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Advanced intelligent systems for sustainable development (AI2SD'2020) . Volume 2 / / Janusz Kacprzyk, Valentina E. Balas and Mostafa Ezziyyani, editors
| Advanced intelligent systems for sustainable development (AI2SD'2020) . Volume 2 / / Janusz Kacprzyk, Valentina E. Balas and Mostafa Ezziyyani, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (1298 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico | Artificial intelligence |
| ISBN | 3-030-90639-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- AI2SD'2020 Organization -- General Chairs and Co-chairs -- Organization Committee -- Keynote Speakers -- Scientific Committee -- Contents -- Fault Tolerance in SDN Controllers -- 1 Introduction -- 2 SDN and OpenFlow - Overview -- 2.1 SDN Architecture -- 2.2 OpenFlow Protocol -- 2.3 SDN Challenges -- 3 Fault Tolerance in SDN -- 3.1 Fault Tolerance Overview -- 3.2 SDN Controller's Fault Tolerance -- 3.3 Discussion -- 4 Conclusion and Perspectives -- References -- Towards Blockchain-Based Authentication for E-Health -- 1 Introduction -- 2 Generality of Blockchain -- 3 Blockchain Application's -- 4 Related Work -- 5 Functional Study of the Project -- 6 Project Implementation -- 7 Conclusion -- References -- Biometric Identification of Individuals Based on Scalograms of Electrocardiogram and Capsule Network -- 1 Introduction -- 2 Related Work -- 3 Background Theory: A Brief Review -- 3.1 Wavelet Transform -- 3.2 Convolutional Neural Network (CNN) -- 3.3 Capsule Network (CapsNet) -- 4 Proposed Approach -- 4.1 Database -- 4.2 Preprocessing -- 4.3 Feature Extraction -- 4.4 Classification -- 5 Experiments and Results -- 6 Conclusion -- References -- Comparison of the Response Time Between Small Data and Big Data of the BPIS Datasets Requests -- 1 Introduction -- 2 Related Work -- 3 Our Contribution System to Deal with Interoperability Problem -- 4 Characteristics of Technical Level of Our Approach in Information System -- 5 Evaluation of the Response Time Between Small Data and Big Data -- 6 Conclusion and Perspectives -- References -- A Review of Recent Advancements Regarding the Geometry of Flow Field Channels in the Bipolar Plates of Polymer Electrolyte Membrane Fuel Cells -- 1 Introduction -- 2 Different Configurations of Gas Channels -- 2.1 Conventional Flow Channels Geometry -- 2.2 Nature Inspired Channels.
2.3 Non-conventional Channels -- 3 Discussion and Conclusion -- References -- Smart Parking Guidance System Based on Distributed IoT Strategy -- 1 Introduction -- 2 Related Work -- 3 IOT Literature and Background Review -- 4 Smart Parking Routing System Using a Distributed Strategy -- 4.1 Path Finder Agent-PFA -- 4.2 Parking Sensors Units -- 4.3 Vehicle Unit -- 4.4 Parking Agent Unit -- 5 Simulation and Results -- 6 Conclusion -- References -- Deep Learning Based Sentiment Aware Ranking for E-commerce Product Search -- 1 Introduction -- 2 Related Works -- 2.1 Product Search -- 2.2 Word Embeddings -- 3 Methodology -- 3.1 Preprocessing Step -- 3.2 Product Search Using Similarity Measure -- 3.3 Product Ranking Using Reviews Sentiment -- 4 Experiments -- 4.1 Dataset -- 4.2 Evaluation Metrics -- 4.3 Results and Discussions -- 5 Conclusion and Future Work -- References -- The Mastery of the Evolution of Human Competence for Optimal Planning of Human Resource Allocation: Case Study -- 1 Introduction -- 2 State of the Art on Modeling Competence -- 2.1 Modeling Without Impact on Operational Performance -- 2.2 Modeling with Impact on Operational Performance -- 3 Problematic -- 4 Definition and Parameterization of Competence -- 4.1 Operational Performance -- 4.2 