Verification for the Artificial Pancreas -- Chapter 5. Using State Space Exploration to Determine How Gene Regulatory Networks Constrain Mutation Order in Cancer Evolution -- Part II: Formal Methods and Logic -- Chapter 6. Set-based Analysis for Biological Modelling -- Chapter 7. Logic and Linear Programs to Understand Cancer Response -- Chapter 8. Logic-Based Formalization of System Requirements for Integrated Clinical Environments -- Chapter 9. Balancing prescriptions with Constraint Solvers -- Chapter 10. Metastable Regimes and Tipping Points of Biochemical Networks with Potential Applications in Precision Medicine -- Part III: Stochastic Modelling and Analysis.-Chapter 11. Stochastic Spatial Modelling of the Remyelination Process in Multiple Sclerosis Lesions -- Chapter 12. Approximation Techniques for Stochastic Analysis of Biological Systems -- Chapter 13. A Graphical Approach for the Hybrid Modelling of Intracellular Calcium Dynamics Based on Coloured Hybrid Petri Nets -- Chapter 14. Methods for Personalised Delivery Rate Computation for IV Administered Anesthetic Propofol -- Part IV: Machine Learning and Artificial Intelligence -- Chapter 15. Towards the Integration of Metabolic Network Modelling and Machine Learning for the Routine Analysis of High-Throughput Patient Data -- Chapter 16. Opportunities and Challenges in Applying Artificial Intelligence to Bioengineering -- Chapter 17. Deep Learning with Convolutional Neural Networks for Histopathology Image Analysis. |
| Record Nr. | UNINA-9910337843703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Automatic Speech Signal Analysis for Clinical Diagnosis and Assessment of Speech Disorders [[electronic resource] /] / by Ladan Baghai-Ravary, Steve W. Beet
| Automatic Speech Signal Analysis for Clinical Diagnosis and Assessment of Speech Disorders [[electronic resource] /] / by Ladan Baghai-Ravary, Steve W. Beet |
| Autore | Baghai-Ravary Ladan |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (73 p.) |
| Disciplina | 616.8550754 |
| Collana | SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning |
| Soggetto topico |
Signal processing
Image processing Speech processing systems Health informatics Signal, Image and Speech Processing Health Informatics |
| ISBN |
1-283-62432-X
9786613936776 1-4614-4574-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Speech Production and Perception -- Acoustic Effects of Speech Impairment -- Technology and Implementation -- Established Methods -- Novel Approaches -- The Future. |
| Record Nr. | UNINA-9910438052603321 |
Baghai-Ravary Ladan
|
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| New York, NY : , : Springer New York : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Availability, Reliability and Security for Business, Enterprise and Health Information Systems [[electronic resource] ] : IFIP WG 8.4/8.9 International Cross Domain Conference and Workshop, Vienna, Austria, August 22-26, 2011, Proceedings / / edited by A Min Tjoa, Gerald Quirchmayr, Ilsun You, Lida Xu
| Availability, Reliability and Security for Business, Enterprise and Health Information Systems [[electronic resource] ] : IFIP WG 8.4/8.9 International Cross Domain Conference and Workshop, Vienna, Austria, August 22-26, 2011, Proceedings / / edited by A Min Tjoa, Gerald Quirchmayr, Ilsun You, Lida Xu |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XIII, 388 p.) |
| Disciplina | 005.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Application software
Management information systems Computer science Computers and civilization Data encryption (Computer science) Information technology Business—Data processing Health informatics Information Systems Applications (incl. Internet) Management of Computing and Information Systems Computers and Society Cryptology IT in Business Health Informatics |
| ISBN | 3-642-23300-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Benefits of federated identity mangement: a survey from an integrated operations viewpoint / Jostein Jensen -- A security policy model for agent based service-oriented architectures / Eckehard Hermann. |
| Record Nr. | UNISA-996466018503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Bacterial Identification and Drug Susceptibility Patterns in Pregnant and Non Pregnant UTI Patients [[electronic resource] /] / by Syeda Sograh Fatima, Eman Al Mussaed
| Bacterial Identification and Drug Susceptibility Patterns in Pregnant and Non Pregnant UTI Patients [[electronic resource] /] / by Syeda Sograh Fatima, Eman Al Mussaed |
| Autore | Fatima Syeda Sograh |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (VI, 78 p. 37 illus., 36 illus. in color.) |
