Artificial Intelligence in forecasting: tools and techniques
Gespeichert in:
| Weitere beteiligte Personen: | , , |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2024
|
| Ausgabe: | First edition |
| Schriftenreihe: | A Science Publishers book
|
| Schlagwörter: | |
| Abstract: | "Importance of forecasting is to deal with the uncertainty of the future. An accurate Forecasting should be timely available, accurate, reliable and compatible with existing database. Accurate projection of the future is highly demanding for supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earth quake prediction and many more. In this direction AI powered tools and techniques of forecasting plays a major role to improve the projection accuracy. AI powered forecasting software uses machine learning techniques to improve accuracy. The software can analyse the past data and can make better prediction about the future trends with higher accuracy and confidence that favours for making proper future planning and decision. Moreover, AI forecasting tools are better in a sense that it can gradually improve its accuracy. In other words, accurate forecasting requires more than just the fitting of models to historical data. Inside, readers will find the latest techniques used by managers in business today, discover the importance of forecasting and learn how it's accomplished. And readers will develop the necessary skills to meet the increased demand for thoughtful and realistic forecasts"-- |
| Beschreibung: | Enthält Literaturangaben und Index |
| Umfang: | viii, 356 Seiten Illustrationen, Diagramme |
| ISBN: | 9781032506159 9781032506180 |
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| 245 | 1 | 0 | |a Artificial Intelligence in forecasting |b tools and techniques |c editors Sachi Nandan Mohanty (Professor, School of Computer Science & Engineering, VIT-AP University, Amaravati, India), Preethi Nanjundan (Associate Professor, Department of Data Science, Christ (Deemed to be University), Pune, Lavasa, India), Tejaswini Kar (School of Electronics Engineering, KIIT Deemed to be University, Bhubaneswar, India) |
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Datensatz im Suchindex
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| id | DE-604.BV050188979 |
| illustrated | Illustrated |
| indexdate | 2025-03-03T11:01:17Z |
| institution | BVB |
| isbn | 9781032506159 9781032506180 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-035524565 |
| open_access_boolean | |
| owner | DE-11 |
| owner_facet | DE-11 |
| physical | viii, 356 Seiten Illustrationen, Diagramme |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | CRC Press, Taylor & Francis Group |
| record_format | marc |
| series2 | A Science Publishers book |
| spelling | Artificial Intelligence in forecasting tools and techniques editors Sachi Nandan Mohanty (Professor, School of Computer Science & Engineering, VIT-AP University, Amaravati, India), Preethi Nanjundan (Associate Professor, Department of Data Science, Christ (Deemed to be University), Pune, Lavasa, India), Tejaswini Kar (School of Electronics Engineering, KIIT Deemed to be University, Bhubaneswar, India) First edition Boca Raton ; London ; New York CRC Press, Taylor & Francis Group 2024 viii, 356 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier A Science Publishers book Enthält Literaturangaben und Index "Importance of forecasting is to deal with the uncertainty of the future. An accurate Forecasting should be timely available, accurate, reliable and compatible with existing database. Accurate projection of the future is highly demanding for supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earth quake prediction and many more. In this direction AI powered tools and techniques of forecasting plays a major role to improve the projection accuracy. AI powered forecasting software uses machine learning techniques to improve accuracy. The software can analyse the past data and can make better prediction about the future trends with higher accuracy and confidence that favours for making proper future planning and decision. Moreover, AI forecasting tools are better in a sense that it can gradually