Advances in Computing and Network Communications

Advances in Computing and Network Communications

Proceedings of CoCoNet 2020, Volume 2

Atiquzzaman, Mohammed; Chaudhary, Vipin; Li, Kuan-Ching; Gelenbe, Erol; Thampi, Sabu M.

Springer Verlag, Singapore

06/2022

611

Mole

Inglês

9789813369894

15 a 20 dias

955

Descrição não disponível.
Part 1: Machine Learning, Visual Computing and Signal Processing.- Chapter 1. Computational Reconstructions of Extracellular Action Potentials and Local Field Potentials of a Rat Cerebellum using Point Neurons.- Chapter 2. Iris Recognition using Integer Wavelet Transform and Log Energy Entropy.- Chapter 3. Deep Learning Based Approach for Skin Burn Detection with Multi-level Classification.- Chapter 4. Semantic Retrieval of Microbiome Information Based on Deep Learning.- Chapter 5. Early Detection of Covid-19 on CT Scans Using Deep Learning Techniques.- Chapter 6. Towards Protein Tertiary Structure Prediction using LSTM/BLSTM.- Chapter 7. An Android Based Smart Home Automation System in Native Language.- Chapter 8. Live Acoustic Monitoring of Forests to Detect Illegal Logging and Animal Activity.- Chapter 9. CATS: Cluster-Aided Two-Step Approach for Anomaly Detection in Smart Manufacturing.- Chapter 10. Prediction of Energy Consumption using Statistical and Machine Learning Methods and Analysing the Significance of Climate and Holidays in the Demand Prediction.- Chapter 11. Ranking of Educational Institutions based on user priorities using AHP-PROMETHEE Approach.- Chapter 12. Using AUDIT Scores to Identify Synbiotic Supplement Effect in High Risk Alcoholics.- Chapter 13. Accurate Identification of Cardiac Arrhythmia using Machine Learning Approaches.- Chapter 14. Learning based Macro Nutrient Detection Through Plant Leaf.- Chapter 15. Characteristics of Karawitan Musicians' Brain: sLORETA Investigation.
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Communication Networks;Cloud and Big Data Analytics;Cognitive Computing;Distributed Cyber-Physical Systems;Image and Vision Computing;Energy-efficient Pervasive Computing;Large Data Set Computations;Machine Learning and Cybernetics;Distributed Multimedia Systems;Nature Inspired Computing;Web Algorithms and Systems;Security, Trust and Privacy;Assistive Technologies