| Disciplina | 610.28 |
| Collana | SpringerBriefs in Forensic and Medical Bioinformatics |
| Soggetto topico |
Biomedical engineering
Health informatics Bioinformatics Bacteriology Signal processing Image processing Speech processing systems Biomedical Engineering and Bioengineering Health Informatics Computational Biology/Bioinformatics Signal, Image and Speech Processing |
| ISBN | 981-10-4750-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1.Urinary Tract Infections -- 2.Biochemical and Molecular characterization of common UTI Pathogen -- 3.Antibiotic resistance in UTI Bacteria -- 4.Case study. |
| Record Nr. | UNINA-9910299584603321 |
|
Fatima Syeda Sograh
|
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| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Bayesian cost-effectiveness analysis with the R package BCEA / / by Gianluca Baio, Andrea Berardi, Anna Heath
| Bayesian cost-effectiveness analysis with the R package BCEA / / by Gianluca Baio, Andrea Berardi, Anna Heath |
| Autore | Baio Gianluca |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XVI, 168 p. 55 illus., 26 illus. in color.) |
| Disciplina | 519.542 |
| Collana | Use R! |
| Soggetto topico |
Statistics
Health economics Health informatics Practice of medicine R (Computer program language) Statistics for Life Sciences, Medicine, Health Sciences Health Economics Statistics and Computing/Statistics Programs Health Informatics Statistics for Business, Management, Economics, Finance, Insurance Practice and Hospital Management |
| ISBN | 3-319-55718-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Bayesian analysis in health economics -- Case studies -- BCEA — a R package for Bayesian cost-effectiveness analysis -- Probabilistic sensitivity analysis using BCEA -- BCEAweb: a user-friendly web-app to use BCEA. |
| Record Nr. | UNINA-9910254283503321 |
|
Baio Gianluca
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Big Data Analytics [[electronic resource] ] : 4th International Conference, BDA 2015, Hyderabad, India, December 15-18, 2015, Proceedings / / edited by Naveen Kumar, Vasudha Bhatnagar
| Big Data Analytics [[electronic resource] ] : 4th International Conference, BDA 2015, Hyderabad, India, December 15-18, 2015, Proceedings / / edited by Naveen Kumar, Vasudha Bhatnagar |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XII, 267 p. 104 illus. in color.) |
| Disciplina | 006.312 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Data mining
Health informatics Database management Information storage and retrieval Algorithms Data Mining and Knowledge Discovery Health Informatics Database Management Information Storage and Retrieval Algorithm Analysis and Problem Complexity |
| ISBN | 3-319-27057-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Big Data: Security and Privacy -- Privacy Protection or Data Value: Can We Have Both? -- 1 Introduction -- 2 Big Data -- 3 Privacy -- 3.1 Individuals Own Data About Themselves -- 3.2 Corporations Own Data Collected -- 3.3 Shared Ownership of Data -- 3.4 Summary -- Ownership -- 4 Privacy Principles -- 5 A Call for a New Approach -- 5.1 User and Corporate Obligations -- 5.2 System Obligations -- 5.3 Data Acquisition Process -- 5.4 Managing Private Queries -- 6 Summary -- References -- Open Source Social Media Analytics for Intelligence and Security Informatics Applications -- 1 Introduction -- 1.1 Online Social Media -- 1.2 Intelligence and Security Informatics -- 2 Technical and Computational Challenges -- 3 Machine Learning and Data Mining Techniques -- 4 Case Studies -- 4.1 Identification of Extremist Content, Users and Communities -- 4.2 Event Forecasting for Civil Unrest Related Events -- 5 Characterization and Classification of Related Work -- 6 ISI Leading Conferences and Journals -- 7 Conclusions -- References -- Big Data in Commerce -- Information Exploration in E-Commerce Databases -- 1 Introduction -- 2 Search Interface in E-Commerce -- 3 Obstacles in Exploratory Search -- 3.1 Limited Feedback in the Query Panel -- 3.2 Low Adaptivity of the Result Panel -- 3.3 Information Loss from Hidden Attributes -- 4 Extensions to Facilitate Exploratory Search -- 4.1 Exploratory Search in Query Panel -- 4.2 Exploratory Search in Result Panel -- 5 Evaluation -- 6 Conclusion -- References -- A Framework to Harvest Page Views of Web for Banner Advertising -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Existing Framework -- 3.2 Proposed Framework -- 4 Design Issues -- 5 Summary and Conclusions -- References -- Utility-Based Control Flow Discovery from Business Process Event Logs.
