| 000 | 02212nam a22002657a 4500 | ||
|---|---|---|---|
| 005 | 20260722152819.0 | ||
| 008 | 260722s2024 |||||||| |||| 00| 0 eng d | ||
| 020 | _a9783031648311 | ||
| 040 | _cPK-LaUMT | ||
| 082 |
_a006.3 _bUNL- |
||
| 245 | 0 | 0 |
_aUnlocking artificial intelligence : _bfrom theory to applications / _cedited by Christopher Mutschler . . . [et al.] |
| 260 |
_aCham : _bSpringer, _c2024 |
||
| 300 | _axvi, 380 p. | ||
| 500 | _aIncludes bibliographical references and index. | ||
| 520 | _aThis open access book provides a state-of-the-art overview of current machine learning research and its exploitation in various application areas. It has become apparent that the deep integration of artificial intelligence (AI) methods in products and services is essential for companies to stay competitive. The use of AI allows large volumes of data to be analyzed, patterns and trends to be identified, and well-founded decisions to be made on an informative basis. It also enables the optimization of workflows, the automation of processes and the development of new services, thus creating potential for new business models and significant competitive advantages. The book is divided in two main parts: First, in a theoretically oriented part, various AI/ML-related approaches like automated machine learning, sequence-based learning, deep learning, learning from experience and data, and process-aware learning are explained. In a second part, various applications are presented that benefit from the exploitation of recent research results. These include autonomous systems, indoor localization, medical applications, energy supply and networks, logistics networks, traffic control, image processing, and IoT applications. Overall, the book offers professionals and applied researchers an excellent overview of current exploitations, approaches, and challenges of AI/ML-related research | ||
| 546 | _aEng | ||
| 650 | _aMachine learning | ||
| 650 | _aDeep learning | ||
| 650 |
_aIntelligent systems _914044 |
||
| 700 | 1 |
_aMutschler, Christopher _914045 |
|
| 700 | 1 |
_aMünzenmayer, Christian _914046 |
|
| 700 | 1 |
_aUhlmann, Norman _914047 |
|
| 700 | 1 |
_aMartin, Alexander _914048 |
|
| 942 | _cBK | ||
| 999 |
_c141583 _d141583 |
||