Sources of Competence -- 5 Modeling of Performance Evolution -- 5.1 Result and Discussion for Category A -- 5.2 Result and Discussion for Category B -- 6 Conclusion -- References -- Hospital Energy Performance Assessment by the Energy Performance Indicator "IEB" -- 1 Introduction -- 2 Methods: Indicator for Energy Benchmarking (IEB) -- 3 Data Collection, Processing and Results -- 4 Conclusion -- References -- Towards a New Design for Acoustic Echo Cancellation (AEC) Using Neural Network and Backpropagation Algorithm -- 1 Introduction -- 2 Related Work and Proposed Methodology. 2.1 AEC Based Neuronal Approach -- 2.2 Model of Proposed Neuronal AEC -- 3 Simulation Results and Analysis -- 4 Conclusion -- References -- Fake News Detection Methods: A Survey and New Perspectives -- 1 Introduction -- 2 Fake News Definition -- 2.1 Problem Formulation -- 3 Fake News Categories -- 3.1 Categorization Based on Intent -- 3.2 Categorization Based on Knowledge -- 4 Fake News Proliferation Sources -- 4.1 Social Bots -- 4.2 Cyborg Users -- 4.3 Trolls -- 5 Fake News Detection Methods -- 5.1 Approaches Based on Unsupervised Learning -- 5.2 Approaches Based on Supervised Learning -- 6 Fake News Detection Method Based on Text-Features -- 7 Discussion and Future Research -- 8 Conclusion -- References -- Introduction to Internet of Things' Communication Protocols -- 1 Introduction -- 2 Energy Management -- 3 Communication Protocols -- 3.1 Constrained Application Protocol CoAP -- 3.2 Message Queue Telemetry Transport MQTT -- 3.3 Advanced Message Queueing Protocol AMQP -- 3.4 Extensible Messaging and Presence Protocol XMPP -- 4 Conclusion -- References -- Collaborative Filtering Approach: A Review of Recent Research -- 1 Introduction -- 2 Collaborative Filtering in Recommender Systems -- 2.1 Memory-Based Collaborative Filtering -- 2.2 Model-Based Collaborative Filtering -- 3 Research Methodology -- 4 Challenges of Collaborative Filtering Approach -- 5 Classification of Papers in Collaborative Filtering Approach -- 5.1 Evolution of Papers by Year -- 5.2 Classification of Papers by Application Domain -- 5.3 Classification of Papers by Techniques -- 6 Conclusion -- References -- Three-Dimensional Finite Radon Transform and Linear Homogenization -- 1 Introduction -- 2 The Problem Position and it's Theoretical Resolution -- 2.1 The Homogenization Problem -- 2.2 Fourier Based Solution -- 2.3 Discrete Radon Based Solution -- 3 Voxel Discretization. 3.1 Finite Radon Transform in Three-Dimensional Case -- 3.2 FRT and Discrete Fourier Transform -- 3.3 Algorithm Resolution Scheme -- 4 Illustration and Validation -- 4.1 Laminate Structures -- 4.2 Periodic Array of Cylindrical Fiber -- 4.3 Periodic Array of Square Fiber -- 4.4 Checkerboard Structure -- 4.5 Periodic Unit Cell with Spherical Inclusion -- 5 Conclusion -- References -- Fatigue Damage Assessment of Welded Rectangular Profiles by Numerical Simulation -- 1 Introduction -- 2 Finite Element Simulation -- 2.1 Geometry and Material Properties -- 2.2 Meshing and Boundary Conditions -- 3 Simulation Results and Discussion -- 3.1 Static Resolution -- 3.2 Fatigue Resolution -- 4 Conclusions and Perspectives -- References -- Monitoring of Solenoid Parameters Based on the Neural Networks and Optical Fiber Squeezer for Smart Control of Solenoid Response -- 1 Introduction -- 2 Problem Statement -- 3 The Simulink Model -- 3.1 Structure and Equations of Electromagnetic Fiber Squeezer -- 3.2 Mathematical Model of Solenoid -- 3.3 Simulink Model -- 4 Simulation and Result -- 4.1 Principle of Simulation for PID Adjustment -- 4.2 Simulation Flowchart -- 4.3 Simulation Result for Open Loop System Flowchart -- 4.4 