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Principles of big data : preparing, sharing, and analyzing complex information / / Jules J. Berman, Ph. D., M.D
| Principles of big data : preparing, sharing, and analyzing complex information / / Jules J. Berman, Ph. D., M.D |
| Autore | Berman Jules J |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Amsterdam, Netherlands, : Elsevier, c2013 |
| Descrizione fisica | 1 online resource (xxvi, 261 pages) : illustrations |
| Disciplina | 005.74 |
| Collana | Gale eBooks |
| Soggetto topico |
Big data
Database management |
| ISBN | 0-12-404724-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Principles of Big Data: Preparing,Sharing,and Analyzing Complex Information; Copyright; Dedication; Contents; Acknowledgments; Author Biography; Preface; Introduction; Definition of Big Data; Big Data Versus Small Data; Whence Comest Big Data?; The Most Common Purpose of Big Data is to Produce Small Data; Opportunities; Big Data Moves to the Center of the Information Universe; Chapter 1: Providing Structure to Unstructured Data; Background; Machine Translation; Autocoding; Indexing; Term Extraction; Chapter 2: Identification, Deidentification, and Reidentification; Background
Features of an Identifier System Registered Unique Object Identifiers; Really Bad Identifier Methods; Embedding Information in an Identifier: Not Recommended; One-Way Hashes; Use Case: Hospital Registration; Deidentification; Data Scrubbing; Reidentification; Lessons Learned; Chapter 3: Ontologies and Semantics; Background; Classifications, the Simplest of Ontologies; Ontologies, Classes with Multiple Parents; Choosing a Class Model; Introduction to Resource Description Framework Schema; Common Pitfalls in Ontology Development; Chapter 4: Introspection; Background; Knowledge of Self eXtensible Markup Language Introduction to Meaning; Namespaces and the Aggregation of Meaningful Assertions; Resource Description Framework Triples; Reflection; Use Case: Trusted Time Stamp; Summary; Chapter 5: Data Integration and Software Interoperability; Background; The Committee to Survey Standards; Standard Trajectory; Specifications and Standards; Versioning; Compliance Issues; Interfaces to Big Data Resources; Chapter 6: Immutability and Immortality; Background; Immutability and Identifiers; Data Objects; Legacy Data; Data Born from Data; Reconciling Identifiers across Institutions Zero-Knowledge Reconciliation The Curator ́s Burden; Chapter 7: Measurement; Background; Counting; Gene Counting; Dealing with Negations; Understanding Your Control; Practical Significance of Measurements; Obsessive-Compulsive Disorder: The Mark of a Great Data Manager; Chapter 8: Simple but Powerful Big Data Techniques; Background; Look At the Data; Data Range; Denominator; Frequency Distributions; Mean and Standard Deviation; Estimation-Only Analyses; Use Case: Watching Data Trends with Google Ngrams; Use Case: Estimating Movie Preferences; Chapter 9: Analysis; Background; Analytic Tasks Clustering, Classifying, Recommending, and Modeling Clustering Algorithms; Classifier Algorithms; Recommender Algorithms; Modeling Algorithms; Data Reduction; Normalizing and Adjusting Data; Big Data Software: Speed and Scalability; Find Relationships, Not Similarities; Chapter 10: Special Considerations in Big Data Analysis; Background; Theory in Search of Data; Data in Search of a Theory; Overfitting; Bigness Bias; Too Much Data; Fixing Data; Data Subsets in Big Data: Neither Additive nor Transitive; Additional Big Data Pitfalls; Chapter 11: Stepwise Approach to Big Data Analysis; Background Step 1. A Question Is Formulated |
| Record Nr. | UNINA-9910792476303321 |
Berman Jules J
|
||
| Amsterdam, Netherlands, : Elsevier, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Principles of big data : preparing, sharing, and analyzing complex information / / Jules J. Berman, Ph. D., M.D
| Principles of big data : preparing, sharing, and analyzing complex information / / Jules J. Berman, Ph. D., M.D |
| Autore | Berman Jules J |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Amsterdam, Netherlands, : Elsevier, c2013 |
| Descrizione fisica | 1 online resource (xxvi, 261 pages) : illustrations |
| Disciplina | 005.74 |
| Collana | Gale eBooks |
| Soggetto topico |
Big data
Database management |
