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Decision Intelligence : Proceedings of the International Conference on Information Technology, InCITe 2023, Volume 1 / / edited by B. K. Murthy, B. V. R. Reddy, Nitasha Hasteer, Jean-Paul Van Belle
| Decision Intelligence : Proceedings of the International Conference on Information Technology, InCITe 2023, Volume 1 / / edited by B. K. Murthy, B. V. R. Reddy, Nitasha Hasteer, Jean-Paul Van Belle |
| Autore | Murthy B. K |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (416 pages) |
| Disciplina | 004 |
| Altri autori (Persone) |
ReddyB. V. R
HasteerNitasha Van BelleJean-Paul |
| Collana | Lecture Notes in Electrical Engineering |
| Soggetto topico |
Computational intelligence
Artificial intelligence Quantitative research Telecommunication Computational Intelligence Artificial Intelligence Data Analysis and Big Data Communications Engineering, Networks |
| ISBN |
9789819959976
9819959977 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- A Radio Frequency-Based Energy Harvesting Model for IoMT Device -- 1 Introduction -- 1.1 Contribution -- 2 Related Works -- 3 Proposed Model -- 3.1 RFEH Model -- 3.2 RFEH-IoMT Model -- 4 Performance Analysis -- 5 Conclusion -- References -- Cancer Hotspot Identification and Analysis: A Scan Statistics Approach -- 1 Introduction -- 1.1 Research Problem -- 1.2 Related Work -- 2 Relevance -- 3 Objective -- 4 Data Design and Processing -- 5 Methodology Adopted -- 5.1 Hotspot Analysis -- 5.2 Welch's T-test -- 6 Spearman's Rank Correlation Coefficient (rs) -- 7 Results and Discussion -- 7.1 Hotspot Detection -- 7.2 Descriptive Approach -- 8 Conclusion -- 9 Limitations -- 10 Scope for Future Research -- References -- An Artificial Voice Box that Makes Use of Unconventional Methods of Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Neuro Decoder -- 3.2 Artificial Voice Box -- 4 Conclusion -- References -- State-of-Art Review on Medical Image Classification Techniques -- 1 Introduction -- 2 Image Pre-processing Techniques for Medical Images -- 2.1 Image Filtering -- 2.2 Segmentation -- 3 Feature Selection and Feature Extraction -- 4 Classification Techniques -- 4.1 Using Traditional Classifiers -- 4.2 Using Deep Learning Algorithms -- 5 Conclusion -- References -- Prediction of Loan Approval of Customers Based on Credit Score Using Machine Learning -- 1 Introduction -- 2 Motivation -- 3 Literature Survey -- 4 Methodology -- 4.1 Dataset -- 4.2 Credit Score -- 4.3 Pre-processing -- 4.4 Logistic Regression -- 4.5 K-Nearest Neighbour -- 4.6 Decision Tree -- 4.7 Random Forest -- 4.8 Linear Discriminant Analysis -- 5 Result Analysis -- 6 Conclusion and Future Scope -- References.
