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ویرایش: 1st ed. نویسندگان: V. Suma, Noureddine Bouhmala, Haoxiang Wang سری: Lecture Notes on Data Engineering and Communications Technologies 53 ISBN (شابک) : 9789811552571, 9789811552588 ناشر: Springer Singapore;Springer سال نشر: 2021 تعداد صفحات: 975 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 39 مگابایت
کلمات کلیدی مربوط به کتاب محاسبات تکاملی و شبکه های پایدار موبایل: مجموعه مقالات ICECMSN 2020: مهندسی، مهندسی ارتباطات، شبکه ها، داده های بزرگ، تحلیل الگوریتم و پیچیدگی مسائل
در صورت تبدیل فایل کتاب Evolutionary Computing and Mobile Sustainable Networks: Proceedings of ICECMSN 2020 به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب محاسبات تکاملی و شبکه های پایدار موبایل: مجموعه مقالات ICECMSN 2020 نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب شامل مقالات پژوهشی منتخبی است که در کنفرانس بینالمللی محاسبات تکاملی و شبکههای پایدار موبایل (ICECMSN 2020)، که در مؤسسه فناوری Sir M. Visvesvaraya در 20-21 فوریه 2020 برگزار شد، ارائه شده است. بحث در مورد پیشرفتهای تکاملی فنآوریهای محاسباتی، از جمله الگوریتمهای هوش ازدحام و دیگر الگوریتمهای الگوریتم تکاملی که بهعنوان توصیفکنندههای پذیرفتهشده برای مجازیسازی، بهینهسازی و اتوماسیون شبکههای پایدار موبایل در حال ظهور هستند، این کتاب منبع ارزشمندی برای محققان در زمینه محاسبات تکاملی و شبکههای پایدار تلفن همراه است. p>
This book features selected research papers presented at the International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN 2020), held at the Sir M. Visvesvaraya Institute of Technology on 20–21 February 2020. Discussing advances in evolutionary computing technologies, including swarm intelligence algorithms and other evolutionary algorithm paradigms which are emerging as widely accepted descriptors for mobile sustainable networks virtualization, optimization and automation, this book is a valuable resource for researchers in the field of evolutionary computing and mobile sustainable networks.
Front Matter ....Pages i-xxii
Optimal Resource Sharing Amongst Device-to-Device Communication Using Particle Swarm Algorithm (H. M. Nethravathi, S. Akhila)....Pages 1-11
A Systemic Method of Nesting Multiple Classifiers Using Ensemble Techniques for Telecom Churn Prediction (J. Beschi Raja, G. Mervin George, V. Roopa, S. Sam Peter)....Pages 13-25
Hybrid Method in Identifying the Fraud Detection in the Credit Card (Pooja Tiwari, Simran Mehta, Nishtha Sakhuja, Ishu Gupta, Ashutosh Kumar Singh)....Pages 27-35
Real-Time Human Locator and Advance Home Security Appliances (Anand Kesharwani, Animesh Nag, Abhishek Tiwari, Ishu Gupta, Bharti Sharma, Ashutosh Kumar Singh)....Pages 37-49
A Novel Implementation of Haptic Robotic Arm (A. Kavitha, P. Sangeetha, Aijaz Ali Khan, K. N. Chandana)....Pages 51-59
A Survey on Partially Occluded Faces (Shashank M. Athreya, S. P. Shreevari, B. S. Aradhya Siddesh, Sandeep Kiran, H. T. Chetana)....Pages 61-67
Some Effective Techniques for Recognizing a Person Across Aging (Mrudula Nimbarte, Madhuri Pal, Shrikant Sonekar, Pranjali Ulhe)....Pages 69-77
A Comprehensive Survey on Federated Cloud Computing and its Future Research Directions (S. R. Shishira, A. Kandasamy)....Pages 79-88
Decoy Technique for Preserving the Privacy in Fog Computing (K. P. Bindu Madavi, P. Vijayakarthick)....Pages 89-94
Design of Book Recommendation System Using Sentiment Analysis (Addanki Mounika, S. Saraswathi)....Pages 95-101
Review of Python for Solar Photovoltaic Systems (R. Sivapriyan, D. Elangovan, Kavyashri S. N. Lekhana)....Pages 103-112
Data Exploratory Analysis for Classification in Machine Learning Algorithms (Jesintha Bala Chandrasekar, Shivakumar Murugesh, Vasudeva Rao Prasadula)....Pages 113-125
Keystroke Dynamics for User Verification (Ashwini Sridhar, H. R. Mamatha)....Pages 127-136