| ISBN | 0-12-404724-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Principles of Big Data: Preparing,Sharing,and Analyzing Complex Information; Copyright; Dedication; Contents; Acknowledgments; Author Biography; Preface; Introduction; Definition of Big Data; Big Data Versus Small Data; Whence Comest Big Data?; The Most Common Purpose of Big Data is to Produce Small Data; Opportunities; Big Data Moves to the Center of the Information Universe; Chapter 1: Providing Structure to Unstructured Data; Background; Machine Translation; Autocoding; Indexing; Term Extraction; Chapter 2: Identification, Deidentification, and Reidentification; Background
Features of an Identifier System Registered Unique Object Identifiers; Really Bad Identifier Methods; Embedding Information in an Identifier: Not Recommended; One-Way Hashes; Use Case: Hospital Registration; Deidentification; Data Scrubbing; Reidentification; Lessons Learned; Chapter 3: Ontologies and Semantics; Background; Classifications, the Simplest of Ontologies; Ontologies, Classes with Multiple Parents; Choosing a Class Model; Introduction to Resource Description Framework Schema; Common Pitfalls in Ontology Development; Chapter 4: Introspection; Background; Knowledge of Self eXtensible Markup Language Introduction to Meaning; Namespaces and the Aggregation of Meaningful Assertions; Resource Description Framework Triples; Reflection; Use Case: Trusted Time Stamp; Summary; Chapter 5: Data Integration and Software Interoperability; Background; The Committee to Survey Standards; Standard Trajectory; Specifications and Standards; Versioning; Compliance Issues; Interfaces to Big Data Resources; Chapter 6: Immutability and Immortality; Background; Immutability and Identifiers; Data Objects; Legacy Data; Data Born from Data; Reconciling Identifiers across Institutions Zero-Knowledge Reconciliation The Curator ́s Burden; Chapter 7: Measurement; Background; Counting; Gene Counting; Dealing with Negations; Understanding Your Control; Practical Significance of Measurements; Obsessive-Compulsive Disorder: The Mark of a Great Data Manager; Chapter 8: Simple but Powerful Big Data Techniques; Background; Look At the Data; Data Range; Denominator; Frequency Distributions; Mean and Standard Deviation; Estimation-Only Analyses; Use Case: Watching Data Trends with Google Ngrams; Use Case: Estimating Movie Preferences; Chapter 9: Analysis; Background; Analytic Tasks Clustering, Classifying, Recommending, and Modeling Clustering Algorithms; Classifier Algorithms; Recommender Algorithms; Modeling Algorithms; Data Reduction; Normalizing and Adjusting Data; Big Data Software: Speed and Scalability; Find Relationships, Not Similarities; Chapter 10: Special Considerations in Big Data Analysis; Background; Theory in Search of Data; Data in Search of a Theory; Overfitting; Bigness Bias; Too Much Data; Fixing Data; Data Subsets in Big Data: Neither Additive nor Transitive; Additional Big Data Pitfalls; Chapter 11: Stepwise Approach to Big Data Analysis; Background Step 1. A Question Is Formulated |
| Record Nr. | UNINA-9910823184603321 |
|
Berman Jules J
|
||
| Amsterdam, Netherlands, : Elsevier, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Principles of data integration / AnHai Doan, Alon Halevy, Zachary Ives
| Principles of data integration / AnHai Doan, Alon Halevy, Zachary Ives |
| Autore | DOAN, AnHai |
| Pubbl/distr/stampa | Waltham, MA : Morgan Kaufmann, 2012 |
| Descrizione fisica | XVIII, 497 p. : ill. ; 25 cm |
| Disciplina | 005.73 |
| Altri autori (Persone) |
HALEVY, Alon
IVES, Zachary |
| Soggetto topico | Elaboratori - Programmazione |
| Soggetto non controllato | Strutture dei dati |
| ISBN | 9780124160446 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-990005947350203316 |
|
DOAN, AnHai
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| Waltham, MA : Morgan Kaufmann, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Principles of data integration [[electronic resource] /] / AnHai Doan, Alon Halevy, Zachary Ives
| Principles of data integration [[electronic resource] /] / AnHai Doan, Alon Halevy, Zachary Ives |
| Autore | Doan AnHai |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Waltham, Mass., : Morgan Kaufmann, 2012 |
| Descrizione fisica | 1 online resource (521 p.) |
| Disciplina | 005.7/3 |
| Altri autori (Persone) |
HalevyAlon
IvesZachary G |
| Soggetto topico | Data integration (Computer science) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-85131-7
9786613711687 0-12-391479-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. 1. Foundational data integration techniques -- pt. 2. Integration with extended data representations -- pt. 3. Novel integration architectures. |
| Record Nr. | UNINA-9910462087603321 |
|
Doan AnHai
|
||
| Waltham, Mass., : Morgan Kaufmann, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Principles of data integration [[electronic resource] /] / AnHai Doan, Alon Halevy, Zachary Ives
