توضیحاتی در مورد کتاب :
این کتاب مقالات پژوهشی منتخبی را در مورد پیشرفتهای جاری در زمینه محاسبات نرم و پردازش سیگنال از کنفرانس بینالمللی محاسبات نرم و پردازش سیگنال (ICSCSP 2018) ارائه میکند. این شامل مقالاتی در مورد موضوعات جاری مانند مجموعههای نرم، مجموعههای ناهموار، منطق فازی، شبکههای عصبی، الگوریتمهای ژنتیک و یادگیری ماشین است که در مورد جنبههای مختلف این موضوعات، مانند فناوری، اجرای محصول، تحقیقات معاصر و همچنین مسائل کاربردی بحث میکند.
فهرست مطالب :
Front Matter ....Pages i-xxii
A New Method for the Spectral Analysis of Unevenly Sampled Time Series (Steven M. Boswell, Alexandra L. Boghosian)....Pages 1-13
Analysis of Early Detection of Emerging Patterns from Social Media Networks: A Data Mining Techniques Perspective (Yadala Sucharitha, Y. Vijayalata, V. Kamakshi Prasad)....Pages 15-25
Initial Centroids for K-Means Using Nearest Neighbors and Feature Means (Muddana A. Lakshmi, Gera Victor Daniel, D. Srinivasa Rao)....Pages 27-34
Secured Cluster-Based Distributed Fault Diagnosis Routing for MANET (Vani Garikipati, N. Naga Malleswara Rao)....Pages 35-51
A Comparative Analysis of Unequal Clustering-Based Routing Protocol in WSNs (Tanmay Biswas, Sushil Kumar, Tapaswini Singh, Kapil Gupta, Deepika Saxena)....Pages 53-62
YouTube Video Ranking by Aspect-Based Sentiment Analysis on User Feedback (Ganpat Singh Chauhan, Yogesh Kumar Meena)....Pages 63-71
Diet Recommendation to Respiratory Disease Patient Using Decision-Making Approach (Prashant Gaurav, Sanjay Kumar Dubey)....Pages 73-81
Detection of False Positive Situation in Review Mining (Devottam Gaurav, Jay Kant Pratap Singh Yadav, Rohit Kumar Kaliyar, Ayush Goyal)....Pages 83-90
Optimization of Cloud Datacenter Using Heuristic Strategic Approach (Biswajit Nayak, Sanjay Kumar Padhi, Prasant Kumar Pattnaik)....Pages 91-100
Blockchain Technology for Decentralized Data Storage on P2P Network (Akshay Raul, Shwetha Kalyanaraman, Kshitij Yerande, Kailas Devadkar)....Pages 101-110
Comparative Analysis of Clustering Algorithms with Heart Disease Datasets Using Data Mining Weka Tool (Sarangam Kodati, R. Vivekanandam, G. Ravi)....Pages 111-117
A Machine Learning Approach for Web Intrusion Detection: MAMLS Perspective (Rajagopal Smitha, K. S. Hareesha, Poornima Panduranga Kundapur)....Pages 119-133
White Blood Cell Classification Using Convolutional Neural Network (Mayank Sharma, Aishwarya Bhave, Rekh Ram Janghel)....Pages 135-143
Analysis of Mobile Environment for Ensuring Cyber-Security in IoT-Based Digital Forensics (G. Maria Jones, S. Godfrey Winster, S. V. N. Santhosh Kumar)....Pages 145-152
Payment Security Mechanism of Intelligent Mobile Terminal (Seshathiri Dhanasekaran, Baskar Kasi)....Pages 153-164
Hybrid Neuro-fuzzy Method for Data Analysis of Brain Activity Using EEG Signals (Rajalakshmi Krishnamurthi, Mukta Goyal)....Pages 165-173
Gait Recognition Using J48-Based Identification with Knee Joint Movements (Jyoti Rana, Nidhi Arora, Dilendra Hiran)....Pages 175-186
Cyber Intelligence Alternatives to Offset Online Sedition by in-Website Image Analysis Through WebCrawler Cyberforensics (N. Santhoshi, K. Chandra Sekharaiah, K. Madan Mohan, S. Ravi Kumar, B. Malathi)....Pages 187-199
