Analytics, Machine Learning, and Artificial Intelligence
Springer International Publishing (Verlag)
978-3-031-75156-1 (ISBN)
- Noch nicht erschienen - erscheint am 25.12.2024
- Versandkostenfrei
- Auch auf Rechnung
- Artikel merken
This book constitutes the refereed proceedings of the Second Analytics Global Conference on Analytics, Machine Learning, and Artificial Intelligence, AGC 2024, held in Kolkata, India, during March 6-7, 2024.
The 15 full papers and 3 short papers presented in these proceedings were carefully reviewed and selected from 60 submissions. The papers are organized in these topical sections: applications of analytics in business; analytics methods, tools & techniques.
.- Applications of Analytics in Business.
.- Next-Gen Cold Storage Surveillance Platform.
.- Attack Hypergraph: A Framework for Modeling Multi-Stage Attacks.
.- Ensuring Integrity in Blockchain-Based Health Information Exchange through Collaborative Data Safeguards.
.- Predictive Modelling of Airline Baggage Complaints Using Facebook Prophet: A Time Series Analysis.
.- Path Planning in Disaster Management Scenarios.
.- Analytics Methods, Tools & Techniques.
.- Machine Learning-Driven Feature Selection for Performance Analysis in Student Mental Health.
.- Utilizing Social Media for Understanding Public Opinion on Transportation in Indian Cities.
.- Classification of Various Iris Patterns of Amphibians using Geometric and Color Features.
.- Recognition of the Hornbill Eye's Iris using Bit Plane Processing, Un-Sharp Masking and High Boost Filtering.
.- Analyzing Post-Shopping Facial Expressions Unraveling Emotions for Enhanced Consumer Insights.
.- AI Based Energy Resources Management for PV/Wind/Diesel/Battery Hybrid System.
.- Unraveling the Complexity of Anti-Vax Concerns during the COVID-19 Pandemic.
.- Recommending influential authors using content-based filtering and network similarity-a case study on disease-related research.
.- An Examination of the Effectiveness of SMOTE-based Algorithms on Software Defect Prediction.
.- Development of An Essential Education Performance Prediction Tool Using Machine Learning.
.- Groundwater Quality Assessment of Indian Pumping Stations using Unsupervised Machine Learning and Cluster Analysis.
.- Predicting Performance of Players in the Knockouts of Cricket World Cup Based on Their Performance in League Matches Using Machine Learning.
.- Lung-UNet: A modified UNet-based DNN for COVID Lung Segmentation from Chest X-Ray and CT-Scan Images.
| Erscheint lt. Verlag | 25.12.2024 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | X, 267 p. 135 illus., 84 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Analytics • application of analytics for education • application of analytics for health • application of analytics for societal development • application of analytics in disaster management • Applications of analytics in business • applications of analytics in cybersecurity • applications of analytics in governance • applications of analytics in law and order • Artificial Intelligence • business process development with analytics • data collection • Data preprocessing • Data Visualization • Deep learning • Image Analytics • machine learning • Social Media Analytics • text analytics • Video Analytics |
| ISBN-10 | 3-031-75156-6 / 3031751566 |
| ISBN-13 | 978-3-031-75156-1 / 9783031751561 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
