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Machine learning and data science : fundamentals and applications / / edited by Prateek Agrawal, Charu Gupta, Anand Sharma, Vishu Madaan and Nisheeth Joshi
| Machine learning and data science : fundamentals and applications / / edited by Prateek Agrawal, Charu Gupta, Anand Sharma, Vishu Madaan and Nisheeth Joshi |
| Pubbl/distr/stampa | Hoboken, NJ : , : Wiley |
| Descrizione fisica | 1 online resource (271 pages) |
| Disciplina | 006.3/1 |
| Collana | Advances in data engineering and machine learning |
| Soggetto topico |
Machine learning
Data mining |
| Soggetto genere / forma | Electronic books. |
| ISBN |
9781119776499
111977649X 9781119776482 1119776481 1-119-77649-X 1-119-77648-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cover -- Half-Title Page -- Title Page -- Copyright Page -- Contents -- Preface -- Book Description -- 1 Machine Learning: An Introduction to Reinforcement Learning -- 1.1 Introduction -- 1.1.1 Motivation -- 1.1.2 Machine Learning -- 1.1.3 How Machines Learn -- 1.1.4 Analogy -- 1.1.5 Reinforcement Learning Process -- 1.1.6 Reinforcement Learning Definitions: Basic Terminologies -- 1.1.7 Reinforcement Learning Concepts -- 1.2 Reinforcement Learning Paradigm: Characteristics -- 1.3 Reinforcement Learning Problem -- 1.4 Applications of Reinforcement Learning -- Conclusion -- References; 2 Data Analysis Using Machine Learning: An Experimental Study on UFC -- 2.1 Introduction -- 2.2 Proposed Methodology -- 2.2.1 Data Extraction: Preliminary -- 2.2.2 Pre-Processing Dataset -- 2.3 Experimental Evaluation and Visualization -- 2.4 Conclusion -- References -- 3 Dawn of Big Data with Hadoop and Machine Learning -- 3.1 Introduction -- 3.2 Big Data -- 3.2.1 The Life Cycle of Big Data -- 3.2.2 Challenges in Big Data -- 3.2.3 Scaling in Big Data Platforms -- 3.2.4 Factors to Understand Big Data Platforms and Their Selection Criteria -- 3.2.5 Current Trends in Big Data; 3.2.6 Big Data Use Cases -- 3.3 Machine Learning -- 3.3.1 Machine Learning Algorithms -- 3.4 Hadoop -- 3.4.1 Components of the Hadoop Ecosystem -- 3.4.2 Other Important Components of the Hadoop Ecosystem for Machine Learning -- 3.4.3 Benefits of Hadoop with Machine Learning -- 3.5 Studies Representing Applications of Machine Learning Techniques with Hadoop -- 3.6 Conclusion -- References -- 4 Industry 4.0: Smart Manufacturing in Industries The Future -- 4.1 Introduction -- Challenges or Responses -- Shared Infrastructure -- Security -- Costs or Profitability -- Future Proofing -- Conclusion; 6.3.3 Cluster-Based Mapping with Depth First Search (DFS) Algorithm -- 6.4 Proposed Methodology -- 6.4.1 Cluster-Based Mapping with FM Algorithm -- 6.4.2 Calculation of Total Power Consumption -- 6.4.3 Total Power Calculation by Using Tabu Search -- 6.5 Experimental Results and Discussion -- 6.5.1 Total Power Consumption in 2D NoC -- 6.5.2 Performance of Tabu Search for Power Optimization with Mesh Topology -- 6.5.3 Performance of Tabu Search for Power Optimization with Ring Topology -- 6.5.4 Average Hop Counts for 2D NoC -- 6.6 Conclusion -- References |
| Record Nr. | UNINA-9910585795503321 |
| Hoboken, NJ : , : Wiley | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Trust-Based Communication Systems for Internet of Things Applications
| Trust-Based Communication Systems for Internet of Things Applications |
| Autore | Agrawal Prateek |
| Pubbl/distr/stampa | Newark : , : John Wiley & Sons, Incorporated, , 2022 |
| Descrizione fisica | 1 online resource (338 pages) |
| Altri autori (Persone) |
MadaanVishu
SharmaAnand SharmaDilip Kumar AgrawalAkshat KautishSandeep |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-119-89674-6
1-119-89673-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910585800703321 |
Agrawal Prateek
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| Newark : , : John Wiley & Sons, Incorporated, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Trust-based communication systems for internet of things applications / / edited by Vishu Madaan [and five others]
| Trust-based communication systems for internet of things applications / / edited by Vishu Madaan [and five others] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons, , [2022] |
| Descrizione fisica | 1 online resource (338 pages) |
| Disciplina | 005.8 |
| Soggetto topico |
Computer security
Internet of things |
| ISBN |
1-119-89674-6
1-119-89673-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910830638103321 |
| Hoboken, New Jersey : , : John Wiley & Sons, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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