Deep Convolutional Neural Network-Based Diabetic Retinopathy Detection in Digital Fundus Images (S. Saranya Rubini, R. Saai Nithil, A. Kunthavai, Ashish Sharma)....Pages 201-209
A Framework for Semantic Annotation and Mapping of Sensor Data Streams Based on Multiple Linear Regression (K. Vijayaprabakaran, K. Sathiyamurthy)....Pages 211-222
Cyclostationarity Analysis of GPS Signals for Spoofing Detection (R. Lakshmi, S. M. Vaitheeswaran, K. Pargunarajan)....Pages 223-232
Implementation of Fingerprint-Based Authentication System Using Blockchain (Dipti Pawade, Avani Sakhapara, Melvita Andrade, Aishwarya Badgujar, Divya Adepu)....Pages 233-242
NSGLTLBOLE: A Modified Non-dominated Sorting TLBO Technique Using Group Learning and Learning Experience of Others for Multi-objective Test Problems (Jatinder Kaur, Surjeet Singh Chauhan, Pavitdeep Singh)....Pages 243-251
Homomorphic Encryption Scheme for Data Security in Cloud Using Compression Technique (D. K. Chandrashekar, K. C. Srikantaiah, K. R. Venugopal)....Pages 253-260
Efficient Query Clustering Technique and Context Well-Informed Document Clustering (Manukonda Sumathi Rani, Geddati China Babu)....Pages 261-271
Motif Shape Primitives on Fibonacci Weighted Neighborhood Pattern for Age Classification (P. Chandra Sekhar Reddy, P. Vara Prasad Rao, P. Kiran Kumar Reddy, M. Sridhar)....Pages 273-280
A Novel Virtual Tunneling Protocol for Underwater Wireless Sensor Networks (A. M. Viswa Bharathy, V. Chandrasekar)....Pages 281-289
Garbage Monitoring System Using Internet of Things (Arpan Patel, Nehal Patel)....Pages 291-298
Mobile Learning Recommender System Based on Learning Styles (Shivam Saryar, Sucheta V. Kolekar, Radhika M. Pai, M. M. Manohara Pai)....Pages 299-312
Privacy Sustaining Constant Length Ciphertext-Policy Attribute-Based Broadcast Encryption (G. Sravan Kumar, A. Sri Krishna)....Pages 313-324
A Comprehensive Study of Challenges and Issues in Cloud Computing (Shadab Siddiqui, Manuj Darbari, Diwakar Yagyasen)....Pages 325-344
Comparative Analysis of Major Jacobian and Gradient Backpropagation Optimizers of ANN on SVPWM (Neeraj Seth, Ashish Ubrani, Sneha Mane, Faruk A. S. Kazi)....Pages 345-357
Minimization of Energy Consumption in Wireless Sensor Networks by Using a Special Mobile Agent (S. Shanthi, Padmalaya Nayak, Sujatha Dandu)....Pages 359-368
Improved Wisdom of Crowds Heuristic for Solving Sudoku Puzzles (Neeraj Pathak, Rajeev Kumar)....Pages 369-377
An End-to-End Secure and Energy-Aware Routing Mechanism for IoT-Based Modern Health Care System (R. Nidhya, S. Karthik, G. Smilarubavathy)....Pages 379-388
Internet of Things: Present State of the Art, Applications, Protocols and Enabling Technologies (A. Anjaiah, A. Govardhan, M. Vazralu)....Pages 389-398
Implementation of Multithreaded BFS Using Bag Data Structure (Hemalatha Eedi, Mohd Abdul Rasheed)....Pages 399-408
Context-Aware Agents for IoT Services (K. Deeba, RA. K. Saravanaguru)....Pages 409-417
Multicriteria-Based Ranking Framework for Measuring Performance of Cloud Service Providers (K. S. Sendhil Kumar, N. Jaisankar)....Pages 419-427