Dynamic Response in Closed Loop with Corrector -- 4.5 Example of Solenoid Parameters Influence on PID Constants -- 4.6 Neural Network Architecture: -- 4.7 Neural Network Training -- 4.8 Design of Monitoring System Based on the Neural Network -- 4.9 Model Performance Testing -- 4.10 Principle of Solenoid Response Smart Control -- 4.11 Results and Discussion -- 5 Conclusion -- References -- Students' Enrollment Forecasting Based on Deep Learning Algorithms and Statistical Approaches -- 1 Introduction -- 2 Statistical Methods -- 2.1 Time Series -- 2.2 ARIMA Methode -- 3 Machine Learning Methods -- 3.1 RNN -- 3.2 Long Short-Term Memory (LSTM) -- 4 Result. 4.1 Data Set -- 4.2 ARIMA -- 4.3 LSTM -- 5 Discussion and Conclusion -- References -- Part-of-Speech Tagging Using Conditional Random Fields and Decision Tree: Amazigh Text Written in Tifinaghe Characters -- 1 Introduction -- 2 Works About Amazigh POS Tagging -- 3 Linguistic Background -- 3.1 Amazigh Language -- 3.2 Amazigh Script -- 3.3 Amazigh Script -- 4 Results and Experiment Settings -- 4.1 Algorithms -- 4.2 Results -- 5 Conclusion -- References -- A Novel Approach for Handwritten Digit Recognition Using Multilayer Perceptron Neural Network -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Artificial Neural Network -- 3.2 Multilayer Perceptron -- 3.3 MNIST Dataset -- 3.4 Proposed Model -- 4 Results and Discussion -- 5 Conclusion -- References -- Comparative Study of Two Parallel Algorithm K-Means and DBSCAN Clustering on Spark Platform -- 1 Introduction -- 2 Related Work -- 3 Parallel K-Means Algorithm Based on Spark -- 4 Parallel DBSCAN Algorithm Based on Spark -- 4.1 Data Partitioning -- 4.2 Local Clustering -- 4.3 Merging the Data Partitions -- 5 Experimental Results -- 5.1 Experimental Setup. -- 5.2 Performance Evaluations Results -- 6 Conclusion -- References -- Sentiment Analysis in Social Networks Using Convolutional Neural Networks -- 1 Introduction -- 2 Related Work -- 2.1 Machine Learning-Based Approach -- 2.2 Lexicon-Based Based Approach -- 2.3 Hybrid Based Approach -- 3 Architecture -- 3.1 Tweet Preprocessing and Cleaning -- 3.2 Classification Using Convolution Neural Network (CNN) -- 4 Experiments and Results -- 4.1 Datasets -- 4.2 Performance Measure -- 4.3 Results and Discussion -- 5 Conclusion and Future Work -- References -- Time-Aware User Profile Enrichment in the Collective Intelligence Context -- 1 Introduction -- 2 Backgrounds and Related Works -- 2.1 Backgrounds -- 2.2 Related Works -- 3 Proposed Approach. 4 Experimental Results and Evaluation. |
| Record Nr. | UNINA-9910544854703321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advanced intelligent systems for sustainable development (AI2SD'2020) . Volume 1 / / Janusz Kacprzyk, Valentina E. Balas and Mostafa Ezziyyani, editors
| Advanced intelligent systems for sustainable development (AI2SD'2020) . Volume 1 / / Janusz Kacprzyk, Valentina E. Balas and Mostafa Ezziyyani, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (1173 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico | Artificial intelligence |
| ISBN | 3-030-90633-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910544851603321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Further advances in Internet of Things in biomedical and cyber physical systems / / editors, Valentina E. Balas, Vijender Kumar Solanki, Raghvendra Kumar
| Further advances in Internet of Things in biomedical and cyber physical systems / / editors, Valentina E. Balas, Vijender Kumar Solanki, Raghvendra Kumar |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (xxxi, 403 pages) : illustrations (some color) |
| Disciplina | 004.678 |
