LEADER 09010nam 2200637 450 001 9910683349403321 005 20231204235342.0 010 $a981-9900-71-9 024 7 $a10.1007/978-981-99-0071-8 035 $a(MiAaPQ)EBC7218113 035 $a(Au-PeEL)EBL7218113 035 $a(OCoLC)1373988652 035 $a(DE-He213)978-981-99-0071-8 035 $a(PPN)269096167 035 $a(EXLCZ)9926305237000041 100 $a20230730d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aIntelligent computing and networking $eproceedings of IC-ICN 2022 /$fedited by Valentina Emilia Balas, Vijay Bhaskar Semwal, and Anand Khandare 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore Pte Ltd,$d[2023] 210 4$d©2023 215 $a1 online resource (246 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v632 311 08$aPrint version: Balas, Valentina Emilia Intelligent Computing and Networking Singapore : Springer,c2023 9789819900701 320 $aIncludes bibliographical references and index. 327 $aIntro -- Preface -- Contents -- Editors and Contributors -- Implementation of a PID Controller for Autonomous Vehicles with Traffic Light Detection in CARLA -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Implementation of PID Controller -- 5 Traffic Light Detection -- 6 Combined Framework -- 7 Result and Discussion -- 7.1 PID Controller -- 8 Traffic Light Detection -- 9 Combined Framework -- 10 Conclusion -- References -- Binary Classification for High Dimensional Data Using Supervised Non-parametric Ensemble Method -- 1 Introduction -- 2 Implementation -- 3 Results -- 3.1 Analysis of Data -- 3.2 Precision and Recall -- 3.3 F-Score -- 3.4 Receiver Operating Characteristic -- 4 Conclusion -- References -- Deep Linear Discriminant Analysis with Variation for Polycystic Ovary Syndrome Classification -- 1 Introduction -- 2 Methodology -- 2.1 First Phase -- 2.2 Second Phase -- 3 Results -- 3.1 Accuracy and Loss for First Phase -- 3.2 Accuracy and Loss for Second Phase -- 3.3 Precision -- 3.4 Recall -- 3.5 F-Score -- 4 Conclusion -- References -- Improved Helmet Detection Model Using YOLOv5 -- 1 Introduction -- 2 Literature Survey -- 3 Architecture of YOLOv5 -- 4 Proposed System -- 5 Results and Discussion -- 5.1 Experimental Environment -- 5.2 Dataset -- 5.3 Results -- 6 Conclusion -- References -- Stock Market Trend Prediction Along with Twitter Sentiment Analysis -- 1 Introduction -- 2 Literature Survey -- 3 Dataset -- 3.1 Yahoo Finance -- 3.2 Twitter Sentiment Analysis -- 3.3 Standardization -- 4 Work Flow Diagram -- 5 Methodology -- 5.1 Stock Trend Predication -- 5.2 Twitter Sentiment Analysis -- 6 Experimental Results -- 7 Conclusion -- References -- A Study on MQTT Protocol Architecture and Security Aspects Within IoT Paradigm -- 1 Introduction to MQTT Protocol -- 1.1 MQTT Protocol Architecture -- 1.2 Why MQTT?. 327 $a2 Security Aspects Within MQTT -- 2.1 Identity -- 2.2 Authentication -- 2.3 Authorization -- 3 X.509 Client Certificate Authentication Within MQTT -- 3.1 Certificate Provisioning -- 3.2 Certification Revocation List -- 3.3 X.509 Certificate for Authentication and Authorization -- 3.4 OAuth2.0 Within MQTT -- 4 Payload Encryption -- 4.1 E2E (End-To-End)Encryption -- 4.2 Client to Broker Encryption -- 5 Conclusion -- References -- Comparative Analysis of Different Block Chain Technology to Improve the Security in Social Network -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 4 Security Process Using SNS Model Dapps, & -- BCOSN's Architecture -- 5 Comparison of Different Security Features in Blockchain for Social Network -- 6 Conclusion -- References -- Euphonia: Music Recommendation System Based on Facial Recognition and Emotion Detection -- 1 Introduction -- 2 Literature Survey -- 3 Problem Statement -- 4 Architecture -- 5 Algorithm -- 6 Results and Discussion -- 7 Conclusion -- References -- Improvement of Makespan and TCTime in Dynamic Job Ordering and Slot Utilization for MapReduce Workloads -- 1 Introduction -- 2 Related Work -- 3 Proposed System -- 4 Experimental Results -- 5 Conclusion and Future Work -- References -- Identification and Detection of Plant Disease Using Transfer Learning -- 1 Introduction -- 2 Literature Survey -- 3 A Taxonomy on Deep Learning -- 4 Proposed Method -- 5 Result & -- Conclusion -- References -- Blockchain Based E-Voting System -- 1 Introduction -- 2 Concept of Blockchain -- 2.1 Working of Blockchain -- 2.2 Characteristics of Blockchain -- 3 Existing Methodology -- 3.1 Traditional Ballot Paper System -- 3.2 EVM -- 3.3 E-Voting -- 3.4 Blockchain a Better Technology for E-Voting -- 4 Literature Review -- 5 Proposed System -- 6 Result and Discussion -- 7 Conclusion -- References. 