Info
- Utilizzare la checkbox di selezione a fianco di ciascun documento per attivare le funzionalità di stampa, invio email, download nei formati disponibili del (i) record.
Lecture notes in data mining [[electronic resource] /] / edited by Michael W. Berry, Murray Browne
| Lecture notes in data mining [[electronic resource] /] / edited by Michael W. Berry, Murray Browne |
| Pubbl/distr/stampa | Hackensack, NJ, : World Scientific, c2006 |
| Descrizione fisica | 1 online resource (238 p.) |
| Disciplina | 005.741 |
| Altri autori (Persone) |
BerryMichael W
BrowneMurray |
| Soggetto topico |
Data mining
Database searching |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-37904-2
9786611379049 981-277-363-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
CONTENTS ; Preface ; 1 Point Estimation Algorithms ; 1. Introduction ; 2. Motivation ; 3. Methods of Point Estimation ; 4. Measures of Performance ; 5. Summary ; 2 Applications of Bayes Theorem ; 1. Introduction ; 2. Motivation ; 3. The Bayes Approach for Classification
4. Examples 5. Summary ; 3 Similarity Measures ; 1. Introduction ; 2. Motivation ; 3. Classic Similarity Measures ; 4. Example ; 5. Current Applications ; 6. Summary ; 4 Decision Trees ; 1. Introduction ; 2. Motivation ; 3. Decision Tree Algorithms 4. Example: Classification of University Students 5. Applications of Decision Tree Algorithms ; 6. Summary ; 5 Genetic Algorithms ; 1. Introduction ; 2. Motivation ; 3. Fundamentals ; 4. Example: The Traveling-Salesman ; 5. Current and Future Applications ; 6. Summary 6 Classification: Distance-based Algorithms 1. Introduction ; 2. Motivation ; 3. Distance Functions ; 4. Classification Algorithms ; 5. Current Applications ; 6. Summary ; 7 Decision Tree-based Algorithms ; 1. Introduction ; 2. Motivation ; 3. ID3 ; 4. C4.5 ; 5. C5.0 6. CART 7. Summary ; 8 Covering (Rule-based) Algorithms ; 1. Introduction ; 2. Motivation ; 3. Classification Rules ; 4. Covering (Rule-based) Algorithms ; 5. Applications of Covering Algorithms ; 6. Summary ; 9 Clustering: An Overview ; 1. Introduction ; 2. Motivation 3. The Clustering Process |
| Record Nr. | UNINA-9910451300103321 |
| Hackensack, NJ, : World Scientific, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Lecture notes in data mining [[electronic resource] /] / edited by Michael W. Berry, Murray Browne
| Lecture notes in data mining [[electronic resource] /] / edited by Michael W. Berry, Murray Browne |
| Pubbl/distr/stampa | Hackensack, NJ, : World Scientific, c2006 |
| Descrizione fisica | 1 online resource (238 p.) |
| Disciplina | 005.741 |
| Altri autori (Persone) |
BerryMichael W
BrowneMurray |
| Soggetto topico |
Data mining
Database searching |
| ISBN |
1-281-37904-2
9786611379049 981-277-363-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
CONTENTS ; Preface ; 1 Point Estimation Algorithms ; 1. Introduction ; 2. Motivation ; 3. Methods of Point Estimation ; 4. Measures of Performance ; 5. Summary ; 2 Applications of Bayes Theorem ; 1. Introduction ; 2. Motivation ; 3. The Bayes Approach for Classification
4. Examples 5. Summary ; 3 Similarity Measures ; 1. Introduction ; 2. Motivation ; 3. Classic Similarity Measures ; 4. Example ; 5. Current Applications ; 6. Summary ; 4 Decision Trees ; 1. Introduction ; 2. Motivation ; 3. Decision Tree Algorithms 4. Example: Classification of University Students 5. Applications of Decision Tree Algorithms ; 6. Summary ; 5 Genetic Algorithms ; 1. Introduction ; 2. Motivation ; 3. Fundamentals ; 4. Example: The Traveling-Salesman ; 5. Current and Future Applications ; 6. Summary 6 Classification: Distance-based Algorithms 1. Introduction ; 2. Motivation ; 3. Distance Functions ; 4. Classification Algorithms ; 5. Current Applications ; 6. Summary ; 7 Decision Tree-based Algorithms ; 1. Introduction ; 2. Motivation ; 3. ID3 ; 4. C4.5 ; 5. C5.0 6. CART 7. Summary ; 8 Covering (Rule-based) Algorithms ; 1. Introduction ; 2. Motivation ; 3. Classification Rules ; 4. Covering (Rule-based) Algorithms ; 5. Applications of Covering Algorithms ; 6. Summary ; 9 Clustering: An Overview ; 1. Introduction ; 2. Motivation 3. The Clustering Process |
| Record Nr. | UNINA-9910784988603321 |
| Hackensack, NJ, : World Scientific, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft Computing in Data Science : 5th International Conference, SCDS 2019, Iizuka, Japan, August 28–29, 2019, Proceedings / / edited by Michael W. Berry, Bee Wah Yap, Azlinah Mohamed, Mario Köppen
| Soft Computing in Data Science : 5th International Conference, SCDS 2019, Iizuka, Japan, August 28–29, 2019, Proceedings / / edited by Michael W. Berry, Bee Wah Yap, Azlinah Mohamed, Mario Köppen |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (395 pages) |
| Disciplina | 006.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Application software Data mining Optical data processing Artificial Intelligence Information Systems Applications (incl. Internet) Data Mining and Knowledge Discovery Image Processing and Computer Vision |
| ISBN | 981-15-0399-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Information and Customer Analytics -- Visual Data Science -- Machine and Deep Learning -- Big Data Analytics -- Computational and Artificial Intelligence -- Social Network and Media Analytics. |
| Record Nr. | UNINA-9910350216403321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft Computing in Data Science : 4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings / / edited by Bee Wah Yap, Azlinah Hj Mohamed, Michael W. Berry
