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Artificial Intelligence for Big Data : complete guide to automating Big Data solutions using Artificial Intelligence techniques / / Anand Deshpande, Manish Kumar
Artificial Intelligence for Big Data : complete guide to automating Big Data solutions using Artificial Intelligence techniques / / Anand Deshpande, Manish Kumar
Autore Deshpande Anand
Edizione [1st edition]
Pubbl/distr/stampa Birmingham ; ; Mumbai : , : Packt Publishing, , 2018
Descrizione fisica 1 online resource (384 pages)
Disciplina 005.7
Soggetto topico Big data
Business logistics - Data processing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910794635503321
Deshpande Anand  
Birmingham ; ; Mumbai : , : Packt Publishing, , 2018
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Artificial Intelligence for Big Data : complete guide to automating Big Data solutions using Artificial Intelligence techniques / / Anand Deshpande, Manish Kumar
Artificial Intelligence for Big Data : complete guide to automating Big Data solutions using Artificial Intelligence techniques / / Anand Deshpande, Manish Kumar
Autore Deshpande Anand
Edizione [1st edition]
Pubbl/distr/stampa Birmingham ; ; Mumbai : , : Packt Publishing, , 2018
Descrizione fisica 1 online resource (384 pages)
Disciplina 005.7
Soggetto topico Big data
Business logistics - Data processing
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910814117103321
Deshpande Anand  
Birmingham ; ; Mumbai : , : Packt Publishing, , 2018
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Building data streaming applications with Apache Kafka : designing and deploying enterprise messaging queues / / Manish Kumar, Chanchal Singh
Building data streaming applications with Apache Kafka : designing and deploying enterprise messaging queues / / Manish Kumar, Chanchal Singh
Autore Manish Kumar
Edizione [1st edition]
Pubbl/distr/stampa Birmingham : , : Packt, , 2017
Descrizione fisica 1 online resource (269 pages) : color illustrations
Soggetto topico Information storage and retrieval systems
Telecommunication - Message processing
Web sites - Design
Agile software development
Soggetto genere / forma Electronic books.
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910494717803321
Manish Kumar  
Birmingham : , : Packt, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Building data streaming applications with Apache Kafka : designing and deploying enterprise messaging queues / / Manish Kumar, Chanchal Singh
Building data streaming applications with Apache Kafka : designing and deploying enterprise messaging queues / / Manish Kumar, Chanchal Singh
Autore Manish Kumar
Edizione [1st edition]
Pubbl/distr/stampa Birmingham : , : Packt, , 2017
Descrizione fisica 1 online resource (269 pages) : color illustrations
Disciplina 006.8
Soggetto topico Information storage and retrieval systems
Telecommunication - Message processing
Web sites - Design
Agile software development
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910796535803321
Manish Kumar  
Birmingham : , : Packt, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Building data streaming applications with Apache Kafka : designing and deploying enterprise messaging queues / / Manish Kumar, Chanchal Singh
Building data streaming applications with Apache Kafka : designing and deploying enterprise messaging queues / / Manish Kumar, Chanchal Singh
Autore Manish Kumar
Edizione [1st edition]
Pubbl/distr/stampa Birmingham : , : Packt, , 2017
Descrizione fisica 1 online resource (269 pages) : color illustrations
Disciplina 006.8
Soggetto topico Information storage and retrieval systems
Telecommunication - Message processing
Web sites - Design
Agile software development
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910817765403321
Manish Kumar  
Birmingham : , : Packt, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Development of Efficient OLEDs from Solution Deposition
Development of Efficient OLEDs from Solution Deposition
Autore Manish Kumar
Pubbl/distr/stampa MyJoVE Corporation
Formato Videoregistrazioni
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9911020589303321
Manish Kumar  
MyJoVE Corporation
Videoregistrazioni
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Generative Artificial Intelligence : Concepts and Applications
Generative Artificial Intelligence : Concepts and Applications
Autore Nidhya R
Edizione [1st ed.]