327 $aAn Intelligent Voice Assistant Engineered to Assist the Visually Impaired -- 1 Introduction -- 2 The Proposed System -- 2.1 Wearable Wrist Device -- 2.2 Voice Assistant -- 2.3 Companion Mobile Application -- 3 Architecture and Algorithms -- 3.1 Optical Character Recognition -- 3.2 Fruit Ripeness Detection -- 3.3 Object Detection -- 4 Result and Discussion -- 5 Conclusion and Future Scope -- References -- Analysis of Python Libraries for Artificial Intelligence -- 1 Introduction -- 2 Tools in Python Aiding to Artificial Intelligence -- 2.1 Numpy -- 2.2 Pandas -- 2.3 MatPlotlib -- 2.4 Seaborn -- 2.5 Scikit -- 2.6 TensorFlow -- 2.7 Keras -- 2.8 Theano -- 2.9 PyTorch -- 2.10 NLTK -- 3 Comparative Analysis -- 4 Conclusion -- References -- Annual Rainfall Prediction of Maharashtra State Using Multiple Regression -- 1 Introduction -- 2 Literature Review -- 3 Regression -- 3.1 Support Vector Machines (SVM) for Regression -- 3.2 Artificial Neural Network -- 4 Study Area -- 5 Data Collection -- 6 Analysis of Rainfall Pattern -- 7 Methodology -- 8 Results Analysis and Discussion -- 9 Conclusion -- References -- Automated Healthcare System Using AI Based Chatbot -- 1 Introduction -- 2 Motivation -- 3 Literature Review -- 4 Methodology -- 4.1 Data Collection -- 4.2 Pre-processing the Data Using NLP -- 4.3 Machine Learning Model -- 5 Evaluation Metrics -- 6 Results and Discussion -- 7 Conclusion -- References -- Winner Prediction of Football Match Using Machine Learning -- 1 Problem Description -- 2 Literature Survey -- 3 Methodology -- 4 Dataset -- 4.1 Description -- 4.2 Exploratory Data Analysis -- 4.3 Data Pre-processing -- 5 Choice of Model (Algorithms) -- 6 Testing and Training (Evaluation Metrics) -- 7 Result and Discussion -- 8 Future Scope -- 9 Conclusion -- References -- RaktaSeva-An App for Civilians and Blood Banks -- 1 Introduction. 327 $a2 Literature Survey -- 3 Existing Systems -- 3.1 Friend2Support.org -- 3.2 Save Life Connect -- 3.3 e-RaktKosh -- 4 Proposed Work -- 5 Implementation -- 6 Result and Discussion -- 7 Conclusion -- 8 Future Scope -- References -- Prediction of Anemia Disease Using Machine Learning Algorithms -- 1 Introduction -- 2 Problems Faced -- 3 Methodology -- 4 Technology Used -- 5 Result and Discussion -- References -- Author Index. 330 $aThis book gathers high-quality peer-reviewed research papers presented at the International Conference on Intelligent Computing and Networking (IC-ICN 2022), organized by the Computer Department, Thakur College of Engineering and Technology, in Mumbai, Maharashtra, India, on February 25?26, 2022. The book includes innovative and novel papers in the areas of intelligent computing, artificial intelligence, machine learning, deep learning, fuzzy logic, natural language processing, human?machine interaction, big data mining, data science and mining, applications of intelligent systems in healthcare, finance, agriculture and manufacturing, high-performance computing, computer networking, sensor and wireless networks, Internet of Things (IoT), software-defined networks, cryptography, mobile computing, digital forensics and blockchain technology. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v632 606 $aArtificial intelligence$vCongresses 606 $aComputer networks$vCongresses 606 $aComputer science$vCongresses 606 $aMachine learning 606 $aMachine learning$vCongresses 615 0$aArtificial intelligence 615 0$aComputer networks 615 0$aComputer science 615 0$aMachine learning. 615 0$aMachine learning 676 $a006.3 702 $aBalas$b Valentina Emilia 702 $aSemwal$b Vijay Bhaskar 702 $aKhandare$b Anand 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910683349403321 996 $aIntelligent Computing and Networking$92847425 997 $aUNINA