An Optimized Computer Vision and Image Processing Algorithm for Unmarked Road Edge Detection (Jayalakshmi Annamalai, C. Lakshmikanthan)....Pages 429-437
Performance Analysis of EMTCMOS Technique-Based D Flip-Flop Design at Varied Supply Voltages and Distinct Submicron Technology (Patikineti Sreenivasulu)....Pages 439-448
Error Detection Using Counting Technique in Low-Power VLSI (Kumud Kumar Bhardwaj, T. Swapna Rani)....Pages 449-456
Adaptive Sampling Rate Converter for Wireless Sensor Networks (P. Swetha, S. Srinivasa Rao, P. Chandrasekhar Reddy)....Pages 457-466
Improvement of Signal-to-Noise Ratio for MST Radar Using Weighted Semi-parametric Algorithm (C. Raju, T. Sreenivasulu Reddy)....Pages 467-476
A Robust DCT-SVD Based Video Watermarking Using Zigzag Scanning (K. Meenakshi, K. Swaraja, Padmavathi Kora)....Pages 477-485
Digitization and Parameter Extraction of Preserved Paper Electrocardiogram Records (Rupali Patil, Ramesh Karandikar)....Pages 487-495
Segmentation and Classification of CT Renal Images Using Deep Networks (Anil Kumar Reddy, Sai Vikas, R. Raghunatha Sarma, Gurudat Shenoy, Ravi Kumar)....Pages 497-506
A Novel Traffic Sign Recognition System Combining Viola–Jones Framework and Deep Learning (Ajay Jose, Harish Thodupunoori, Binoy B. Nair)....Pages 507-517
Detection of Cardiac Arrhythmia Using Convolutional Neural Network (Padmavathi Kora, K. Meenakshi, K. Swaraja)....Pages 519-526
Dual-Function Radar-Communication Using Neural Network (K. S. Anjali, G. Prabha)....Pages 527-539
Patient Nonspecific Epilepsy Detection Using EEG (Sandeep Banerjee, Varun Alur, Divya Shah)....Pages 541-548
Power Efficient PUF-Based Random Reseeding True Random Number Generator (Anirudh Siripragada, R. Shiva Prasad, N. Mohankumar)....Pages 549-559
Edge Cut Dual-Band Slot Antenna for Bluetooth/WLAN and WiMAX Applications (J. Rajeshwar Goud, N. V. Koteswara Rao, A. Mallikarjuna Prasad)....Pages 561-570
A Complete End-to-End System for Iris Recognition to Mitigate Replay and Template Attack (Richa Gupta, Priti Sehgal)....Pages 571-582
Tampering Detection in Digital Audio Recording Based on Statistical Reverberation Features (Tejas Bhangale, Rashmika Patole)....Pages 583-591
Acoustic Scene Identification for Audio Authentication (Meenal Narkhede, Rashmika Patole)....Pages 593-602
Retinal Blood Vessel Extraction Using Morphological Operators and Kirsch’s Template (Jyotiprava Dash, Nilamani Bhoi)....Pages 603-611
Wire Load Variation-Based Hardware Trojan Detection Using Machine Learning Techniques (N. Suresh Babu, N. Mohankumar)....Pages 613-623
A Neural Network Approach for Content-Based Image Retrieval Using Moments of Image Transforms (D. Kishore, S. Srinivas Kumar, Ch. Srinivasa Rao)....Pages 625-633
Probe-Fed Wideband Implantable Microstrip Patch Antenna for Biomedical and Telemetry Applications (Komal Jaiswal, Ankit Kumar Patel, Shekhar Yadav, Sweta Singh, Ram Suchit Yadav, Rajeev Singh)....Pages 635-642
Mapping Urban Ecosystem Services Using Synthetic-Aperture Radar (SAR) Images from Satellite Data for Rural Microgrids in India (Prem Raheja, Surmeet Kaur Jhajj, Purva Jhaveri, Jignesh Sisodia)....Pages 643-653