| Principles of data integration [[electronic resource] /] / AnHai Doan, Alon Halevy, Zachary Ives |
| Autore | Doan AnHai |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Waltham, Mass., : Morgan Kaufmann, 2012 |
| Descrizione fisica | 1 online resource (521 p.) |
| Disciplina | 005.7/3 |
| Altri autori (Persone) |
HalevyAlon
IvesZachary G |
| Soggetto topico | Data integration (Computer science) |
| ISBN |
1-280-85131-7
9786613711687 0-12-391479-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. 1. Foundational data integration techniques -- pt. 2. Integration with extended data representations -- pt. 3. Novel integration architectures. |
| Record Nr. | UNINA-9910790391903321 |
|
Doan AnHai
|
||
| Waltham, Mass., : Morgan Kaufmann, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Principles of data integration / / AnHai Doan, Alon Halevy, Zachary Ives
| Principles of data integration / / AnHai Doan, Alon Halevy, Zachary Ives |
| Autore | Doan AnHai |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Waltham, Mass., : Morgan Kaufmann, 2012 |
| Descrizione fisica | 1 online resource (521 p.) |
| Disciplina |
005.7/3
005.73 |
| Altri autori (Persone) |
HalevyAlon
IvesZachary G |
| Soggetto topico | Data integration (Computer science) |
| ISBN |
1-280-85131-7
9786613711687 0-12-391479-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. 1. Foundational data integration techniques -- pt. 2. Integration with extended data representations -- pt. 3. Novel integration architectures. |
| Record Nr. | UNINA-9910815074603321 |
|
Doan AnHai
|
||
| Waltham, Mass., : Morgan Kaufmann, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Principles of database query processing for advanced applications / Clement T. Yu, Weiyi Men
| Principles of database query processing for advanced applications / Clement T. Yu, Weiyi Men |
| Autore | YU, Clement T. |
| Pubbl/distr/stampa | San Francisco : Morgan Kaufmann, copyr. 1998 |
| Descrizione fisica | XVI, 485 p. : ill. ; 22 cm |
| Disciplina | 005.741 |
| Altri autori (Persone) | MENG, Weiyi, Weiyi |
| Collana | The Morgan Kaufmann series in data management system |
| Soggetto topico | Archivi di dati - Gestione |
| ISBN | 1-55860-434-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-990000311890203316 |
|
YU, Clement T.
|
||
| San Francisco : Morgan Kaufmann, copyr. 1998 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Principles of Semantic Networks : Explorations in the Representation of Knowledge / Edited by John F. Sowa
| Principles of Semantic Networks : Explorations in the Representation of Knowledge / Edited by John F. Sowa |
| Autore | Sowa, John F. |
| Pubbl/distr/stampa | San Mateo [CA] : Morgan Kaufmann, 1991 |
| Descrizione fisica | xi, 582 p. ; 23 cm |
| Disciplina | 510.78 |
| Collana | The Morgan Kaufmann Series in Representation and Reasoning |
| Soggetto non controllato |
Cibernetica
Teoria dei giochi Teoria degli automi Intelligenza artificiale |
| ISBN | 1-55860-088-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-990001363750403321 |
|
Sowa, John F.
|
||
| San Mateo [CA] : Morgan Kaufmann, 1991 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Probabilistic reasoning in intelligent systems : networks of plausible inference / Judea Pearl
| Probabilistic reasoning in intelligent systems : networks of plausible inference / Judea Pearl |
| Autore | Pearl, Judea |
| Pubbl/distr/stampa | San Francisco [Ca.] : Morgan Kaufmann, c1998 |
| Descrizione fisica | xix, 552 p. : ill. ; 23 cm |
| Disciplina | 006.3 |
| Collana | The Morgan Kaufmann Series in Representation and Reasoning |
| Soggetto non controllato |
Intelligenza artificiale
Sistemi intelligenti Probabilità |
| ISBN | 1-55860-479-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-990001492920403321 |
|
Pearl, Judea
|
||
| San Francisco [Ca.] : Morgan Kaufmann, c1998 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Probabilistic reasoning in intelligent systems : Networks of Plausible Inference / Judea Pearl
| Probabilistic reasoning in intelligent systems : Networks of Plausible Inference / Judea Pearl |
| Autore | Pearl, Judea |
| Pubbl/distr/stampa | Revised 2. printing San Francisco : Morgan Kaufmann, 1988 |
| Descrizione fisica | XIX, 552 p. ; 24 cm. |
| Soggetto topico | Intelligenza artificiale |
| ISBN | 15-586-0479-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0105666 |
|
Pearl, Judea
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||
| Revised 2. printing San Francisco : Morgan Kaufmann, 1988 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