Pubbl/distr/stampa Newark : , : John Wiley & Sons, Incorporated, , 2025
Descrizione fisica 1 online resource (0 pages)
Altri autori (Persone) PavithraD
Manish Kumar
Dinesh KumarA
Pālamurukan̲Ca
Collana Industry 5. 0 Transformation Applications Series
Soggetto topico Artificial intelligence
Generative programming (Computer science)
ISBN 9781394209835
1394209835
9781394209811
1394209819
9781394209828
1394209827
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cover -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- Chapter 1 Exploring the Creative Frontiers: Generative AI Unveiled -- 1.1 Introduction -- 1.1.1 Definition and Significance of Generative AI -- 1.1.2 Historical Overview and Development -- 1.2 Foundational Concepts -- 1.2.1 Neural Networks and Generative Models -- 1.2.2 Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs) -- 1.3 Applications Across Domains -- 1.3.1 Creative Arts: Music, Visual Arts, Literature -- 1.3.2 Content Generation: Text, Images, Videos -- 1.3.3 Scientific Research and Data Augmentation -- 1.3.4 Healthcare and Drug Discovery -- 1.3.5 Gaming and Virtual Environments -- 1.4 Ethical Considerations -- 1.5 Future Prospects and Challenges -- 1.6 Conclusion -- Reference -- Chapter 2 An Efficient Infant Cry Detection System Using Machine Learning and Neuro Computing Algorithms -- 2.1 Introduction -- 2.2 Literature Survey -- 2.3 Methodology -- 2.3.1 Database -- 2.3.2 Feature Extraction -- 2.3.2.1 Short-Term Energy -- 2.3.2.2 Mel-Frequency Cepstral Coefficients -- 2.3.2.3 Spectrograms -- 2.3.3 Classification -- 2.3.4 Convolutional Neural Network (CNN) -- 2.3.5 Recurrent Neural Network (RNN) -- 2.3.6 Regularized Discriminant Analysis (RDA) -- 2.3.7 Multi-Layer Perceptron (MLP) -- 2.4 Experimental Results -- 2.5 Conclusion -- References -- Chapter 3 Improved Brain Tumor Segmentation Utilizing a Layered CNN Model -- 3.1 Introduction -- 3.2 Related Works -- 3.3 Methodology -- 3.4 Numerical Results -- 3.5 Conclusion -- References -- Chapter 4 Natural Language Processing in Generative Adversarial Network -- 4.1 Introduction -- 4.2 Literature Survey -- 4.3 The Implementation of NLP in GAN for Generating Images and Summaries -- 4.3.1 Working of Sequence Generative Adversarial Network (SeqGAN).
4.3.2 Working of Generative Adversarial Transformer (GAT) -- 4.3.2.1 Steps to Incorporate NLP in GAN -- 4.3.3 Implementation of NLP in GAN -- 4.3.4 Generate the Image Using Textual Description -- 4.3.5 Text Summarization -- 4.3.5.1 Graph-Based Summarization -- 4.4 Conclusion -- References -- Chapter 5 Modeling A Deep Learning Network Model for Medical Image Panoptic Segmentation -- 5.1 Introduction -- 5.2 Related Works -- 5.3 Methodology -- 5.3.1 Deep Masking Convolutional Model (DMCM) -- 5.4 Numerical Results and Discussion -- 5.5 Conclusion -- References -- Chapter 6 A Hybrid DenseNet Model for Dental Image Segmentation Using Modern Learning Approaches -- 6.1 Introduction -- 6.2 Related Works -- 6.3 Methodology -- 6.3.1 Dataset -- 6.3.2 Dense Transformer Model -- 6.3.3 DenseNet Model -- 6.4 Numerical Results and Discussion -- 6.4.1 Discussion -- 6.5 Conclusion -- References -- Chapter 7 Modeling A Two-Tier Network Model for Unconstraint Video Analysis Using Deep Learning -- 7.1 Introduction -- 7.2 Related Works -- 7.3 Methodology -- 7.4 Numerical Results and Discussion -- 7.5 Conclusion -- References -- Chapter 8 Detection of Peripheral Blood Smear Malarial Parasitic Microscopic Images Utilizing Convolutional Neural Network -- 8.1 Introduction -- 8.2 Malaria -- 8.2.1 Malaria-Infected Red Blood Cells with Types -- 8.3 Literature Survey -- 8.4 Proposed Methodology and Algorithm -- 8.4.1 Proposed Algorithm -- 8.5 Result Analysis -- 8.5.1 Dataset -- 8.5.2 Preprocessing of Data -- 8.5.3 Splitting of Dataset -- 8.5.4 Classification -- 8.5.5 Model Prediction and Performance Metrics -- 8.5.6 CNN Learning Curves -- 8.6 Discussion -- 8.7 Conclusion -- 8.8 Future Scope -- References -- Chapter 9 Exploring the Efficacy of Generative AI in Constructing Dynamic Predictive Models for Cybersecurity Threats: A Research Perspective -- 9.1 Introduction.