| Collana | Intelligent Systems Reference Library |
| Soggetto topico |
Internet of things
Cooperating objects (Computer systems) Artificial intelligence Biomedical engineering Computational intelligence Internet de les coses Enginyeria biomèdica Estudi de casos |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-57835-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Distributed sensor networks Intelligent system design and applications IoT applications in biomedical engineering Cyber physical system framework and applications |
| Record Nr. | UNINA-9910483525103321 |
| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Handbook of neural computation / / edited by Pijush Samui, Sanjiban Sekhar Roy, Valentina E. Balas
| Handbook of neural computation / / edited by Pijush Samui, Sanjiban Sekhar Roy, Valentina E. Balas |
| Pubbl/distr/stampa | London, England : , : Academic Press, , 2017 |
| Descrizione fisica | 1 online resource (631 pages) : illustrations (some color), tables |
| Disciplina | 006.32 |
| Soggetto topico | Neural networks (Computer science) |
| ISBN |
0-12-811319-7
0-12-811318-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910583043403321 |
| London, England : , : Academic Press, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
IoT based control networks and intelligent systems : proceedings of 3rd ICICNIS 2022 / / P. P. Joby, Valentina E. Balas, and Ram Palanisamy
| IoT based control networks and intelligent systems : proceedings of 3rd ICICNIS 2022 / / P. P. Joby, Valentina E. Balas, and Ram Palanisamy |
| Autore | Joby P. P. |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (892 pages) |
| Disciplina | 629.8 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Intelligent control systems
Internet of things |
| ISBN | 981-19-5845-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- LabVIEW Based Anomaly Detection for Screening Diabetic Retinopathy -- 1 Introduction -- 2 Related Work -- 3 Dataset Description -- 4 Data Pre-processing -- 5 EfficientNet Model Based DR Classification -- 5.1 Architecture of EfficientNet Model -- 6 Real Time DR Diagnosis -- 7 Conclusion -- References -- Early Stage Parkinson's Disease Diagnosis and Detection Using K-Nearest Neighbors Algorithm -- 1 Introduction -- 2 Related Work -- 3 Dataset Description -- 4 Data Pre-processing -- 5 Data Exploration -- 6 Model Building -- 6.1 Training and Testing -- 6.2 Classification -- 7 Conclusion -- References -- IoT Crypto Security Communication System -- 1 Introduction -- 2 Implementation Details -- 2.1 Protocol Stack -- 2.2 IoT-Crypto Device Software -- 2.3 IoT-Crypto Cloud Server Software -- 2.4 IoT-Crypto Gateway Software -- 3 Experiments and Tests -- 3.1 Protocol Overhead Related to the Cryptographic Techniques -- 3.2 Comparison of Encoding -- 3.3 Suitability of the Wireless Standard -- 4 Conclusion and Future Work -- References -- CNN and XGBoost Based Hybrid Model in Classification of Fetal Ultrasound Scan Planes Images in Detection of Congenital Heart Defects -- 1 Introduction -- 2 Related Works -- 3 Proposed Hybrid Model -- 3.1 CNN + XGBoost Hybrid Model -- 4 Result Analysis -- 4.1 Accuracy -- 4.2 Precision -- 4.3 Recall -- 4.4 F1-Score -- 4.5 Loss -- 4.6 Time -- 4.7 ROC Curve -- 4.8 Sensitivity and Specificity -- 5 Conclusion -- References -- Review on Web Application Based Infant Health Management -- 1 Introduction -- 2 Types of Web Applications -- 2.1 Internet of Things -- 2.2 Embedded Systems -- 2.3 Image Processing -- 2.4 Smart Incubator -- 2.5 E-Health -- 2.6 Temperature and Real-Time Monitoring -- 3 Conclusion -- References -- IEEE 802.11g Wireless Protocol Standard: Performance Analysis.