improve its accuracy. In other words, accurate forecasting requires more than just the fitting of models to historical data. Inside, readers will find the latest techniques used by managers in business today, discover the importance of forecasting and learn how it's accomplished. And readers will develop the necessary skills to meet the increased demand for thoughtful and realistic forecasts"-- Wirtschaftsentwicklung (DE-588)4066438-7 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Unternehmen (DE-588)4061963-1 gnd rswk-swf Strategisches Management (DE-588)4124261-0 gnd rswk-swf Prognose (DE-588)4047390-9 gnd rswk-swf Politischer Wandel (DE-588)4175047-0 gnd rswk-swf Software (DE-588)4055382-6 gnd rswk-swf Künstliche Intelligenz / (DE-627)091373379 / (DE-2867)15611-3 Prognoseverfahren / (DE-627)091384680 / (DE-2867)15072-0 Artificial intelligence Forecasting / Data processing Artificial intelligence / Data processing Unternehmen (DE-588)4061963-1 s Wirtschaftsentwicklung (DE-588)4066438-7 s Politischer Wandel (DE-588)4175047-0 s Prognose (DE-588)4047390-9 s Software (DE-588)4055382-6 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Strategisches Management (DE-588)4124261-0 s Mohanty, Sachi Nandan 1981- (DE-588)116301849X edt Nanjundan, Preethi 1980- (DE-588)1344527043 edt Kar, Tejaswini 1981- (DE-588)1344527272 edt |
| spellingShingle | Artificial Intelligence in forecasting tools and techniques Wirtschaftsentwicklung (DE-588)4066438-7 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Unternehmen (DE-588)4061963-1 gnd Strategisches Management (DE-588)4124261-0 gnd Prognose (DE-588)4047390-9 gnd Politischer Wandel (DE-588)4175047-0 gnd Software (DE-588)4055382-6 gnd |
| subject_GND | (DE-588)4066438-7 (DE-588)4033447-8 (DE-588)4061963-1 (DE-588)4124261-0 (DE-588)4047390-9 (DE-588)4175047-0 (DE-588)4055382-6 |
| title | Artificial Intelligence in forecasting tools and techniques |
| title_auth | Artificial Intelligence in forecasting tools and techniques |
| title_exact_search | Artificial Intelligence in forecasting tools and techniques |
| title_full | Artificial Intelligence in forecasting tools and techniques editors Sachi Nandan Mohanty (Professor, School of Computer Science & Engineering, VIT-AP University, Amaravati, India), Preethi Nanjundan (Associate Professor, Department of Data Science, Christ (Deemed to be University), Pune, Lavasa, India), Tejaswini Kar (School of Electronics Engineering, KIIT Deemed to be University, Bhubaneswar, India) |
| title_fullStr | Artificial Intelligence in forecasting tools and techniques editors Sachi Nandan Mohanty (Professor, School of Computer Science & Engineering, VIT-AP University, Amaravati, India), Preethi Nanjundan (Associate Professor, Department of Data Science, Christ (Deemed to be University), Pune, Lavasa, India), Tejaswini Kar (School of Electronics Engineering, KIIT Deemed to be University, Bhubaneswar, India) |
| title_full_unstemmed | Artificial Intelligence in forecasting tools and techniques editors Sachi Nandan Mohanty (Professor, School of Computer Science & Engineering, VIT-AP University, Amaravati, India), Preethi Nanjundan (Associate Professor, Department of Data Science, Christ (Deemed to be University), Pune, Lavasa, India), Tejaswini Kar (School of Electronics Engineering, KIIT Deemed to be University, Bhubaneswar, India) |
| title_short | Artificial Intelligence in forecasting |
| title_sort | artificial intelligence in forecasting tools and techniques |
| title_sub | tools and techniques |
| topic | Wirtschaftsentwicklung (DE-588)4066438-7 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Unternehmen (DE-588)4061963-1 gnd Strategisches Management (DE-588)4124261-0 gnd Prognose (DE-588)4047390-9 gnd Politischer Wandel (DE-588)4175047-0 gnd Software (DE-588)4055382-6 gnd |
| topic_facet | Wirtschaftsentwicklung Künstliche Intelligenz Unternehmen Strategisches Management Prognose Politischer Wandel Software |
| work_keys_str_mv | AT mohantysachinandan artificialintelligenceinforecastingtoolsandtechniques AT nanjundanpreethi artificialintelligenceinforecastingtoolsandtechniques AT kartejaswini artificialintelligenceinforecastingtoolsandtechniques |