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Intelligent computing and networking : proceedings of IC-ICN 2022 / / edited by Valentina Emilia Balas, Vijay Bhaskar Semwal, and Anand Khandare
| Intelligent computing and networking : proceedings of IC-ICN 2022 / / edited by Valentina Emilia Balas, Vijay Bhaskar Semwal, and Anand Khandare |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore Pte Ltd, , [2023] |
| Descrizione fisica | 1 online resource (246 pages) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Artificial intelligence
Computer networks Computer science Machine learning |
| ISBN | 981-9900-71-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- 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?.
2 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. An 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. 2 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. |
| Record Nr. | UNINA-9910683349403321 |
| Singapore : , : Springer Nature Singapore Pte Ltd, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Computing and Networking : Proceedings of IC-ICN 2023 / / edited by Valentina Emilia Balas, Vijay Bhaskar Semwal, Anand Khandare
| Intelligent Computing and Networking : Proceedings of IC-ICN 2023 / / edited by Valentina Emilia Balas, Vijay Bhaskar Semwal, Anand Khandare |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (560 pages) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Artificial intelligence Telecommunication Signal processing Computational Intelligence Artificial Intelligence Communications Engineering, Networks Signal, Speech and Image Processing |
| ISBN | 981-9931-77-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Analysis of Healthcare System using Classification Algorithms -- Dollar Price Prediction using ARIMA -- An Exploratory Study On The Impact Of Digital Marketing And Innovations On E-Commerce Mechanism -- Apple Stock Price Prediction Using Regression Techniques -- Water Quality Assessment Through Predictive Machine Learning -- Comprehensive Review of Lie Detection in Subject based Deceit Identification -- Medical Image Processing and Machine Learning: A Study -- Security and privacy policy of mobile device application management system -- IoT based smart medical data security system -- Investigating the Impact of Distance on the Reception in Molecular Communication. |
| Record Nr. | UNINA-9910736991003321 |
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent computing and networking : proceedings of IC-ICN 2021 / / Valentina Emilia Balas, Vijay Bhaskar Semwal, Anand Khandare, editors
| Intelligent computing and networking : proceedings of IC-ICN 2021 / / Valentina Emilia Balas, Vijay Bhaskar Semwal, Anand Khandare, editors |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (287 pages) |
| Disciplina | 006.3 |
| Collana | Lecture notes in networks and systems |
| Soggetto topico |
Artificial intelligence
Human-computer interaction |
| ISBN |
981-16-4863-8
981-16-4862-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743354203321 |
| Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||