Activity Prediction for Elderly Using Radio-Frequency Identification Sensors (Prashant Giridhar Shambharkar, Sparsh Kansotia, Suraj Sharma, Mohammad Nazmud Doja)....Pages 137-151
The Role of Predictive Data Analytics in Retailing (Mohammed Juned Shaikh Shabbir, C. M. Mankar)....Pages 153-159
High-Performance Digital Logic Circuit Realization Using Differential Cascode Voltage Switch Logic (DCVSL) (S. S. Kavitha, Narasimha Kaulgud)....Pages 161-170
Analysis and Classification of Ripped Tobacco Leaves Using Machine Learning Techniques (M. T. Thirthe Gowda, J. Chandrika)....Pages 171-180
Next-Generation WSN for Environmental Monitoring Employing Big Data Analytics, Machine Learning and Artificial Intelligence (Rumana Abdul Jalil Shaikh, Harikumar Naidu, Piyush A. Kokate)....Pages 181-196
Generating Automobile Images Dynamically from Text Description (N. Sindhu, H. R. Mamatha)....Pages 197-211
Body Mass Index Implications Using Data Analysis in the Soccer Sports (Akash Dasmondal, P. K. Nizar Banu)....Pages 213-227
Biogeography-Based Optimization Technique for Optimal Design of IIR Low-Pass Filter and Its FPGA Implementation (K. Susmitha, V. Karthik, S. K. Saha, R. Kar)....Pages 229-237
Invasive Weed Optimization-Based Optimally Designed High-Pass IIR Filter and Its FPGA Implementation (V. Karthik, K. Susmitha, S. K. Saha, R. Kar)....Pages 239-247
Identification of Online Auction Bidding Robots Using Machine Learning (Pooja Maan, R. Eswari)....Pages 249-260
Machine Learning-Based Green and Energy Efficient Traffic Grooming Architecture for Next Generation Cellular Networks (Deepa Naik, Pothumudi Sireesha, Tanmay De)....Pages 261-269
Robust Image Encryption in Transform Domain Using Duo Chaotic Maps—A Secure Communication (S. Aashiq Banu, M. S. Sucharita, Y. Leela Soundarya, Lankipalli Nithya, R. Dhivya, Amirtharajan Rengarajan)....Pages 271-281
Analysis of Attention Deficit Hyperactivity Disorder Using Various Classifiers (Hensy K. George, P. K. Nizar Banu)....Pages 283-296
A Technique to Detect Wormhole Attack in Wireless Sensor Network Using Artificial Neural Network (Moirangthem Marjit Singh, Nishigandha Dutta, Thounaojam Rupachandra Singh, Utpal Nandi)....Pages 297-307
A Survey on Methodologies and Algorithms for Mutual Authentication in IoT Devices (Rashmi R. Sonth, Y. R. Pranamya, N. Harish Kumar, G. Deepak)....Pages 309-315
Emotion Scanning of the World’s Best Colleges Using Real-Time Tweets (Sanjay Kumar, Yash Saini, Vishal Bachchas, Yogesh Kumar)....Pages 317-323
Generating Feasible Path Between Path Testing and Data Flow Testing (C. P. Indumathi, A. Ajina)....Pages 325-335
Soft Constraints Handling for Multi-objective Optimization (Md. Shahriar Mahbub, Fariha Tahsin Chowdhury, Anika Salsabil)....Pages 337-348
Parking Management System Using Internet of Things (Aditya Sarin, Deveshi Thanawala)....Pages 349-362
Machine Learning based Restaurant Revenue Prediction (G. P. Sanjana Rao, K. Aditya Shastry, S. R. Sathyashree, Shivani Sahu)....Pages 363-371
Solving Multi-objective Fixed Charged Transportation Problem Using a Modified Particle Swarm Optimization Algorithm (Gurwinder Singh, Amarinder Singh)....Pages 373-386
Binomial Logistic Regression Resource Optimized Routing in MANET (M. Ilango, A. V. Senthil Kumar, Amit Dutta)....Pages 387-398
A Lightweight Approach for Policy-Based Messaging (P. P. Abdul Haleem)....Pages 399-409
A Lightweight Effective Randomized Caesar Cipher Algorithm for Security of Data (Vardaan Sharma, Sahil Jalwa, Abdur Rehman Siddiqi, Ishu Gupta, Ashutosh Kumar Singh)....Pages 411-419
RPL-Based Hybrid Hierarchical Topologies for Scalable IoT Applications (Animesh Giri, D. Annapurna)....Pages 421-430
A Quick Survey of Security and Privacy Issues in Cloud and a Proposed Data-Centric Security Model for Data Security (Abraham Ekow Dadzie, Shri Kant)....Pages 431-443
Homo Sapiens Diabetes Mellitus Detection and Classification (Anu Agarwal, Anjay Sahoo, Indrashis Das, Siddharth S. Rautaray, Manjusha Pandey)....Pages 445-454