| Soft Computing in Data Science : 4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings / / edited by Bee Wah Yap, Azlinah Hj Mohamed, Michael W. Berry |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XVIII, 404 p. 229 illus., 165 illus. in color.) |
| Disciplina | 016.403 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Optical data processing Application software Artificial Intelligence Image Processing and Computer Vision Information Systems Applications (incl. Internet) |
| ISBN | 981-13-3441-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine and deep learning -- Image processing -- Financial and fuzzy mathematics -- Optimization algorithms -- Data and text analytics -- Data visualization. |
| Record Nr. | UNINA-9910350237403321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft Computing in Data Science : Third International Conference, SCDS 2017, Yogyakarta, Indonesia, November 27–28, 2017, Proceedings / / edited by Azlinah Mohamed, Michael W. Berry, Bee Wah Yap
| Soft Computing in Data Science : Third International Conference, SCDS 2017, Yogyakarta, Indonesia, November 27–28, 2017, Proceedings / / edited by Azlinah Mohamed, Michael W. Berry, Bee Wah Yap |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XV, 317 p. 123 illus.) |
| Disciplina | 004 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Data mining Optical data processing Big data Algorithms Artificial Intelligence Data Mining and Knowledge Discovery Computer Imaging, Vision, Pattern Recognition and Graphics Big Data Algorithm Analysis and Problem Complexity |
| ISBN | 981-10-7242-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Deep learning and real-time classification -- Image feature classification and extraction -- Classification, clustering, visualization -- Applications of machine learning -- Data visualization -- Fuzzy logic -- Prediction models and e-learning -- Text and sentiment analytics. |
| Record Nr. | UNINA-9910254830703321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft Computing in Data Science : Second International Conference, SCDS 2016, Kuala Lumpur, Malaysia, September 21-22, 2016, Proceedings / / edited by Michael W. Berry, Azlinah Hj. Mohamed, Bee Wah Yap
| Soft Computing in Data Science : Second International Conference, SCDS 2016, Kuala Lumpur, Malaysia, September 21-22, 2016, Proceedings / / edited by Michael W. Berry, Azlinah Hj. Mohamed, Bee Wah Yap |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XIX, 311 p. 90 illus.) |
| Disciplina | 006.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Data mining
Artificial intelligence Algorithms Data Mining and Knowledge Discovery Artificial Intelligence Algorithm Analysis and Problem Complexity |
| ISBN | 981-10-2777-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Artificial neural networks -- Classification, clustering, visualization -- Fuzzy logic -- Information and sentiment analytics. |
| Record Nr. | UNINA-9910254987603321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft Computing in Data Science : First International Conference, SCDS 2015, Putrajaya, Malaysia, September 2-3, 2015, Proceedings / / edited by Michael W. Berry, Azlinah Mohamed, Bee Wah Yap
| Soft Computing in Data Science : First International Conference, SCDS 2015, Putrajaya, Malaysia, September 2-3, 2015, Proceedings / / edited by Michael W. Berry, Azlinah Mohamed, Bee Wah Yap |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XV, 276 p. 94 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Data mining
Algorithms Artificial intelligence Pattern recognition User interfaces (Computer systems) Data Mining and Knowledge Discovery Algorithm Analysis and Problem Complexity Artificial Intelligence Pattern Recognition User Interfaces and Human Computer Interaction |
| ISBN | 981-287-936-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910298963003321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Supervised and Unsupervised Learning for Data Science / / edited by Michael W. Berry, Azlinah Mohamed, Bee Wah Yap
| Supervised and Unsupervised Learning for Data Science / / edited by Michael W. Berry, Azlinah Mohamed, Bee Wah Yap |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (VIII, 187 p. 55 illus., 45 illus. in color.) |
| Disciplina |
621.382
006.31 |
| Collana | Unsupervised and Semi-Supervised Learning |
| Soggetto topico |
Electrical engineering
Signal processing Image processing Speech processing systems Pattern recognition Artificial intelligence Data mining Communications Engineering, Networks Signal, Image and Speech Processing Pattern Recognition Artificial Intelligence Data Mining and Knowledge Discovery |
| ISBN | 3-030-22475-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter1: A Systematic Review on Supervised & Unsupervised Machine Learning Algorithms for Data Science -- Chapter2: Overview of One-Pass and Discard-After-Learn Concepts for Classification and Clustering in Streaming Environment with Constraints -- Chapter3: Distributed Single-Source Shortest Path Algorithms with Two Dimensional Graph Layout -- Chapter4: Using Non-Negative Tensor Decomposition for Unsupervised Textual Influence Modeling -- Chapter5: Survival Support Vector Machines: A Simulation Study and Its Health-related Application -- Chapter6: Semantic Unsupervised Learning for Word Sense Disambiguation -- Chapter7: Enhanced Tweet Hybrid Recommender System using Unsupervised Topic Modeling and Matrix Factorization based Neural Network -- Chapter8: New Applications of a Supervised Computational Intelligence (CI) Approach: Case Study in Civil Engineering. |
| Record Nr. | UNINA-9910366591103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||