Strategies for the Adoption of AI Technologies in the South African Wine and Fruit Industries -- 1 Introduction -- 2 Literature Review -- 2.1 AI Technologies for the SA Agricultural Sector -- 2.2 Barriers and Challenges of Adopting AI Technologies in Agriculture -- 3 Research Design and Methodology -- 4 Findings and Discussion -- 4.1 Current AI Technologies in Agricultural Processes -- 4.2 Challenges of Adopting AI Technologies -- 4.3 Strategies to Facilitate the Adoption of AI Technologies in Agriculture -- 5 Conclusion -- References -- Real-Time Facial Mask Detection Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Data Collection -- 3.2 Model -- 3.3 Training -- 4 Result -- 5 Limitations -- 6 Conclusion and Future Scope -- References -- SSATS-Enhancement of Semantic Similarity of Abstractive Text Summarization Using Transformer -- 1 Introduction -- 2 Key Contributions -- 3 Literature Survey -- 4 Proposed Methodology -- 5 Experiments -- 5.1 Dataset -- 5.2 Metrics -- 6 Results and Discussion -- 7 Conclusion and Future Work -- References -- Semantic Segmentation of Optical Satellite Images -- 1 Introduction -- 2 Evaluation Metric -- 3 Related Work -- 4 Comparison Between State-of-the-Art Methods -- 5 Future Work and Challenges -- 6 Conclusion -- References -- Human Gender and Age Estimator Using Local and Global Features with Machine Learning -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 3.1 Data Acquisition -- 3.2 Pre-processing -- 3.3 Face Detection -- 3.4 Adaboost Algorithm -- 3.5 Feature Extraction -- 3.6 HOG Descriptors-Histogram of Oriented Gradients -- 3.7 LBP-Local Binary Pattern -- 3.8 Feature Reduction Using PCA -- 3.9 Principle Component Analysis (PCA) -- 3.10 SVM-Support Vector Machine Classifier -- 4 Experimental Results -- 4.1 Training and Testing -- 5 Conclusion -- References. Predictive Analysis of Neurodegenerative and Chronic Fatigue Disease -- 1 Introduction -- 1.1 Literature Review -- 2 Methodology -- References -- An Automatic Early Alert System on Detecting Dozing Driver -- 1 Introduction -- 2 Related Research Work -- 3 Proposed Methodology -- 3.1 Facial Landmark Identification -- 3.2 Eye Closing Detection -- 3.3 Yawning Detection -- 3.4 Alert -- 4 Experimental Results -- 5 Conclusion -- References -- Reversible Image Steganography to Achieve Effective PSNR -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Reversible Image Steganography Methods for Compressed Images -- 3.2 Reversible Steganography Methods for Coded Images -- 3.3 High-Capacity Techniques for Reversible Image Steganography -- 3.4 Performance Study for Reversible Image Steganography -- 4 Experimental Results -- 5 Conclusion -- References -- EDA and Predicting Customer's Response for Cross-Sell Vehicle Insurance -- 1 Introduction -- 2 Literature Review -- 2.1 Why ML in Insurance -- 2.2 Related Work -- 3 Data Collection and Understanding -- 4 Work Flow and Framework of the Proposed Analysis -- 5 Data Preparation -- 6 Techniques Employed -- 7 Results and Discussion -- 8 Conclusion and Future Work -- References -- A Study of Feature-Based and Pixel-Level Image Fusion Techniques -- 1 Introduction -- 2 Pixel Fusion -- 3 Feature Level -- 4 Discrete Wavelet Transform -- 5 C-Mean Fuzzy Clustering -- 6 The Proposed Model -- 7 Performance Measures -- 7.1 Standard Deviation (SD) -- 7.2 Entropy (En) -- 7.3 Signal-to-Noise Ratio (SNR) -- 7.4 Deviation Index (DI) -- 8 Results -- 9 Conclusion -- References -- Catch Your Session, Track Your Pulse e-Health Service Using Blockchain -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 4 Proposed System -- 5 Architecture System -- 5.1 Patient information management Module -- 5.2 Slot Booking Module. 6 Results and Analysis -- 7 Conclusion -- References -- Ansuni Baat-A Bridge to Sign Language Communication -- 1 Introduction -- 1.1 Aim and Features -- 1.2 Background of the Study -- 2 Literature Review -- 3 System Analysis -- 3.1 Software Requirement Specification -- 3.2 Flow Diagram for the System -- 4 Methodology -- 4.1 Front-end -- 4.2 Back-end -- 4.3 Database -- 5 Result -- 6 Conclusion -- 7 Future Scope -- References -- A Review of Deep Learning Algorithms for Early Detection of Oral Mouth Cancer -- 1 Introduction -- 2 Research Approach -- 2.1 Research Question -- 2.2 Data Source -- 2.3 Paper Selection Criteria -- 3 Findings -- 4 Future Challenges -- 5 Conclusion -- References -- Malware Detection Using Deep Learning -- 1 Literature Review -- 2 Linear Regression -- 3 Types of Malwares -- 3.1 Virus -- 3.2 Worm -- 3.3 Trojan Horse -- 3.4 Spyware -- 3.5 Rootkit -- 4 Malware Detection -- 4.1 Anomaly Detection -- 4.2 Signature Detection -- 4.3 Specification-Based Detection -- 5 Botnet -- 5.1 How Botnet Attacks IoT Devices -- 5.2 Feature Selection -- 6 Algorithms Used -- 6.1 Logistic Regression -- 6.2 F1 Score -- 6.3 Epoch -- 6.4 KERAS -- 6.5 Standardization -- 7 Attributes of Datasets Used in the Project -- 7.1 KNN -- 7.2 Decision Tree -- 7.3 ANN -- 7.4 Logistic Regression -- 7.5 Naïve Bayes -- 7.6 SVM -- 8 Conclusion -- References -- Automatic Title Generation with Attention-Based LSTM -- 1 Introduction -- 1.1 Motivation and Justification of Automatic Title Generation -- 1.2 Contribution of the Proposed Work -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Sequence-to-Sequence (Seq-to-Seq) Model -- 3.2 Seq-to-Seq Model Components -- 4 Experimental Setup and Result -- 4.1 Data Collection -- 4.2 Data Preprocessing -- 4.3 Train the Processed Data Using the Seq-to-Seq Model -- 5 Conclusion of the Proposed Work and Future Work -- References. COVID-19 (COV-19) Spreading Diagnoses by Feature Representation Method Through Visual Learning (FVisL-CoV19) -- 1 Introduction -- 2 Related Works -- 3 Proposed Model -- 3.1 Feature Illustration of Visible-Learning-Methodology (FVisL-CoV19) -- 3.2 CoV19 Spreading Diagnoses Algorithm -- 4 Results and Discussions -- 4.1 Dataset Evaluation -- 4.2 Evaluation Metrics -- 4.3 Results -- 5 Conclusions -- References -- Alzheimer's Disease Classification Using Deep Learning Models -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Work -- 3.1 Input -- 3.2 Data Pre-processing -- 3.3 Model Building -- 4 Results and Discussion -- 5 Conclusion -- References -- Brain Pathology Detection Using Convolutional Neural Network from EEG Signal -- 1 Introduction -- 2 Related Works -- 3 Methodology and Design -- 4 Implementation and Results -- 5 Conclusion -- References -- CNN-Based Adversarial Embedding for Image Steganograpy -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 3.1 Existing Methods -- 3.2 Proposed Methods -- 4 Result and Discussion -- 5 Conclusion -- References -- Machine Learning Approaches for Entity Extraction from Citation Strings -- 1 Introduction -- 2 Related Work -- 2.1 Non-machine Learning based Approaches -- 2.2 Machine Learning based Approaches -- 2.3 Limitations of Machine Learning based Approaches -- 2.4 Combination of Machine Learning and non-Machine Learning methods -- 3 Comparative Analysis -- 4 Conclusion -- 5 Future Scope -- References -- A Survey on Brain Tumor Segmentation with Missing MRI Modalities -- 1 Introduction -- 2 Methodologies -- 2.1 Common Latent Space -- 2.2 Knowledge Distillation Network -- 2.3 Mutual Information Maximization -- 3 Dataset -- 4 Evaluation Metrices -- 5 Experimental Analysis -- 6 Conclusion and Future Work -- References. Deep Learning Based Segmentation Approach for Cervical Cancer Detection Using Pap Smears. |
| Record Nr. | UNINA-9910766892903321 |
Murthy B. K
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Digital Solutions for Environmental and Economic Development : Select Proceedings of ICEIL 2024, Volume 2 / / edited by Balvinder Shukla, B. K. Murthy, Nitasha Hasteer, Sumeet Gupta, Diptiranjan Mahapatra
| Digital Solutions for Environmental and Economic Development : Select Proceedings of ICEIL 2024, Volume 2 / / edited by Balvinder Shukla, B. K. Murthy, Nitasha Hasteer, Sumeet Gupta, Diptiranjan Mahapatra |
| Autore | Shukla Balvinder |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (519 pages) |
| Disciplina | 658.514 |
| Altri autori (Persone) |
MurthyB. K
HasteerNitasha GuptaSumeet MahapatraDiptiranjan |
| Collana | Lecture Notes in Electrical Engineering |
| Soggetto topico |
Computational intelligence
Artificial intelligence Quantitative research Computational Intelligence Artificial Intelligence Data Analysis and Big Data |
| ISBN | 981-9650-66-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The roles of the Board of Directors and Senior Management in Cybersecurity A Systematic Literature Review -- The Large Scale Use of Electric Vehicles Significantly Affect Economies and Markets A Review -- Entrepreneurship, Women Entrepreneurship and Entrepreneurial Intentions Building Global Impact -- Ensemble Learning Based Approach to Predict Effective Software Reuse -- The effect of digital platform economies on consumer behavior and market dynamics. |