Analysis of Denoising Filters for Source Identification Using PRNU Features (Nadia Siddiqui, Syeda Shira Moin, Saiful Islam)....Pages 655-663
Advanced Protection for Automobiles Using MSP430 (C. Ravi Shankar Reddy, V. Siva Kumar Reddy, T. Vinay Simha Reddy, P. Sanjeeva Reddy)....Pages 665-672
Performance Analysis of KNN Classifier with Various Distance Metrics Method for MRI Images (Karthick Ganesan, Harikumar Rajaguru)....Pages 673-682
Comparison of Low Current Mismatch CMOS Charge Pumps for Analog PLLs Using 180 nm Technology (Alan Saldanha, Vijil Gupta, Vinod Kumar Joshi)....Pages 683-692
Optimized Node Swapping for Efficient Energy Usage in Heterogeneous Network (Satyanarayan K. Padaganur, Jayashree D. Mallapur)....Pages 693-701
Content-Based Video Shot Boundary Detection Using Multiple Haar Transform Features (D. Asha, Y. Madhavee Latha)....Pages 703-713
An Analysis of IPv6 Protocol Implementation for Secure Data Transfer in Cloud Computing (Anitha Patibandla, G. S. Naveen Kumar, Anusha Meneni)....Pages 715-721
Anomaly Detection in Crowd Using Optical Flow and Textural Feature (Pranali Ingole, Vibha Vyas)....Pages 723-732
Automatic Tonic (Shruti) Identification System for Indian Classical Music (Mahesh Y. Pawar, Shrinivas Mahajan)....Pages 733-742
Single-Plane Scene Classification Using DeepConvolution Features (Nikhil Damodaran, V. Sowmya, D. Govind, K. P. Soman)....Pages 743-752
A Novel Methodology for Multiplication of Three n-Bit Binary Numbers (Anirban Mukherjee, Niladri Hore, Vinay Kumar)....Pages 753-759
Speed-Breaker Early Warning System Using 77 GHz Long-Range Automotive Radar (Umarani Deevela, Swapna Raghunath, Srinivasa Rao Katuri)....Pages 761-768
Face Recognition using InvariantFeatureVectorsandEnsemble of Classifiers (A. Vinay, Abhijay Gupta, Harsh Garg, Aprameya Bharadwaj, Arvind Srinivas, K. N. Balasubramanya Murthy et al.)....Pages 769-779
Pattern and Frequency Reconfigurable MSA for Wireless Applications (Deeplaxmi V. Niture, Chandrakant S. Patond, S. P. Mahajan)....Pages 781-791
Feature Fusion and Classification of EEG/EOG Signals (Ayushi Mishra, Vikrant Bhateja, Aparna Gupta, Apoorva Mishra, Suresh Chandra Satapathy)....Pages 793-799
High-Efficiency Video Coding De-blocking Filter: Through Content-Split Block Search Algorithm (Perla Anitha, P. Sudhakara Reddy, M. N. Giri Prasad)....Pages 801-809
Key Frame Extraction Using Content Relative Thresholding Technique for Video Retrieval (K. Mallikharjuna Lingam, V. S. K. Reddy)....Pages 811-820
Back Matter ....Pages 821-823
توضیحاتی در مورد کتاب به زبان اصلی :
The book presents selected research papers on current developments in the field of soft computing and signal processing from the International Conference on Soft Computing and Signal Processing (ICSCSP 2018). It includes papers on current topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, discussing various aspects of these topics, like technological, product implementation, contemporary research as well as application issues.