Learning Platform and Smart Assistant for Students (R. Rashmi, Sharan Rudresh, V. A. Sheetal, Dexler information Solutions Pvt Limited)....Pages 455-464
Eye Disease Detection Using YOLO and Ensembled GoogleNet (Saikiran Gogineni, Anjusha Pimpalshende, Suryanarayana Goddumarri)....Pages 465-482
Comparative Analysis of MCT Load Balancing Approach in Cloud Computing Environment (Shabina Ghafir, M. Afshar Alam, Ranjit Biswas)....Pages 483-491
A Comparative Study of Text Classification and Missing Word Prediction Using BERT and ULMFiT (Praveenkumar Katwe, Aditya Khamparia, Kali Prasad Vittala, Ojas Srivastava)....Pages 493-502
Data Formats and Its Research Challenges in IoT: A Survey (Sandeep Mahanthappa, B. R. Chandavarkar)....Pages 503-515
Software Fault Prediction Using Cross-Validation (Yeresime Suresh)....Pages 517-525
Implementation of Recommendation System and Technology for Villages Using Machine Learning and IoT (B. Achyuth, S. Manasa)....Pages 527-542
IoT Based Inventory Management System with Recipe Recommendation Using Collaborative Filtering (Atharva S. Devasthali, Adinath J. Chaudhari, Someshkumar S. Bhutada, Snehal R. Doshi, Vaishali P. Suryawanshi)....Pages 543-550
Survey Paper on Smart Veggie Billing System (T. V. Niteesh, B. Y. Lohith, Y. M. Gopalakrishna, R. Ashok Kumar, J. Nagaraj)....Pages 551-557
An Optimized Approach for Virtual Machine Live Migration in Cloud Computing Environment (Ambika Gupta, Priti Dimri, R. M. Bhatt)....Pages 559-568
Digital Image Retrieval Based on Selective Conceptual Based Features for Important Documents (Premanand Ghadekar, Sushmita Kaneri, Adarsh Undre, Atul Jagtap)....Pages 569-579
A Novel Repair and Maintenance Mechanism for ‘Integrated Circuits’ of Ubiquitous IoT Devices by Performing Virtual IC Inspection Based on ‘Light Field Technology’ (Vijay A. Kanade)....Pages 581-590
Evolutionary Optimization of Spatial Light Modulator for Advanced Wavefront Control in an Optically Addressable ‘Electric See-Through Skin’ (Vijay A. Kanade)....Pages 591-603
Retrieval of Videos of Flowers Using Deep Features (V. K. Jyothi, D. S. Guru, N. Vinay Kumar, V. N. Manjunath Aradhya)....Pages 605-614
Analysis of Students Performance Using Learning Analytics—A Case Study (Manjula Sanjay Koti, Samyukta D. Kumta)....Pages 615-625
A Case Study on Distributed Consensus Problem on Cloud-Based Systems (Ganeshayya Shidaganti, Ritu Pravakar, M. Shirisha, H. R. Samyuktha)....Pages 627-636
An IoT Framework for Healthcare Monitoring and Machine Learning for Life Expectancy Prediction (Anna Merine George, Anudeep Nagaraja, L. Ananth Naik, J. Naresh)....Pages 637-644
A Study on Discernment of Fake News Using Machine Learning Algorithms ( Utkarsh, Sujit, Syed Nabeel Azeez, B. C. Darshan, H. A. Chaya Kumari)....Pages 645-657
Detection of Diseased Plants by Using Convolutional Neural Network (M. Maheswari, P. Daniel, R. Srinivash, N. Radha)....Pages 659-671
Emoticon: Toward the Simulation of Emotion Using Android Music Application (Aditya Sahu, Anuj Kumar, Akash Parekh)....Pages 673-681
Multi-document Text Summarization Tool (Richeeka Bathija, Pranav Agarwal, Rakshith Somanna, G. B. Pallavi)....Pages 683-691
Cognitive Computing Technologies, Products, and Applications (N. Divyashree, Prasad K. S. Nandini)....Pages 693-701
Breast Cancer Prognosis Using Machine Learning Techniques and Genetic Algorithm: Experiment on Six Different Datasets (S. Jijitha, Thangavel Amudha)....Pages 703-711
Detection Classification and Cutting of Fruits and Vegetables Using Tensorflow Algorithm (Rupal Mayo Diline D’Souza, S. R. Deepthi, K. Aarya Shri)....Pages 713-720
Detection of Counterfeit Cosmetic Products Using Image Processing and Text Extraction (Siddharth Mehta, Prajakta Divekar, Aditi Kolambekar, Amol Deshpande)....Pages 721-736