1 Introduction -- 1.1 WLAN- Physical Architecture -- 2 References -- 3 Selection of Access Point -- 3.1 Delay Analysis -- 3.2 Media Access Delay -- 3.3 Queue Size -- 3.4 Throughput -- 4 Software Requirement -- 5 Network Design -- 6 Simulation Results -- 6.1 Delay Study -- 6.2 Media Access Delay Study -- 6.3 Queue Size Study -- 6.4 Throughput Study -- 7 Analysis of Access Point Using HTTP -- 8 Analysis of Voice Application Based on Different Parameters -- 9 Conclusion -- References -- Optimal Cluster Head Selection Using Vortex Search Algorithm with Deep Learning-Based Multipath Routing in MANET -- 1 Introduction -- 2 Literature Review -- 2.1 Objectives Identified and Proposed -- 3 Proposed Methodology -- 3.1 Network Ideal and Energy Ideal -- 3.2 Energy Model -- 3.3 Cluster Formation -- 3.4 CH Selection -- 3.5 Multipath Routing -- 4 Results and Discussion -- 5 Conclusion -- References -- Secure Wireless Smart Car Door Unlocking System -- 1 Introduction -- 1.1 Organization of the Paper -- 2 Related Work -- 2.1 Pseudorandom Numbers -- 2.2 Rolling Code -- 2.3 Hashing -- 3 Methodology -- 3.1 Objective -- 3.2 Modules -- 4 Performance Evaluation -- 4.1 Type -- 4.2 Function Analysis -- 4.3 Key Size -- 4.4 Rounds -- 4.5 Time complexity -- 4.6 Space Complexity -- 4.7 Common attacks -- 4.8 Comparison with DSA Algorithm Standard -- 4.9 Usage of SHA vs MD5 in Our Proposed Method -- 5 Conclusion -- References -- A Comprehending Deep Learning Approach for Disease Classification -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Restaurant Automation Through IoT and NLP Techniques -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Work -- 4 Results -- 5 Conclusion and Future Work -- References -- Comprehensive Assessment of Big Data in Recommendation Systems -- 1 Introduction. 2 Big Data Based Recommendation Systems -- 2.1 Data Collection Used in Recommendation Systems Approaches -- 2.2 Methods Used in Recommendation Systems -- 2.3 Contextual Suggestions -- 2.4 Neighbourhood-Based Approaches for Big Data Scaling -- 2.5 Evaluation Score Estimation -- 2.6 Evaluation of Recommendation Systems Metrics Used -- 3 Conclusion -- References -- Review on Application of Wireless Technology Using IoT -- 1 Introduction -- 2 Application of Wireless Technology -- 2.1 Structural Health Monitoring -- 2.2 Structural Damage Detection -- 2.3 Detection of Bridge Damage -- 3 Conclusion -- References -- Comparative Study of Conditional Generative Models for ISL Generation -- 1 Introduction -- 2 Literature Review -- 3 CGAN Preliminaries and ISL Dataset -- 3.1 Conditional GAN -- 3.2 ISL Dataset -- 4 Training Configuration of Models -- 5 Results of Conditional GANs on ISL Dataset -- 5.1 Results of ContraGAN on ISL Dataset -- 5.2 Results of ACGAN on ISL Dataset -- 5.3 Results of ReACGAN on ISL Dataset -- 5.4 Results of MHGAN on ISL Dataset -- 5.5 Results of BigGAN on ISL Dataset -- 5.6 Results of StyleGAN2-ADA on ISL Dataset -- 5.7 Results of StyleGAN2-DiffAug on ISL Dataset -- 5.8 Results of StyleGAN3 on ISL Dataset -- 5.9 FID Score and IS of CGANs on ISL Dataset -- 6 Conclusion -- References -- A Novel Approach for Segmenting Coronary Artery from Angiogram Videos -- 1 Introduction -- 2 Literature Review -- 3 Dataset -- 4 Proposed Research Method -- 4.1 Extracting the Frames from the Angiogram Video -- 4.2 Frame Pre-processing -- 4.3 Segmenting the Region of Interest -- 4.4 Detecting the Keyframe -- 5 Experimental Results and Analysis -- 6 Conclusion -- References -- Analysis of Different Cryptographic Algorithms in Cloud-Based Multi-robot Systems -- 1 Introduction -- 1.1 Cryptography Security Services -- 2 Literature Review -- 3 Background. 3.1 Symmetric Key Cryptography -- 3.2 Asymmetric Key Cryptography -- 4 Elliptic Curve Integrated Encryption Scheme (ECIES) -- 4.1 Encryption Algorithm For ECIES -- 4.2 Decryption Algorithm for ECIES -- 4.3 Notations -- 5 Result and Discussion -- 5.1 Encryption and Decryption Time -- 6 Conclusion and Future Scope -- References -- An IoT Based Environment Monitoring & -- Controlling System for Food Grain Warehouse -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 System Architecture -- 3.2 System Components -- 4 Results and Discussions -- 5 Conclusion -- References -- Numerical Analysis and ANN Modeling of the Intercooled, Reheat and Regenerative Gas Turbine Cycle -- 1 Introduction -- 2 Cycle Description and Thermal Model -- 2.1 Thermodynamic Cycle -- 2.2 Thermal Model -- 3 Results and Discussion -- 3.1 Effect of Pressure Ratio and