1 Research Motivation and Aim -- 2 Related Work and Research Contributions -- 3 Research Framework and Solution Approach -- 4 Experimental Analysis and Results -- 4.1 Experimental Dataset -- 4.2 Experimental Results -- 4.3 Airport Dataset Results -- 4.4 BPI 2014 Dataset Results -- 5 Conclusion -- References -- An Efficient Algorithm for Mining High-Utility Itemsets with Discount Notion -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 Preliminary -- 3.2 UP-Hist Tree and UP-Hist Algorithm -- 3.3 Utility-List Data Structure and FHM Algorithm -- 3.4 Three-Phase Algorithm for Mining High-Utility Itemsets with Discount Strategies -- 4 Integration of Discount Notion in State-of-the-art Algorithms -- 4.1 UP-Hist Discount Algorithm -- 4.2 FHM Discount Algorithm -- 5 Mining High-Utility Itemsets -- 6 Experiments and Results -- 7 Conclusion and Future Work -- References -- Big Data: Models and Algorithms -- Design of Algorithms for Big Data Analytics -- 1 Introduction -- 2 Building FCA Lattice -- 2.1 Inefficient Map-Reduce Based Design -- 2.2 Efficient Map-Reduce Based Design -- 3 High Velocity Datasets -- 4 Conclusions -- References -- Mobility Big Data Analysis and Visualization (Invited Talk) -- 1 Introduction -- 2 Public Transportation Data Analysis -- 2.1 Framework for Analyzing Smart Card Data -- 2.2 Visual Fusion Analysis Environment -- 3 Vehicle Recorder Data Analysis -- 3.1 Relationships Between Drivers' Behaviors and Their Past Driving Histories -- 3.2 Visual Exploration of Caution Spots -- 4 Conclusions -- References -- Finding Periodic Patterns in Big Data -- 1 Introduction -- 2 Periodic Pattern Mining in Time Series -- 2.1 The Basic Model of Periodic Patterns -- 2.2 The Limitations of Basic Model -- 2.3 Research Efforts to Address the Limitations -- 3 Periodic Pattern Mining in Transactional Databases. 3.1 The Basic Model of Periodic-Frequent Patterns -- 3.2 The Performance Issues of the Periodic-Frequent Pattern Model -- 3.3 Research Efforts to Address the Performance Issues -- 4 Experimental Results -- 4.1 Experimental Setup -- 4.2 Generation of Periodic-Frequent Patterns -- 4.3 Interesting Patterns Discovered in Accidents Database -- 4.4 Interesting Patterns Discovered in Shop-4 Database -- 5 Conclusions -- References -- VDMR-DBSCAN: Varied Density MapReduce DBSCAN -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 3.1 Partitioning Phase -- 3.2 Map Phase -- 3.3 Reduce Phase -- 3.4 Merge Phase -- 3.5 Relabeling of Data Points -- 4 Results and Discussions -- 4.1 Experimental Settings -- 4.2 Experimental Results -- 4.3 Clustering Results on Zahn_compound Dataset (DS1) -- 4.4 Clustering Results on Spiral Dataset (DS2) -- 4.5 Large Synthetic Dataset (DS3) -- 5 Conclusions and Future Work -- References -- Concept Discovery from Un-Constrained Distributed Context -- Abstract -- 1 Introduction -- 2 Definitions and Properties in FCA -- 3 Related Work -- 4 Methodology -- 4.1 Data Format and Input -- 4.2 Data Aggregation -- 4.3 Concept Finding Approach -- 4.4 Additional Important Insights -- 5 Implementation Using Spark -- 6 Evaluation and Results -- 7 Discussion -- 7.1 Scalability with Respect to Context -- 7.2 Comparison with Distributed Frequent Item-Set Mining -- 7.3 Concept Explosion -- 7.4 Mining Links Between Concepts -- 8 Conclusion -- Acknowledgments -- References -- Khanan: Performance Comparisonand Programming -Miner Algorithm in Column-Oriented and Relational Database Query Languages -- 1 Research Motivation and Aim -- 2 Related Work and Novel Contributions -- 2.1 Implementation of Mining Algorithms in Row-Oriented Databases -- 2.2 Implementation of Mining Algorithms in Column-Oriented Databases. 