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Advanced Computing and Intelligent Technologies, 1st ed. 2022 Proceedings of ICACIT 2021 Lecture Notes in Networks and Systems Series, Vol. 218

Langue : Anglais

Coordonnateurs : Bianchini Monica, Piuri Vincenzo, Das Sanjoy, Shaw Rabindra Nath

Couverture de l’ouvrage Advanced Computing and Intelligent Technologies

This book gathers selected high-quality research papers presented at International Conference on Advanced Computing and Intelligent Technologies (ICACIT 2021) held at NCR New Delhi, India, during March 20?21, 2021, jointly organized by Galgotias University, India, and Department of Information Engineering and Mathematics Università Di Siena, Italy. It discusses emerging topics pertaining to advanced computing, intelligent technologies, and networks including AI and machine learning, data mining, big data analytics, high-performance computing network performance analysis, Internet of things networks, wireless sensor networks, and others. The book offers a valuable asset for researchers from both academia and industries involved in advanced studies.

Chapter 1. Recent Trends in Electromyography Signal Processing of Neuromuscular Diseases: An Outlook.- Chapter 2. Conceptualization, Visualization and Modeling of Ontologies for Elementary Kinematics.- Chapter 3. A Deep Neural approach towards Staining and Tinting of Monochrome Images.- Chapter 4. Evaluation of IoT based Automatic Headlight Dimmer Systems.- Chapter 5. Enhanced Energy Efficient Fuzzy Logic Clustering and Network Coding Strategy for Wireless Sensor Networks (EEE-FL-NC).- Chapter 6. Malware Classification using Automated Transmutation and CNN.- Chapter 7. Content-Based Image Retrieval using Energy Based Frequency Domain Features.- Chapter 8. Decision Tree Based Event Detection Framework for UWSN Routing to Optimize Energy Consumption During Transmission.- Chapter 9. Recognizing Child Unsafe Apps through User Reviews on the Google Play store.- Chapter 10. Brain Tumor Classification Using Deep Learning and Big Data Analytics.- Chapter 11. Drone Stability Simulation Using Ros And Gazebo.- Chapter 12. Knowledge Management framework for the supervision of IT postgraduate research in Sri Lanka.- Chapter 13. RFM-based Customer Analysis and Product Recommendation System.- Chapter 14. Efficient Hardware Trojan Detection using Generic Feature Extraction and Weighted Ensemble Method.- Chapter 15. An Approach for Offline Handwritten Character Shape Reconstruction Using Active Contour and Morphological Techniques.

Monica Bianchini received the Laurea cum laude in Mathematics and the Ph.D. degree in Computer Science from the University of Florence, Italy, in 1989 and 1995, respectively. After receiving the Laurea, for two years, she was involved in a joint project of Bull HN Italia and the Department of Mathematics (University of Florence), aimed at designing parallel software for solving differential equations. From 1992 to 1998, she was a Ph.D. student and a Postdoc Fellow with the Computer Science Department of the University of Florence. Since 1999, she has been with the University of Siena, where she is currently Associate Professor at the Information Engineering and Mathematics Department. Her main research interest is in the field of artificial intelligence & applications, machine learning, with emphasis on neural networks for structured data and deep learning, approximation theory, information retrieval, bioinformatics, and image processing. M. Bianchini has authored more than seventy papers and has been Editor of books and special issues on international journals in her research field. She has been a participant in many research projects focused on machine learning and pattern recognition, founded by both Italian Ministry of Education (MIUR) and University of Siena (PAR scheme), and she has been involved in the organization of several scientific events, including the NATO Advanced Workshop on Limitations and Future Trends in Neural Computation (2001), the 8th AI*IA Conference (2002), GIRPR 2012, the 25th International Symposium on Logic-Based Program Synthesis and Transformation, and the ACM International Conference on Computing Frontiers 2017. Prof. Bianchini served as  Associate Editor for IEEE Transactions on Neural Networks (2003-09), Neurocomputing (from 2002), and Int. J. of Computers in Healthcare (from 2010). She is Permanent Member of the Editorial Board of IJCNN, ICANN, ICPR, ICPRAM, ESANN, ANNPR, and KES.

 

Vincenzo Piuri&n
Presents high-quality research papers in advanced computing and intelligent technologies Features the outcomes of ICACIT 2021 held in New Delhi, India Serves as a reference resource for researchers and practitioners in academia and industry

Date de parution :

Ouvrage de 649 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

210,99 €

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