Bio-inspired Neurocomputing

Front Matter ....Pages i-xii
 Performance Measurement of Various Hybridized Kernels for Noise Normalization and Enhancement in High-Resolution MR Images  (P. Naga Srinivasu, Valentina E. Balas, Norita Md. Norwawi)....Pages 1-24
 A Precise Analysis of Deep Learning for Medical Image Processing  (Sushruta Mishra, Hrudaya Kumar Tripathy, Biswa Acharya)....Pages 25-41
 Artificial Intelligence for Internet of Things and Enhanced Medical Systems  (Salome Oniani, Gonçalo Marques, Sophio Barnovi, Ivan Miguel Pires, Akash Kumar Bhoi)....Pages 43-59
 A Brief Review on Brain Tumour Detection and Classifications  (K. Sri Sabarimani, R. Arthi)....Pages 61-72
 Deep Learning Techniques for Electronic Health Record (EHR) Analysis  (T. Poongodi, D. Sumathi, P. Suresh, Balamurugan Balusamy)....Pages 73-103
 A Review on Psychological Brainwaves Behavior During Sleep: Causes and Diagnosis  (Santosh Kumar Satapathy, Akash Kumar Bhoi, D. Loganathan)....Pages 105-130
 A Classification Model Based on an Adaptive Neuro-fuzzy Inference System for Disease Prediction  (Ricky Mohanty, Sandeep Singh Solanki, Pradeep Kumar Mallick, Subhendu Kumar Pani)....Pages 131-149
 Stress and Depression in the Korean College Students: Mediated Effects of Self-differentiation and Self-efficacy  (Weon-Hee Moon, Jeong-Yeon Kim)....Pages 151-161
 An Automated Segmentation of Brain MR Image Through Fuzzy Recurrent Neural Network  (Jalluri Gnana SivaSai, P. Naga Srinivasu, Munjila Naga Sindhuri, Kola Rohitha, Sreesailam Deepika)....Pages 163-179
 Use of Deep Learning for Disease Detection and Diagnosis  (Sushruta Mishra, Anuttam Dash, Lambodar Jena)....Pages 181-201
 Review and Comparison of Commonly Used Activation Functions for Deep Neural Networks  (Tomasz Szandała)....Pages 203-224
 The hDEBSA Global Optimization Method: A Comparative Study on CEC2014 Test Function and Application to Geotechnical Problem  (Sukanta Nama, Apu Kumar Saha, Arijit Saha)....Pages 225-258
 Effects of Squats Exercise with EMS on Muscle Strength, Endurance, and Body Function  (Hye-im Han, Yu-Jin Jeong, Ha-yeong Sin, Dong-Yeop Lee, Ji-Heon Hong, Jin-Seop Kim et al.)....Pages 259-271
 Subscriber Location Prediction: A Neural Network Approach  (Smita Parija, Santosh Das)....Pages 273-282
 SVM Based Temporal Compression Techniques for Video Compression  (Anupama S. Budhewar, Dharmpal D. Doye)....Pages 283-296
 A Bio-Inspired Chicken Swarm Optimization-Based Fuel Cell System for Electric Vehicle Applications  (Neeraj Priyadarshi, Farooque Azam, Sandeep Singh Solanki, Amarjeet Kumar Sharma, Akash Kumar Bhoi, Dhafer Almakhles)....Pages 297-308
 The Effects of Stress and Organizational Commitment on Turnover Intention of Workers: The Moderated Mediation Effect of Organizational Communication  (Chang Seek Lee, Ha Young Jang, Eun Kyung Ryu)....Pages 309-320
 Recognition of Activities of Daily Living Based on a Mobile Data Source Framework  (Ivan Miguel Pires, Gonçalo Marques, Nuno M. Garcia, Francisco Flórez-Revuelta, Maria Canavarro Teixeira, Eftim Zdravevski et al.)....Pages 321-335
 Dynamic Programmable Clock Frequency Using Machine Learning Algorithms to Reduce Power Consumption in Wearables  (A. Ajin Roch, S. Karthik, R. Arthi)....Pages 337-347
 Solar Cell Parameter Extraction by Using Harris Hawks Optimization Algorithm  (Ashutosh Sharma, Akash Saxena, Shalini Shekhawat, Rajesh Kumar, Akhilesh Mathur)....Pages 349-379
 Classification of Microsoft Office Vulnerabilities: A Step Ahead for Secure Software Development  (Supriya Raheja, Geetika Munjal)....Pages 381-402
 Computational Neuroscience Models and Tools: A Review  (Parampreet Kaur, Gurjot Singh Gaba)....Pages 403-417
 Double Mediating Effects of Self-efficacy and Body Image in the Effect of Appearance Management Behavior on Life Satisfaction Among Old People  (Jung-Soon Bae, Yun-Jeong Kim, Sang-Jin Lee)....Pages 419-427