2.3 Performance Comparison of Mining Algorithms in Column-Oriented and Graph Databases -- 3 -Miner Algorithm -- 4 Implementation of -Miner Algorithm in SQL on Row-Oriented Database (MySQL) -- 5 Implementation of -Miner Algorithm on NoSQL Column-Oriented Database Cassandra -- 6 Experimental Dataset -- 7 Benchmarking and Performance Comparison -- 8 Conclusion -- References -- A New Proposed Feature Subset Selection Algorithm Based on Maximization of Gain Ratio -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Theoretical Background -- 4 Algorithm and Analysis -- 5 Empirical Study -- 5.1 Datasets -- 5.2 Experimental Results and Comparisons -- 5.3 Dimension Wise Comparison of Feature Selection Algorithms -- 5.4 Domain Wise Comparison of Feature Selection Algorithms -- 6 Conclusion -- References -- Big Data in Medicine -- Genomics 3.0: Big-Data in Precision Medicine -- 1 Introduction -- 2 Genomics 3.0 -- 3 Dimensions of Big-data -- 4 Genomic Big-data -- 4.1 Patient Data -- 4.2 Background Databases -- 5 Exploratory Data Analysis -- 6 Big-data to Information -- 7 Information to Knowledge -- 8 Integrative Systems Biology -- 9 Patient Stratification -- 10 Characteristics and Life of Genomic Big-data -- 11 Mark-up Languages to Represent Biological Data -- 12 The Big-data Genomics Platform iOMICS -- 13 Live Genome Research Case -- 14 Live Genomics and Precision Medicine Case -- References -- CuraEx - Clinical Expert System Using Big-Data for Precision Medicine -- 1 Introduction -- 2 CuraEx Overview -- 3 Patient Specific Information -- 4 Analytical Engine -- 4.1 Cancer Staging -- 4.2 Prognosis -- 4.3 Therapeutics -- 5 Knowledge Database -- 6 Software Stack and Data Management -- 7 Conclusion -- References -- Multi-omics Multi-scale Big Data Analytics for Cancer Genomics -- 1 Introduction -- 2 Available Data -- 2.1 DNA Level Data -- 2.2 RNA Level Data. 2.3 Clinical Data -- 2.4 Background Databases -- 3 Key Aims -- 4 Exploratory Data Analysis -- 4.1 Mutation Association with Cancer State -- 4.2 Differential Gene Expression -- 4.3 Patient Stratification -- 5 Multi-scale Integrative Analysis -- 6 Data Integration and Network Analysis -- 6.1 Functional Characterization Databases -- 6.2 Metabolic Network Reconstruction and Protein Interactions -- 7 Conclusions -- References -- Class Aware Exemplar Discovery from Microarray Gene Expression Data -- Abstract -- 1 Introduction -- 2 Overview of Our Approach -- 2.1 Gene Data -- 2.2 Gene-Gene Similarity -- 2.3 Class Aware Preference -- 2.4 Class Aware Message Passing -- 3 Experimental Evaluation -- 3.1 Description of Experimental Datasets -- 3.2 Comparison of Class Aware Exemplar Discovery with Affinity Propagation -- 3.3 Comparison of Class Aware Exemplar Discovery with Standard Feature Subset Selection Techniques -- 3.4 Comparison of Class Aware Exemplar Discovery with All Features -- 4 Conclusions -- References -- Multistage Classification for Cardiovascular Disease Risk Prediction -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 3.1 Data Set -- 4 Experiments and Results -- 4.1 Pre-processing -- 4.2 Feature Extraction -- 4.3 Classification -- 5 Conclusion -- Acknowledgement -- References -- Author Index. |
| Record Nr. | UNISA-996466231503316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Soggetto topico
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Health Informatics
(956)
- Health informatics (814)
- Artificial Intelligence (419)
- Artificial intelligence (419)
- Optical data processing (329)