Turbine Inlet Temperature (TIT) -- 3.2 Effect of Pressure Ratio and Compressor Inlet Temperature (CIT) -- 3.3 Effect of Effectiveness of the Heat Exchanger -- 3.4 Development of ANN Prediction Model -- 3.5 Results of the ANN Prediction Model -- 4 Conclusion -- References -- Implementation of IoT Enabled Home Automation System -- 1 Introduction -- 2 Functional Requirements -- 2.1 Internet of Things -- 2.2 System Architecture -- 3 Proposed Model -- 4 Implementation Design -- 4.1 Arduino Nano Board -- 4.2 Bluetooth HC05 Module -- 4.3 Relay Board Module -- 5 Proposed IOT Architecture -- 6 User Interaction -- 7 Implementation Details -- 8 Conclusion and Future Work -- References -- Scheduled Line of Symmetry Solar Tracker with MPT and IoT -- 1 Introduction -- 2 Existing System -- 2.1 Optimized Single-Axis Schedule Solar Tracker in Different Weather Conditions -- 2.2 Coordinated Power Management and Control of Renewable Energy Sources Based Smart Grid -- 3 Proposed System -- 3.1 Calculation of Azimuthal Angle. 3.2 Circuit Diagram -- 3.3 Flow Chart -- 4 Results and Discussion -- 5 Conclusion -- References -- A New Method for Secure Transmission of Medical Images Using Wavelet Transform and Steganography -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 4 Materials -- 4.1 Discrete Wavelet Transform (DWT) -- 4.2 Least Significant Bits (LSB) Steganography -- 4.3 Bit-Plane Reversal -- 5 Results and Conclusion -- References -- Deep Learning Based Hand Sign Recognition in the Context of Indian Greetings and Gestures -- 1 Introduction -- 1.1 Sign Language Translation -- 1.2 Deep Learning -- 1.3 Convolutional Neural Networks -- 1.4 Object Detection -- 1.5 Neural Network Approaches -- 1.6 You Only Look Once -- 2 Related Work -- 3 Technologies -- 3.1 Python -- 4 Methodology -- 4.1 Algorithm -- 4.2 Dataset -- 4.3 Architecture -- 5 Result -- 6 Conclusion -- 7 Future Scope -- References -- Pedestrian Detection Using MobileNetV2 Based Mask R-CNN -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 MobileNetV2 -- 3.2 Proposed Mask R-CNN -- 4 Result and Experimentation -- 5 Conclusion -- References -- Localization of Calcifications in Mammograms Using CNN with GAP Layer -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Pre-processing of Data -- 3.3 Localization -- 3.4 Model -- 4 Results and Analysis -- 5 Conclusion -- 6 Future Work -- References -- Comparative Analysis of Machine Learning and Deep Learning Algorithms for Real-Time Posture Detection to Prevent Sciatica, Kyphosis, Lordosis -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 3.1 Data Collection -- 3.2 Data Preprocessing -- 3.3 Data Visualization -- 3.4 Model Training -- 3.5 Evaluating the Model -- 3.6 Model Selection -- 3.7 Integrating with OpenCV -- 4 Results Analysis -- 5 Conclusions -- References. Lightweight Block Cipher for Resource Constrained IoT Environment-An Survey, Performance, Cryptanalysis and Research Challenges. |
| Record Nr. | UNINA-9910627258503321 |
Joby P. P.
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| Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of international conference on computational intelligence, data science and cloud computing : IEM-ICDC 2021 / / Lopa Mandal, Joao Manuel R. S. Tavares, and Valentina E. Balas, editors
| Proceedings of international conference on computational intelligence, data science and cloud computing : IEM-ICDC 2021 / / Lopa Mandal, Joao Manuel R. S. Tavares, and Valentina E. Balas, editors |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (466 pages) |
| Disciplina | 005.7 |
| Collana | Algorithms for Intelligent Systems |
| Soggetto topico |
Big data
Cloud computing |
| ISBN | 981-19-1657-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910588592403321 |
| Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Recent advances in internet of things and machine learning : real-world applications / / Valentina E. Balas, Vijender Kumar Solanki, Raghvendra Kumar, editors
| Recent advances in internet of things and machine learning : real-world applications / / Valentina E. Balas, Vijender Kumar Solanki, Raghvendra Kumar, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (340 pages) |
| Disciplina | 004.678 |
| Collana | Intelligent Systems Reference Library |
| Soggetto topico |
Internet of things
Machine learning |
| ISBN | 3-030-90119-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910739469603321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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