Multiclass Weighted Associative Classifier with Application-Based Rule Selection for Data Gathered Using Wireless Sensor Networks (Disha J. Shah, Neetu Agarwal)....Pages 737-745
Void-Aware Routing Protocols for Underwater Communication Networks: A Survey (Pradeep Nazareth, B. R. Chandavarkar)....Pages 747-760
A Comprehensive Survey on Content Analysis and Its Challenges (Ankitha A. Nayak, L. Dharmanna)....Pages 761-771
Applications of Blockchain and Smart Contract for Sustainable Tourism Ecosystems (Jaehun Joo, Joungkoo Park, Yuming Han)....Pages 773-780
Friendship and Location-Based Routing in Delay Tolerant Networks (Nidhi Sonkar, Sudhakar Pandey, Sanjay Kumar)....Pages 781-789
Fake Account Detection Using Machine Learning (Priyanka Kondeti, Lakshmi Pranathi Yerramreddy, Anita Pradhan, Gandharba Swain)....Pages 791-802
Multi-objective Task Scheduling Using Chaotic Quantum-Behaved Chicken Swarm Optimization (CQCSO) in Cloud Computing Environment (G. Kiruthiga, S. Mary Vennila)....Pages 803-814
ARIMA for Traffic Load Prediction in Software Defined Networks (Sarika Nyaramneni, Md Abdul Saifulla, Shaik Mahboob Shareef)....Pages 815-824
Improved Logistic Map Based Algorithm for Biometric Image Encryption (Mahendra Patil, Avinash Gawande, D. Shelke Ramesh)....Pages 825-835
Data Security System for A Bank Based on Two Different Asymmetric Algorithms Cryptography (Md. Ashiqul Islam, Aysha Akter Kobita, Md. Sagar Hossen, Laila Sultana Rumi, Rafat Karim, Tasfia Tabassum)....Pages 837-844
Digital Signature Authentication Using Asymmetric Key Cryptography with Different Byte Number (Md. Sagar Hossen, Tasfia Tabassum, Md. Ashiqul Islam, Rafat Karim, Laila Sultana Rumi, Aysha Akter Kobita)....Pages 845-851
Digital Signature Authentication for a Bank Using Asymmetric Key Cryptography Algorithm and Token Based Encryption (Rafat Karim, Laila Sultana Rumi, Md. Ashiqul Islam, Aysha Akter Kobita, Tasfia Tabassum, Md. Sagar Hossen)....Pages 853-859
Accuracy Analysis of Similarity Measures in Surprise Framework (Sanket Kamta, Vijay Verma)....Pages 861-873
Computational Method for Cotton Plant Disease Detection of Crop Management Using Deep Learning and Internet of Things Platforms (Bhushan V. Patil, Pravin S. Patil)....Pages 875-885
Foot Ulcer and Acute Respiratory Distress Detection System for Diabetic Patients (M. S. Divya Rani, T. K. Padma Gayathri, Sree Lakshmi, E. Kavitha)....Pages 887-897
Cluster-Based Prediction of Air Quality Index (H. L. Shilpa, P. G. Lavanya, Suresha Mallappa)....Pages 899-915
A Memetic Evolutionary Algorithm-Based Optimization for Competitive Bid Data Analysis (Pritam Roy)....Pages 917-925
Tunable Access Control for Data Sharing in Cloud (S. Sabitha, M. S. Rajasree)....Pages 927-937
Methodology for Implementation of Building Management System Using IoT (Ankita Harkare, Vasudha Potdar, Abhishek Mishra, Akshay Kekre, Hitesh Harkare)....Pages 939-948
A Brief Understanding of Blockchain-Based Healthcare Service Model Over a Remotely Cloud-Connected Environment (Subhasis Mohapatra, Smita Parija)....Pages 949-955
Ensemble Learning-Based EEG Feature Vector Analysis for Brain Computer Interface (Md. Sadiq Iqbal, Md. Nasim Akhtar, A. H. M. Shahariar Parvez, Subrato Bharati, Prajoy Podder)....Pages 957-969
Cluster-Based Data Aggregation in Wireless Sensor Networks: A Bayesian Classifier Approach (Lokesh B. Bhajantri, Basavaraj G. Kumbar)....Pages 971-980
An Optimized Hardware Neural Network Design Using Dynamic Analytic Regulated Configuration (V. Parthasarathy, B. Muralidhara, Bhagwan ShreeRam, M. J. Nagaraj)....Pages 981-990
Conceptual Online Education Using E-Learning Platform of Cloud Computing (Vivek Sharma, Akhilesh Kumar Singh, Manish Raj)....Pages 991-997
Efficient Deployment of a Web Application in Serverless Environment (Vivek Sharma, Akhilesh Kumar Singh, Manish Raj)....Pages 999-1004
Back Matter ....Pages 1005-1008