9.2 Related Works -- 9.3 Methodology -- 9.3.1 Pre-Processing -- 9.3.2 Classifier -- 9.3.3 Optimization -- 9.4 Numerical Results and Discussion -- 9.5 Conclusion -- References -- Chapter 10 Poultry Disease Detection: A Comparative Analysis of CNN, SVM, and YOLO v3 Algorithms for Accurate Diagnosis -- 10.1 Introduction -- 10.2 Literature Review -- 10.3 Objectives -- 10.3.1 Accurate Disease and Early Disease Identification -- 10.3.2 Multi-Class Disease Identification -- 10.3.3 Automation and Real-Time Disease Monitoring -- 10.3.4 Better Accuracy -- 10.4 Methodology -- 10.4.1 Dataset -- 10.4.2 Data Preprocessing -- 10.4.3 Image Preprocessing -- 10.4.4 Data Augmentation -- 10.4.5 Extracting Region of Interest -- 10.5 Results and Discussion -- 10.6 Conclusion -- References -- Chapter 11 Generative AI-Enhanced Deep Learning Model for Crop Type Analysis Based on Clustered Feature Vectors and Remote Sensing Imagery -- 11.1 Introduction -- 11.2 Related Works -- 11.3 Methodology -- 11.3.1 Saliency Analysis -- 11.3.2 Saliency Region Analysis with Belief Networking -- 11.3.3 Group Analysis -- 11.3.4 Classification -- 11.3.5 Parameter Setup -- 11.4 Numerical Results and Discussion -- 11.4.1 Dataset -- 11.4.2 Classification Results and Discussions -- 11.5 Conclusion -- References -- Chapter 12 Cardiovascular Disease Prediction with Machine Learning: An Ensemble-Based Regressive Neighborhood Model -- 12.1 Introduction -- 12.2 Related Works -- 12.3 Methodology -- 12.3.1 Pre-Processing -- 12.3.2 Feature Selection -- 12.3.3 Classification -- 12.4 Numerical Results and Discussion -- 12.5 Conclusion -- References -- Chapter 13 Detection of IoT Attacks Using Hybrid RNN-DBN Model -- 13.1 Introduction -- 13.2 Related Work -- 13.3 Methodology -- 13.3.1 Dataset Used -- 13.3.2 Data Preprocessing -- 13.3.3 Data Normalization -- 13.3.4 Multi-Class Classification.
13.3.5 Splitting Dataset -- 13.3.6 RNN-DBN -- 13.4 Experiments and Results -- 13.5 Conclusion and Future Scope -- References -- Chapter 14 Identification of Foliar Pathologies in Apple Foliage Utilizing Advanced Deep Learning Techniques -- 14.1 Introduction -- 14.2 Literature Survey -- 14.2.1 Disease Detection Using Machine and Deep Learning Techniques (2015-2021) -- 14.2.2 Disease Detection Using Transfer Learning (2015-2021) -- 14.3 Different Diseases of Leaves -- 14.4 Dataset -- 14.5 Proposed Methodology -- 14.6 Data Analysis -- 14.7 Pre-Processing Technique -- 14.8 Data Visualization -- 14.9 Evolutionary Progression and Genesis of Model -- 14.9.1 Evolution Model -- 14.9.2 Model Performance -- References -- Chapter 15 Enhancing Cloud Security Through AI-Driven Intrusion Detection Utilizing Deep Learning Methods and Autoencoder Technology -- 15.1 Introduction -- 15.2 Related Work -- 15.3 Proposed Methodology -- 15.3.1 DL-Based IDS for Cloud Security -- 15.4 Results and Discussion -- 15.4.1 Performance Analysis -- 15.4.1.1 Accuracy -- 15.4.1.2 Precision -- 15.4.1.3 Recall -- 15.4.1.4 F1 Score -- 15.4.1.5 AUC - Area Under the Curve -- 15.5 Conclusion -- References -- Chapter 16 YouTube Comment Analysis Using LSTM Model -- 16.1 Introduction -- 16.2 Related Work -- 16.3 Literature Survey -- 16.4 Existing System -- 16.5 Methodology -- 16.6 Result and Discussion -- 16.7 Conclusion -- References -- Index -- Also of Interest -- EULA.
Record Nr. UNINA-9911019579803321
Nidhya R  
Newark : , : John Wiley & Sons, Incorporated, , 2025
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Geographic Information Systems in Urban Planning and Management / / by Manish Kumar, R. B. Singh, Anju Singh, Ram Pravesh, Syed Irtiza Majid, Akash Tiwari
Geographic Information Systems in Urban Planning and Management / / by Manish Kumar, R. B. Singh, Anju Singh, Ram Pravesh, Syed Irtiza Majid, Akash Tiwari
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
Descrizione fisica 1 online resource (260 pages)
Disciplina 307.1216
Collana Advances in Geographical and Environmental Sciences
Soggetto topico Geographic information systems
Geography
Human geography
Environmental sciences - Social aspects
Geographical Information System
Regional Geography
Human Geography
Environmental Social Sciences
ISBN 981-19-7855-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Introduction of Geographic Information System -- Referencing and Coordinate Systems in GIS -- GIS Data Models -- Data Input in GIS -- Data Visualization and Output -- Spatial Data Analysis -- Non-spatial Data Management -- Applications of GIS in Urban Policy/Planning/Management -- Monitoring and Modelling of Urban Land Use Changes -- Simulating Future Urban Growth using Cellular Automata-Markov Chain Models -- Identification of Potential Sites for Housing Development Using GIS Based Multi-Criteria Evaluation Technique -- Urban Green Space Analysis and Potential Site Selection for Green Space Expansion -- A Multi-Criteria Decision Making for Alternative Landfill Site Selections Using Fuzzy TOPSIS Approach -- Urban Flood Susceptibility Modelling of Srinagar using Novel Fuzzy Multi-Layer Perceptron Neural Network (Fuzzy MLPNN) -- Assessment, Mapping and prediction of Urban Heat Island. .