| Record Nr. | UNINA-9911021974503321 |
|
Shukla Balvinder
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intelligent IT Solutions for Sustainability in Industry 5.0 Paradigm : Select Proceedings of ICEIL 2023 / / edited by Balvinder Shukla, B. K. Murthy, Nitasha Hasteer, Harpreet Kaur, Jean-Paul Van Belle
| Intelligent IT Solutions for Sustainability in Industry 5.0 Paradigm : Select Proceedings of ICEIL 2023 / / edited by Balvinder Shukla, B. K. Murthy, Nitasha Hasteer, Harpreet Kaur, Jean-Paul Van Belle |
| Autore | Shukla Balvinder |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (517 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
MurthyB. K
HasteerNitasha KaurHarpreet Van BelleJean-Paul |
| Collana | Lecture Notes in Electrical Engineering |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN |
9789819716821
9819716829 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Comparative Analysis of Financial Datasets Predictive Modelling Using Feature Extraction Methods -- Extracting Relevant Features for Software Transplantation -- The Role of Generative Artificial Intelligence (GAI) in Education: A Detailed Review for Enhanced Learning Experiences -- A Comparative Analysis and Statistical Inference of Diabetes cases -- A study on Indian Digital Banking Online Customer Experience -- Cancer Detection Techniques: An Overview of Traditional and AI-Based Methods and Their Comparative Analysis -- A novel Classification Scheme for Credit Card Fraud Detection Using Data Mining -- Measuring Impact of Generative AI in Software Development and Innovation -- Tag Tracker: A Smart Asset Tracking Solution -- Implementation of File Tracking Machine to Assess Employee Performance using Web Services System -- Modified modelling of RoF for advanced wireless network for long haul communication -- SafeMeds: Electronic Health Records using Blockchain -- Predictive Analysis of Oil and Gasusing Well Log Data -- Intelligent Irrigation Systems in Agriculture using Fuzzy Logic Techniques -- Parallel Corpus Development using Machine Translation -- Employing Machine Learning Models in Prediction of Harmful gases from Agri-waste -- Participation of cybersecurity practitioners in a cybersecurity CoP in Africa -- Depression Detection using Linear Regression Model -- Impact of Gamification on Student Learning: An Empirical Evidence -- A Review on Diabetes Prediction Using Machine Learning Techniques. |
| Record Nr. | UNINA-9910872181803321 |
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Shukla Balvinder
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intelligent IT Solutions to Promote Indigenous Innovations : Select Proceedings of ICEIL 2024, Volume 1 / / edited by Balvinder Shukla, Mahadeo Jaiswal, Nitasha Hasteer, Rahul Sindhwani, Sangeeta Khorana
| Intelligent IT Solutions to Promote Indigenous Innovations : Select Proceedings of ICEIL 2024, Volume 1 / / edited by Balvinder Shukla, Mahadeo Jaiswal, Nitasha Hasteer, Rahul Sindhwani, Sangeeta Khorana |
| Autore | Shukla Balvinder |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (571 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
JaiswalMahadeo
HasteerNitasha SindhwaniRahul KhoranaSangeeta |
| Collana | Lecture Notes in Electrical Engineering |
| Soggetto topico |
Computational intelligence
Artificial intelligence Quantitative research Computational Intelligence Artificial Intelligence Data Analysis and Big Data |
| ISBN | 981-9639-36-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911015873603321 |
|
Shukla Balvinder
|
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Strategic Framework and Intelligent Solutions for Sustainable Cities and Communities
| Strategic Framework and Intelligent Solutions for Sustainable Cities and Communities |
| Autore | Kakkar Misha |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Newark : , : John Wiley & Sons, Incorporated, , 2025 |
| Descrizione fisica | 1 online resource (216 pages) |
| Altri autori (Persone) |
HasteerNitasha
SindhwaniRahul TurpinMarita DavimJ. Paulo |
| Collana | ISTE Invoiced Series |
| ISBN |
1-394-40635-5
1-394-40633-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911022470703321 |
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Kakkar Misha
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| Newark : , : John Wiley & Sons, Incorporated, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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