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Intelligent and Cloud Computing [[electronic resource] ] : Proceedings of ICICC 2019, Volume 2 / / edited by Debahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik
| Intelligent and Cloud Computing [[electronic resource] ] : Proceedings of ICICC 2019, Volume 2 / / edited by Debahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (676 pages) |
| Disciplina | 004 |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Machine learning Computer networks - Security measures Big data Engineering—Data processing Computational Intelligence Machine Learning Mobile and Network Security Big Data Data Engineering |
| ISBN | 981-15-6202-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part 1: An energy efficient data routing in weight-balanced tree-based Fog Network -- A Systematic Overview of Fault Tolerance In Cloud Computing -- An EPIC Mechanism for Advertising the Tourist Spots in Smart Cities -- Data Analysis and Prediction of Terror Component Using Web Services -- Issues, Challenges and Techniques for Resource Provisioning in Cloud Computing Environment -- Load Balancing of Tasks in Cloud Computing using Fault Tolerant Honey Bee Foraging Approach -- Flip Learning: A Novel IoT Based Learning Initiative -- Improvement of Load Balancing in Shared Memory Multiprocessor Systems -- Building Amazon Web Services Infrastructure from the scratch for an Organisation -- Fault Detection for VANET using Vehicular Cloud -- An approach to Cohort Selection in Cloud for Face Recognition -- Internet of Things (IoT) framework Deployment Template for Cloud-based Harbor Surveillance and Ferry Monitoring System -- Art of Style Transfer using Convolution Neural Network: A deep learning approach -- The Impact of IoT on 5G -- Prediction of Exchange Rate in a Cloud Computing Environment Using Machine Learning Tools -- Survey on Stock Price Forecasting using Regression Analysis -- Intrusion Detection and classification using decision tree based feature selection classifiers -- Role of Cloud Computing for Big Data: A review -- Role of cloud computing in geotechnical engineering -- Energy Efficient Clustering with Rotational Supporter in Wireless Sensor Network -- Mobile Cloud Computing: - A Case Study -- Corroborating the Veracity of Body Fat Percentage using Residuals and Goodness-of-Fit -- Design of Compact Super-Wideband Monopole Antenna for Spectrum Sensing Applications -- Probabilistic and Distance-Aware Clustering Approach to Decrease the Effect of Hot-Spot in WSN -- A Real-Time Sentiments Analysis System using Twitter Data -- Low Profile Circularly Polarized Antenna for Contemporary Wireless Communication Applications -- Detection of XSS Vulnerabilities of Web Application Using Security Testing Approaches -- Part II: Evolutionary Hybrid Feature Selection for Cancer Diagnosis -- Predicting the Price of Gold: A CSPNN-DE Model -- Weighted Particle Swarm Optimization with t-distribution in Machine Learning Applications -- A novel approach for breast cancer classification using Deep forest network -- A Survey on Deep Learning: Convolution Neural Network -- An Optimized Method for Arrhythmia Classification using Artificial Neural Network -- A Survey on Hybridized Gene Selection Strategies -- Indian Stock Market Prediction based on Rough Set and Support Vector Machine Approach -- Epileptic Seizure Detection Using DWT and Rule Based Variants of TSVM with KNN -- Artificial Intelligence for Smart-Healthcare Management: Brief Study -- Leaves Shape Categorization using Convolution Neural Network Model -- Thyroid Disorder Analysis Using Random Forest Classifier -- Global Best Guided Modified Cat Swarm Optimization Algorithm for Applications in Machine Learning. |
| Record Nr. | UNINA-9910484544103321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent and Cloud Computing : Proceedings of ICICC 2019, Volume 2 / / edited by Debahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik
| Intelligent and Cloud Computing : Proceedings of ICICC 2019, Volume 2 / / edited by Debahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Springer Singapore, 2021 |
| Descrizione fisica | 1 online resource (676 pages) |
| Disciplina | 004 |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Machine learning Computer networks - Security measures Big data Engineering—Data processing Computational Intelligence Machine Learning Mobile and Network Security Big Data Data Engineering |
| ISBN | 981-15-6202-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part 1: An energy efficient data routing in weight-balanced tree-based Fog Network -- A Systematic Overview of Fault Tolerance In Cloud Computing -- An EPIC Mechanism for Advertising the Tourist Spots in Smart Cities -- Data Analysis and Prediction of Terror Component Using Web Services -- Issues, Challenges and Techniques for Resource Provisioning in Cloud Computing Environment -- Load Balancing of Tasks in Cloud Computing using Fault Tolerant Honey Bee Foraging Approach -- Flip Learning: A Novel IoT Based Learning Initiative -- Improvement of Load Balancing in Shared Memory Multiprocessor Systems -- Building Amazon Web Services Infrastructure from the scratch for an Organisation -- Fault Detection for VANET using Vehicular Cloud -- An approach to Cohort Selection in Cloud for Face Recognition -- Internet of Things (IoT) framework Deployment Template for Cloud-based Harbor Surveillance and Ferry Monitoring System -- Art of Style Transfer using Convolution Neural Network: A deep learning approach -- The Impact of IoT on 5G -- Prediction of Exchange Rate in a Cloud Computing Environment Using Machine Learning Tools -- Survey on Stock Price Forecasting using Regression Analysis -- Intrusion Detection and classification using decision tree based feature selection classifiers -- Role of Cloud Computing for Big Data: A review -- Role of cloud computing in geotechnical engineering -- Energy Efficient Clustering with Rotational Supporter in Wireless Sensor Network -- Mobile Cloud Computing: - A Case Study -- Corroborating the Veracity of Body Fat Percentage using Residuals and Goodness-of-Fit -- Design of Compact Super-Wideband Monopole Antenna for Spectrum Sensing Applications -- Probabilistic and Distance-Aware Clustering Approach to Decrease the Effect of Hot-Spot in WSN -- A Real-Time Sentiments Analysis System using Twitter Data -- Low Profile Circularly Polarized Antenna for Contemporary Wireless Communication Applications -- Detection of XSS Vulnerabilities of Web Application Using Security Testing Approaches -- Part II: Evolutionary Hybrid Feature Selection for Cancer Diagnosis -- Predicting the Price of Gold: A CSPNN-DE Model -- Weighted Particle Swarm Optimization with t-distribution in Machine Learning Applications -- A novel approach for breast cancer classification using Deep forest network -- A Survey on Deep Learning: Convolution Neural Network -- An Optimized Method for Arrhythmia Classification using Artificial Neural Network -- A Survey on Hybridized Gene Selection Strategies -- Indian Stock Market Prediction based on Rough Set and Support Vector Machine Approach -- Epileptic Seizure Detection Using DWT and Rule Based Variants of TSVM with KNN -- Artificial Intelligence for Smart-Healthcare Management: Brief Study -- Leaves Shape Categorization using Convolution Neural Network Model -- Thyroid Disorder Analysis Using Random Forest Classifier -- Global Best Guided Modified Cat Swarm Optimization Algorithm for Applications in Machine Learning. |
| Record Nr. | UNINA-9910863118003321 |
| Springer Singapore, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of the 7th International Conference on Advance Computing and Intelligent Engineering : Icacie 2022
| Proceedings of the 7th International Conference on Advance Computing and Intelligent Engineering : Icacie 2022 |
| Autore | Pati Bibudhendu |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2024 |
| Descrizione fisica | 1 online resource (693 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PanigrahiChhabi Rani
MohapatraPrasant LiKuan-Ching |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN |
9789819950157
9789819950140 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- About This Book -- Contents -- Editors and Contributors -- Advanced Machine Learning Techniques -- Comparison of Malware Detection Techniques Using Machine Learning Algorithms -- 1 Introduction -- 2 Basic Concepts -- 2.1 Supervised Learning -- 2.2 Unsupervised Learning -- 2.3 Semi-supervised Learning -- 2.4 Reinforcement Learning -- 2.5 Transfer Learning -- 3 Methodologies -- 3.1 Receiver Operating Characteristic Curve -- 4 Results and Discussion -- 4.1 Detection Time -- 5 Conclusion -- References -- Deep Neural-Based Machine Translation Using RNN for Indian Languages -- 1 Introduction -- 1.1 Deep Neural Networks (DNNs) -- 2 Literature Survey -- 2.1 Embedding Layer -- 3 Methodology -- 3.1 Hyperparameters Optimization -- 3.2 Batch_size -- 3.3 Iterations/Steps -- 3.4 Epochs -- 3.5 Dropout -- 3.6 Num_Units -- 3.7 Learning Rate -- 3.8 H-params Summary -- 3.9 GPU Optimization -- 3.10 Overall Training Process -- 3.11 Vector Representation of Words -- 3.12 Bi-RNN Encoder -- 4 Proposed Contents and Test Cases -- 5 Graphs -- 5.1 Computation Graph -- 5.2 Plots for Hindi-Gujarati Model -- 5.3 Plots for Hindi-Punjabi Model -- 6 Conclusion -- 7 Future Work -- References -- Bengali Document Clustering: A Comparative Study of K-Means, K-Means++, Spectral K-Means -- 1 Introduction -- 2 Related Works -- 3 Clustering Algorithms -- 3.1 Simple upper KK-means -- 3.2 upper KK-means++ -- 3.3 Spectral Clustering -- 4 Bengali Document Clustering -- 4.1 Preprocessing -- 4.2 Vectorization Process -- 5 Dataset, Evaluation and Results -- 5.1 Description of Dataset -- 5.2 Evaluation Metrics, Experiments and Results -- 6 Conclusion -- References -- An Intelligent Diagnostic System for Type 2 Diabetes Mellitus -- 1 Introduction -- 1.1 Motivation and Objective -- 1.2 Paper Structure -- 2 Related Work -- 3 Proposed Work -- 4 Results and Discussions.
5 Conclusion and Future Scope -- References -- Fuzzy Logic-Based Crop Diversification to Increase Crop Yield -- 1 Introduction -- 2 Related Works -- 2.1 Crop Diversification Using CNN -- 2.2 Crop Diversification Using Digital Image Processing -- 2.3 Crop Diversification Using Fuzzy Logic -- 3 Proposed Model -- 3.1 Data Collection -- 3.2 Choosing Input Parameters -- 4 Conclusion and Future Works -- References -- Application of Machine Learning in Software Testing of Healthcare Domain -- 1 Introduction -- 1.1 Healthcare Challenges -- 1.2 Software Testing in Healthcare Domain -- 2 Software Testing Overview -- 2.1 UML-Based Software Testing -- 3 Machine Learning in Software Testing -- 4 Proposed Method -- 4.1 UML Activity Diagram for Health Care -- 4.2 Generation of the Test Cases -- 5 Conclusion -- References -- A System for Driver Drowsiness Detection Using Deep Learning -- 1 Introduction -- 2 Background Study -- 3 Related Work -- 4 Methodology -- 5 Results and Discussion -- 6 Conclusion and Future Scope -- References -- Detection of Arrhythmia from ECG Signal Using Bat Algorithm-Based Deep Neural Network -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Signal Pre-processing -- 3.2 Signal Segmentation -- 3.3 Feature Extraction -- 3.4 Feature Selection -- 3.5 Classification Model -- 4 Experiment -- 4.1 Experimental Setup -- 4.2 Experimental Result and Analysis -- 5 Conclusion and Future Scope -- References -- An Intelligent Diabetes Prediction System Augmenting Feature Selection and Balancing Techniques -- 1 Introduction -- 2 Literature Review -- 3 Methods and Proposed Methodology -- 3.1 Classification Algorithms -- 3.2 Feature Selection -- 3.3 Data Balancing -- 3.4 Proposed Framework -- 3.5 Evaluation Metrics -- 4 Experiment Setup, Results, and Analysis -- 4.1 Dataset Description and Pre-Processing -- 4.2 Software and Hardware Used. 4.3 Results -- 4.4 Discussion -- 5 Conclusion and Future Scope -- References -- Intelligent Fake News Detection Model using Machine Learning Techniques -- 1 Introduction -- 2 Literature Review -- 3 Proposed System -- 3.1 Datasets -- 3.2 Text Conversion -- 3.3 Pre-processing -- 3.4 Feature Extraction Using TF-IDF -- 3.5 ML-Based Classification Models -- 4 Experimental Results and Discussion -- 5 Conclusion -- References -- Depiction of Nifty Midcap Index Efficiency Using ARIMA -- 1 Introduction -- 1.1 Indian Stock Market -- 1.2 Stock Market Efficiency -- 2 Need for the Study -- 3 Methodology -- 4 Results and Discussion -- 4.1 Stationarity of Data -- 4.2 Augmented Dickey-Fuller Test (ADF) -- 4.3 ARIMA (Autoregressive Integrated Moving Average) -- 5 Conclusion -- References -- Digital Soil Texture Classification Using Machine Learning Approaches -- 1 Introduction -- 2 Literature Review -- 3 Proposed Soil Texture Classification Methodology -- 3.1 System Model -- 3.2 Dataset Details -- 3.3 Image Preprocessing -- 3.4 Feature Extraction -- 3.5 Classification Models for Soil Image -- 4 Experimental Results -- 5 Conclusion -- References -- SQL Injection Attack Detection Using Machine Learning Techniques -- 1 Introduction and Literature Review -- 2 Research Materials and Methods -- 2.1 Structured Query Language (SQL) -- 2.2 SQL Injection Attack -- 3 The Proposed Model to Classify SQL Injection (SQLi) Attack -- 3.1 Dataset -- 3.2 Architecture of the Designed Bypass Neural Network -- 4 Experimental Results -- 5 Conclusion and Future Prospects -- References -- Social Network Analysis and Recommender Systems -- Event Tracking and Analysis in Social Text Stream -- 1 Introduction -- 1.1 Motivation and Contribution -- 2 Literature Survey -- 3 Problem Statement and Methodology -- 3.1 Problem Statement -- 3.2 Proposed Novelty Detection Approach. 3.3 Event Tracking in Social Text Streams -- 4 Experimental Study and Data Sets -- 4.1 Evaluation Mechanism and Dataset -- 4.2 Data Sets -- 4.3 Efficiency of Proposed Approach with Existing SOTA Methods -- 5 Performance Evaluations in Terms of Memory Profile, CPU Utilization, and Load Shedding -- 6 Conclusion -- References -- Identification of Social Bots in Online Social Networks Using Filter-Based Feature Selection Approach -- 1 Introduction -- 2 Background Details -- 2.1 Online Social Network -- 2.2 Social Bots -- 2.3 Machine Learning Techniques -- 2.4 Ensemble Methods in Machine Learning -- 3 Related Work -- 4 Methods -- 4.1 Datasets -- 4.2 Feature Selection Method -- 5 Experimental Result -- 6 Conclusion and Future Scope -- References -- MathBERTRes: Mathematical BERT Model for Sequence Classification of Mathematical Research Articles -- 1 Introduction -- 2 Background and Related Work -- 3 System Architecture -- 4 Proposed System-Phase 1 -- 4.1 Data Set Details, Tokenization, and Padding -- 4.2 Model Training, Optimizer Creation, and Learning Rate Scheduler -- 4.3 Model Evaluation and Model Prediction -- 5 Proposed System-Phase 2 -- 5.1 Classification -- 5.2 MathBERTRes Approach -- 6 Results and Discussion -- 6.1 Implementation Details for MathBERTRes Model -- 7 Conclusion and Future Work -- References -- Music Recommendation Model Based on Emotion Detection Using Pulse Rate and Stress Measurement -- 1 Introduction -- 2 Literature Review -- 2.1 Relationship Between Stress and Human Emotions -- 2.2 Relationship Between Stress and Heart Rate (HR) -- 2.3 Recommendation System -- 3 Research Gap and Author Contribution -- 4 Proposed Methodology -- 4.1 Measuring of Heart Rate -- 4.2 Calculating the Baevsky's Stress Index (SI) -- 4.3 Proposed Framework -- 4.4 Performance Metric -- 5 Conclusion -- References. Exploratory Data Analysis on Shopping Mall Customers' Dataset: A Case Study of Marketing Analysis -- 1 Introduction -- 2 Data Visualization -- 2.1 Software Dependencies -- 2.2 Visualizing the Age Distribution -- 2.3 Visualizing the Annual Income -- 2.4 Visualization of Spending Score -- 2.5 Gender Versus Spending Score Visualizations -- 2.6 Gender Versus Annual Income Visualization -- 2.7 Gender Versus Age Visualization -- 3 K-Means Clustering Analysis -- 4 Conclusion -- References -- AlphaAR: An Augmented Reality-Based Intelligent Learning Platform for Pre-school Children -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Research Design -- 3.2 Concept -- 3.3 System Design -- 3.4 Data Analysis -- 4 Result and Discussion -- 5 Conclusion and Future Scope -- References -- Analysis of Differential Evolution Optimization-Based Cascade Controller for Frequency Regulation of Power System -- 1 Introduction -- 2 Basic Concepts -- 2.1 System Examined -- 2.2 PI‐PD Controller -- 3 Proposed Methods -- 4 Optimization Technique -- 5 Results and Discussion -- 6 Conclusions -- References -- A Systematic Literature Review on Social Network Security Challenges and Solutions -- 1 Introduction -- 2 Literature Review -- 2.1 Review on Security Attacks -- 2.2 Review on Security Solutions -- 3 Conclusion -- References -- Market Analysis and Business Intelligence -- SMARTEN: A Multiscale Simulation Software Dedicated to the Education and the Research for Energy-Mix Management Applied in the Built Environment -- 1 Introduction -- 2 Smarten Features -- 2.1 Software Framework -- 2.2 Software Architecture -- 2.3 Software Functionalities -- 3 Running a Simulation and 2D Visualisation -- 4 Illustrative Examples -- 5 Conclusion -- 6 Perspectives and Future Work -- References. A Low Power DC-DC Buck Converter with Improved Light-Load Efficiency Utilizing Pulse-Skipping Mode for a 2.5 GHz Microwave Signal Source. |
| Record Nr. | UNINA-9910872181003321 |
Pati Bibudhendu
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| Singapore : , : Springer Singapore Pte. Limited, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||