Record Nr. UNINA-9910647775203321
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Impact of COVID-19 on emerging contaminants : one health framework for risk assessment and remediation / / edited by Manish Kumar and Sanjeeb Mohapatra
Impact of COVID-19 on emerging contaminants : one health framework for risk assessment and remediation / / edited by Manish Kumar and Sanjeeb Mohapatra
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (438 pages)
Disciplina 628.168
Collana Springer Transactions in Civil and Environmental Engineering
Soggetto topico Emerging contaminants in water
ISBN 981-19-1847-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910574047303321
Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Remote Sensing and Geographic Information Systems for Policy Decision Support / / edited by R. B. Singh, Manish Kumar, Dinesh Kumar Tripathi
Remote Sensing and Geographic Information Systems for Policy Decision Support / / edited by R. B. Singh, Manish Kumar, Dinesh Kumar Tripathi
Edizione [1st ed. 2022.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022
Descrizione fisica 1 online resource (495 pages)
Disciplina 658.403
Collana Advances in Geographical and Environmental Sciences
Soggetto topico Geography
Geographic information systems
Natural disasters
Regional Geography
Geographical Information System
Natural Hazards
ISBN 9789811677311
981167731X
9789811677304
9811677301
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Estimated error analysis in downscaled land surface temperature -- Frequency Ratio approach for landslide susceptibility mapping of Phonda Ghat of Maharashtra -- Evaluation of the Hydrological Process Prevalent in Ghaggar River Basin using Interferometrically Derived Sentinel-1 DEM -- Site Suitability Analysis for Establishing Water Conservation Structures Using Geoinformatics of Eastern part of Satara District of Maharashtra, India -- Monsoon impacted magnetic and geomorphological changes along the Redi beach, Sindhudurg district, West Coast of Maharashtra, India -- Vulnerability assessment of avalanches in upper Satluj Basin, District Kinnaur, Himachal Pradesh, India: a geographic information system (GIS) based approach -- Assessment of Soil Risk by RUSLE Model Using Remote Sensing and GIS in Pench River Basin, Madhya Pradesh, India -- Socio economic livelihood vulnerability to Mountain Hazards: A case of Uttarakhand Himalaya, India -- Land Surface Temperature Retrieval of Landsat-8 Datausing Split Window Algorithm over Delhi City, India -- Investigation of land use and land cover changes and its relationship with Land surface temperature and Ground water temperature over Bangalore city -- Land Use Land Cover Change Detection and Its Effect on Land Surface Temperature: A Case Study of Malana Watershed Kullu, Himachal Pradesh, India -- Spatio-Temporal Changes in Metropolitan Cities of India: A Comparative Study of Delhi and Mumbai -- GIS based assessment of Particulate Pollutants (PM10 and PM2.5) its Relation with Vegetation Green and its impacts on apple orchards in Kullu Valley, Himachal Pradesh, India -- The Magnitude of Transformation in Land use Land Cover of Kalyan-Dombivli, Smart City -- Assessment of Tiger Tourism in India: A Case Study of Ranthambore Tiger Reserve, Rajasthan, India -- Inventory and Phenological assessment of Apple Orchards using various Remote Sensing techniques for Shopian district of Jammu and Kashmir State, India -- Geospatial Technology in Sustainable Forest Management of Molakalmuru taluk, Chitradurga district, Karnataka, India -- Application of GIS Technology in Detection of Crime Hotspots & Vulnerable Areas of Jalandhar Commissionerate -- Quantifying Land Use/Land Cover Change and Landscape Fragmentation over the Intanki National Park, Nagaland (India) using Geo-informatics -- Impact of Sprawl on Development Pattern of Bengaluru City -- Using Remote Sensing Technique to Investigate Land Use/ Land Cover Changes in Varanasi District (U.P.), India -- Geo-Spatial Database for Village Resources: A Case Study of Selected Villages from the Central Himalaya -- Effect of Urban Expansion on Groundwater Crisis: A Comparative Assessment of Nainital, Mussoorie and Shimla Hill Cities -- Land Use/Land Cover Changes in Coastal Districts of Karnataka -- Spatial Modeling for Municipal Solid Waste Management Using Remote Sensing and Geographic Information System.
Record Nr. UNINA-9910743216803321
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui