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Soft Computing and Signal Processing : Proceedings of 6th ICSCSP 2023, Volume 1
| Soft Computing and Signal Processing : Proceedings of 6th ICSCSP 2023, Volume 1 |
| Autore | Reddy Vustikayala Sivakumar |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (620 pages) |
| Altri autori (Persone) |
WangJiacun
ReddyK. T. V |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 981-9986-28-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910847598603321 |
Reddy Vustikayala Sivakumar
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| Singapore : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soft Computing and Signal Processing [[electronic resource] ] : Proceedings of 5th ICSCSP 2022 / / edited by V. Sivakumar Reddy, V. Kamakshi Prasad, Jiacun Wang, K. T. V. Reddy
| Soft Computing and Signal Processing [[electronic resource] ] : Proceedings of 5th ICSCSP 2022 / / edited by V. Sivakumar Reddy, V. Kamakshi Prasad, Jiacun Wang, K. T. V. Reddy |
| Autore | Reddy V. Sivakumar |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (669 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PrasadV. Kamakshi
WangJiacun ReddyK. T. V |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Artificial intelligence Signal processing Cooperating objects (Computer systems) Internet of things Computational Intelligence Artificial Intelligence Signal, Speech and Image Processing Cyber-Physical Systems Internet of Things |
| ISBN | 981-19-8669-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Microservice Architecture Observability Tool Analysis -- Chapter 2. Decentralized payment architecture for e-commerce and utility transactions with Government verified identities -- Chapter 3. Detection of Phishing Website using Intelligent Machine Learning Classifiers -- Chapter 4. Bidirectional Gated Recurrent Unit (BiGRU) based Bitcoin Price Prediction by News Sentiment Analysis -- Chapter 5. How AI Algorithms are being used in Applications -- Chapter 6. A Framework for Identifying Theft Detection using Multiple-instance Learning -- Chapter 7. An Efficient Reversible Data Hiding Based on Prediction Error Expansion -- Chapter 8. Deriving Insights from COVID-19 -- Chapter 9. Smoke Detection in Forest Using Deep Learning -- Chapter 10. Pneumothorax Segmentation using Feature Pyramid Network and MobileNet Encoder through Radiography Images -- Chapter 11. Visual Learning with Dynamic Recall -- Chapter 12. Machine learning for drug discovery using ag-glomerative hierarchical clustering -- Chapter 13. Automated Photomontage Generation with Neural Style Transfer -- Chapter 14. Machine Learning Model Development Using Computational Neurology -- Chapter 15. Graph Theory based user profile extraction and community detection in Linkedin- A study. etc. |
| Record Nr. | UNINA-9910734863003321 |
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Reddy V. Sivakumar
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soft Computing and Signal Processing : Proceedings of 3rd ICSCSP 2020, Volume 2
| Soft Computing and Signal Processing : Proceedings of 3rd ICSCSP 2020, Volume 2 |
| Autore | Reddy V. Sivakumar |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2021 |
| Descrizione fisica | 1 online resource (663 pages) |
| Altri autori (Persone) |
PrasadV. Kamakshi
WangJiacun ReddyK. T. V |
| Collana | Advances in Intelligent Systems and Computing Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN | 981-16-1249-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Conference Committee -- Preface -- Contents -- About the Editors -- Artificial Intelligence with New Approach of Concrete Ingredients Changing in the Exact Proportions -- 1 Introduction -- 2 Literature Review -- 3 Materials Used -- 3.1 Admixture -- 3.2 Cement -- 3.3 Fine Aggregate -- 3.4 Course Aggregate -- 3.5 Water -- 3.6 Super Plasticizer -- 4 Methodology -- 4.1 Reading for Specimens -- 4.2 Calculation -- 5 Experimental Result -- 6 Conclusion -- References -- A New Approach in Cloud Environment to Improve Data Security Using Multiple Bits -- 1 Introduction -- 2 Literature Review -- 3 Proposed Technique -- 3.1 Algorithm for Embedding of Message -- 3.2 Algorithm for Repossession of Message -- 4 Experimental Results and Analysis -- 5 Conclusion and Future Scope -- References -- Clustering Text: A Comparison Between Available Text Vectorization Techniques -- 1 Introduction -- 2 Previous Literature -- 3 Dataset -- 3.1 Collection -- 3.2 Filtering -- 3.3 Pre Processing -- 4 Methodology -- 4.1 TFIDF -- 4.2 Doc2Vec -- 4.3 Clustering Techniques -- 4.4 Performance Evaluation -- 5 Results -- 6 Conclusion -- References -- Evaluating Deep Neural Network Ensembles by Majority Voting Cum Meta-Learning Scheme -- 1 Introduction -- 2 Combining the Results of Independent Learners -- 3 Proposed Ensemble Approach -- 4 Results -- 5 Conclusion -- References -- Virtual Mouse Control Using Finger Action -- 1 Introduction -- 2 Existing System -- 3 Proposed System -- 4 Proposed Algorithm -- 4.1 Actions Performed Using Speech Recognition -- 4.2 Task Performed Using Speech Reorganization -- 5 Implementation -- 6 Conclusion -- References -- A Hybrid Model for Combining Neural Image Caption and k-Nearest Neighbor Approach for Image Captioning -- 1 Introduction -- 2 Related Work -- 3 Proposed Hybrid Model -- 3.1 Methodology -- 3.2 Feature Extraction and Normalization.
4 Results -- 5 Conclusion -- References -- Neural Abstractive Text Summarizer for Telugu Language -- 1 Introduction -- 2 Related Work -- 3 Approach -- 3.1 Recurrent Neural Network Encoder-Decoder -- 4 Training -- 5 Evaluation -- 6 Conclusions -- References -- OCR-Based Assistive System for Blind People -- 1 Introduction -- 2 Literature Survey -- 3 Proposed System -- 4 Workflow -- 5 Hardware Components -- 6 Software Used -- 7 OCR -- 8 Tesseract -- 9 Text to Speech (TTS) -- 10 Results -- 11 Billing Description and Output -- 12 Conclusion -- References -- Modern Privacy Risks and Protection Strategies in Data Analytics -- 1 Introduction -- 1.1 Privacy and Privacy Threats -- 2 Privacy Preservation Methods -- References -- An Approach Toward Deep Learning-Based Facial Expression Recognition in Wavelet Domain -- 1 Introduction -- 2 Related Works -- 3 The Proposed Framework -- 3.1 Face Processing -- 3.2 Feature Representation Using DWT -- 3.3 Expression Recognition Using CNN -- 4 Experimental Results and Discussions -- 5 Conclusions -- References -- Modified UNet Architecture with Less Number of Learnable Parameters for Nuclei Segmentation -- 1 Introduction -- 2 Methodology -- 2.1 UNet -- 2.2 Segnet -- 3 Experiments and Results -- 3.1 Dataset Description -- 3.2 Results and Discussions -- 4 Conclusion -- References -- Classification of Diseases Using CBC -- 1 Introduction -- 2 Review of Literature -- 3 Implementation -- 3.1 Data Pre-Processing -- 3.2 Model Training -- 3.3 Evaluation of Model -- 3.4 Machine Learning Algorithms -- 3.5 Analysis of the Model -- 4 Experimental Results and Performance Analysis -- 5 Conclusion and Future Scope -- References -- Post-earthquake Building Damage Detection Using Deep Learning -- 1 Introduction -- 2 Literature Survey -- 3 Proposed System -- 3.1 Preprocessing -- 3.2 Network Architecture -- 3.3 Jaccard Index. 3.4 Dice Coefficient -- 4 Experiments and Setup -- 4.1 Dataset -- 4.2 Setup -- 4.3 Parameters -- 4.4 Analysis -- 5 Conclusion -- References -- Ensemble of Deep Transfer Learning Models for Parkinson's Disease Classification -- 1 Introduction -- 2 Methodology -- 2.1 Architectural Performance -- 2.2 Ensemble Method -- 2.3 Dataset -- 3 Results and Discussion -- 3.1 Experimental Results from Commonly Used Deep Learning Architectures -- 3.2 Experimental Results from the Proposed Ensemble Model -- 4 Conclusion -- References -- Energy-Efficient Clustering in Real-World Wireless Sensor Networks: Implementation -- 1 Introduction -- 2 Literature Survey -- 3 Clustering in Real-World WSNs -- 4 Energy Efficient Clustering: Optimal Cluster Head Selection -- 5 Hopcount Matrix: Properties -- 6 Implementation, Results and Discussions -- 7 Conclusions -- References -- Customer Feedback Through Facial Expression Recognition System Using Neural Network -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Image Data Collection -- 3.2 Data Preprocessing -- 3.3 Model Selection and Training -- 4 Models for Facial Expression Recognition -- 4.1 CNN -- 4.2 VGG16 -- 4.3 VGG19 -- 5 Transfer Learning -- 6 Result and Analysis -- 6.1 Final Results on Real-Time Faces -- 7 Conclusion -- References -- Taxi Demand Prediction Using LSTM and Optimized Taxi Geo-distribution -- 1 Introduction -- 2 Related Work -- 3 Implementation of Location and Time-Based Taxi Demand Prediction -- 3.1 Data Preparation -- 3.2 Time Binning -- 3.3 Feeding the Input to the LSTM Model -- 3.4 Training the Model -- 3.5 Testing the Model -- 4 Proposed Rank-Based Optimized Algorithm for Driver Mapping -- 4.1 Driver-Demand Check -- 4.2 Construction of Rank Table -- 4.3 Driver Mapping Using Rank Table -- 4.4 Mapping Optimization -- 5 Results -- 6 Conclusion -- References. Container ID Detection and Recognition -- 1 Introduction -- 2 Related Works -- 3 Technical Details -- 3.1 Architecture of the System -- 3.2 Data Collection -- 3.3 Data Preprocessing -- 4 Detection Module -- 4.1 Container Detection -- 4.2 Text Detection -- 4.3 Character Detection -- 5 Classification Module -- 6 Experimental Results -- 7 Performance Analysis -- 8 Summary -- References -- Autonomous Flying Using Deep Reinforcement Learning -- 1 Introduction -- 2 Literature Survey -- 3 Experimental Setup -- 3.1 Virtual Environment -- 3.2 Quadcopter -- 3.3 Deep Deterministic Policy Gradient -- 4 Workflow -- 5 Results and Conclusion -- References -- Detecting Surface Cracks on Buildings Using Computer Vision: An Experimental Comparison of Digital Image Processing and Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Data Acquisition -- 3.2 Building the Classifier -- 3.3 Evaluation -- 3.4 Interpretation -- 4 Experimental Results -- 4.1 The DIP-Based Approach Performance -- 4.2 The Deep Learning-Based Approach -- 4.3 Performance on Dataset 4 -- 5 Conclusion -- 6 Future Scope of Work -- 7 Declaration -- References -- A Survey on Preserving Data Confidentiality in Cloud Computing Using Different Schemes -- 1 Introduction -- 2 Literature Survey -- 3 The Objective of the Study -- 4 Results and Comparisons -- 5 Conclusion -- References -- Deep Learning-Based Approach for Human Activity Recognition -- 1 Introduction -- 2 Literature Survey -- 3 Problem Definition -- 4 Proposed System -- 4.1 Mathematical Foundation -- 4.2 Proposed Model -- 5 Performance Analysis and Result -- 6 Conclusion and Future Scope -- References -- Vuln-Check: A Static Analyzer Framework for Security Parameters in Web -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Work -- 3.1 Recon Phase -- 3.2 Scanning -- 3.3 Enumeration -- 3.4 Static Analyzer Phase. 3.5 Reporting -- 4 Experimental Setup and Results -- 5 Comparative Analysis -- 6 Conclusion -- References -- Concept Drift Detection Using Minimum Prediction Deviation -- 1 Introduction -- 2 Related Work -- 3 Minimum Prediction Deviation -- 3.1 Bootstrapping Samples -- 3.2 Uncertainty -- 3.3 Minimum Prediction Deviation Score -- 4 Methodology -- 5 Experiments -- 5.1 Datasets -- 5.2 Experimental Setup -- 6 Results and Discussion -- 7 Conclusion and Future Work -- References -- An Interactive System for Assessing Emotional Wellness -- 1 Introduction -- 2 Related Works -- 3 Architecture Overview -- 4 Implementation -- 4.1 Anxiety Test Questionnaire -- 4.2 Fuzzification -- 4.3 Rule base -- 4.4 Rule Evaluation and Aggregation -- 4.5 Defuzzification -- 5 Results -- 6 Conclusion and Future Scope -- References -- Performance Analysis of Genetic Algorithm for Function Optimization in Multicore Platform Using DEAP -- 1 Introduction -- 2 Literature Survey -- 3 Genetic Algorithm for Function Optimization Using Multicore Platform -- 3.1 Multicore Platform -- 3.2 Distributed Evolutionary Algorithms in Python (DEAP) -- 3.3 Genetic Algorithm for Function Optimization Using Multicore Platform -- 3.4 Benchmark Functions and Parameter Settings -- 4 Experimental Analysis -- 4.1 Experimental Setup and Parameter Setting -- 4.2 Performance Analysis of Genetic Algorithm for Function Optimization in Single and Multicore Platforms for Function with Fixed Variables -- 4.3 Performance Analysis of Genetic Algorithm for Function Optimization in Single and Multicore Platforms for Function with Variable Dimensions -- 5 Conclusion -- References -- Various Image Modalities Used in Computer-Aided Diagnosis System for Detection of Breast Cancer Using Machine Learning Techniques: A Systematic Review -- 1 Introduction -- 2 Methodology -- 2.1 Data Extraction -- 3 Results. 3.1 Imaging Modalities. |
| Altri titoli varianti | Soft Computing and Signal Processing |
| Record Nr. | UNINA-9910497108703321 |
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Reddy V. Sivakumar
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| Singapore : , : Springer Singapore Pte. Limited, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soft Computing and Signal Processing [[electronic resource] ] : Proceedings of 2nd ICSCSP 2019 / / edited by V. Sivakumar Reddy, V. Kamakshi Prasad, Jiacun Wang, K. T. V. Reddy
| Soft Computing and Signal Processing [[electronic resource] ] : Proceedings of 2nd ICSCSP 2019 / / edited by V. Sivakumar Reddy, V. Kamakshi Prasad, Jiacun Wang, K. T. V. Reddy |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (753 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Signal processing Image processing Speech processing systems Data mining Artificial intelligence Computational Intelligence Signal, Image and Speech Processing Data Mining and Knowledge Discovery Artificial Intelligence |
| ISBN | 981-15-2475-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Word2Vec and Evolutionary Computing driven Hybrid Deep Learning based Sentiment Analysis -- Online Information and Grouping of Facebook Users -- Innovative secure authentication interface for Hadoop cluster using DNA cryptography: A practical study -- Human Activity Recognition in Imbalanced Big Data using Fuzzy Rule-Based Classification System -- Early Detection of Hemiplegia by Analyzing the Gait Characteristics and Walking Patterns using Convolutional Neural Networks -- Twin-Security Model- A Machine Learning based approach for DDoS Security in SDN -- Enhancement in Data Security Using DNA Cryptography -- Internet of Things: An Overview -- A Fuzzy-Neuro Based Clinical Decision Support System for Disease Diagnosis Using Symptom Severity -- Analysis of Patients Reviews and Enhancing Services in Hospitals -- Human Pose Estimation and ActivityClassification using Machine Learning Approach -- Implementation of Interpolation in Credit Card Fraud Detection -- A Statistical-Semantic PSO model for Customer Reviews based Question Answer Systems -- Low cost IoT based Spirometer Device with Silicon Pressure Sensor -- Recommending research article based on user queries using Latent Dirichlet Allocation -- An Applied Time Series Forecasting Model for Yield Prediction of Agricultural Crop -- Design and Implementation of the Protocol forSecure Software-Based Remote Attestation inIoT Devices -- Label assignment and sentimental analysis for a product review on Twitter data -- Preserving the Privacy of Audio le using IdealSecret Sharing Scheme with Cloud Storage -- Hadoop Performance Acceleration by Effective Data and Job Placement -- Modified Quick Fuzzy Hypersphere NeuralNetwork for Pattern Classi cation using Supervised Clustering -- Third Eye : Assistance for Reading Disability -- Enhanced Attach Procedure for Prevention of Authentication Synchronization Failure Attack -- Static Load Balancing Algorithms in Cloud Computing: Challenges and Solutions -- A Survey on Text Question Responsive Systems in English and Indian Languages -- Vehicle Type Classification Using Deep Learning -- Deep learning approach: Detection of replayattack in ASV systems -- Acoustic Scene Classification using Convolutional Neural Network -- Classification of Microscopic algae: an observational study with AlexNet -- A novel true colour Image bit modification Technique for Image Steganography -- A GRU based Neural Machine Translation followed by Proper Noun Transliteration -- A Novel approach using Support Vector Machine for outlier removal and Multilayer Perceptron in Classifying Medical Datasets -- Automatic speech recognition using deep neural Network -- A Novel Hybridized Strategy for Machine Translation for Indian Languages -- On Efficient Prediction of Indian Stock Indices using ELM based Technique -- Automatic Representative Framelets selection for human action recognition in surveillance videos -- Fuzzy Assisted PLS Regression for Enhancing Quantification Efficiency of Electronic Nose -- Wavelet Assisted Phase Space Analysis for Improved VOCs Discrimination Using SAW Sensor Transients -- Network Simulation & Performance Analysis using Riverbed Modeler -- An Enhanced Low Duty Cycle MAC protocol for Wireless Sensor Networks -- CHAR:A Novel Cloud based live health Augmented Reality Framework -- Strawberry Leaf Diseases Detection and Suggestion for Pesticides Using Articial Neural Network -- Real Time Suspicious Activity Detection -- Modeling the Chandrayaan-1 Hyperspectral (HySI) Data for Mineral Mixing Analysis -- Implementation of the Bi-Directional Reflectance Function for modeling the spectra derived from Hyperspectral Images -- Stereo Vision Based Path Planning System for an Autonomous Harvester -- Ontology Driven Clinical Data Analyzer Of Skin Diseases Based On SVM -- Age Group Estimation from Human Iris -- LabVIEW Based Virtual Laboratories for Electrical Engineering Education with Real Time Implementation -- Hybrid Features based Efficient Radar Target Classification using Support Vector Machine -- A Machine Learning Approach to Identify the Students at the Risk of Dropping Out of Secondary Education in India -- Multi-Level Intelligent Border Security System -- Rolling Ball Bearing Fault Classification Using Variational Mode Decomposition and Footprint of Hilbert Transform -- Minimization Of Propagation Delay For DADCQ Protocol in VANET -- Sound Inheritance for Electric Vehicles -- Pattern Classification of Handwritten Kannada Digits Using Customized CNN -- Multivariate Regression Analysis on Climate variables for weather forecasting in Indian Subcontinent -- Comparison of Machine Learning Methods for Effective Autism Diagnosis -- Influence of Language Specific Features for Author Identification on Indian Literature in Marathi -- Segmentation of Retinal Features using hybrid BINI Thresholding in Diabetic Retinopathy Fundus Images -- A Novel Stacked Multilayer Antenna for ISM Band Applications -- Acknowledgement Spoofing At Kernel Level and TCP Sender Behaviour Analysis -- Study and Analysis of IRNSS/NavIC Signals for Atmospheric Effects near Bangalore Region -- Enabling Efficient Broadcasting Through Authentication based MAC Protocol in Internet of Vehicles -- An Efficient Batch Verification Scheme for Secure Vehicular Communication using Bilinear Pairings -- Remote Sensing Image Super-Resolution Using Residual Dense Network -- Optimal selection of Wavelet transform for denoising of ECG signal on the basis of Statistical Parameters -- Correlative wave form coding for interference mitigation in VHF-radar system -- A Comparative Discussion on Various Modern Video Retrieval Strategies -- Extraction of Key frames using Rough Set Theory for Video Retrieval. |
| Record Nr. | UNINA-9910483436803321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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