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Big Data Analytics : 10th International Conference, BDA 2022, Hyderabad, India, December 19–22, 2022, Proceedings / / edited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran
| Big Data Analytics : 10th International Conference, BDA 2022, Hyderabad, India, December 19–22, 2022, Proceedings / / edited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (282 pages) |
| Disciplina | 005.7 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data mining
Machine learning Computers, Special purpose Social sciences - Data processing Education - Data processing Data Mining and Knowledge Discovery Machine Learning Special Purpose and Application-Based Systems Computer Application in Social and Behavioral Sciences Computers and Education |
| ISBN | 3-031-24094-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Big Data Analytics: Vision and Perspectives -- Data Challenges and Societal Impacts – the case in favor of the Blueprint for an AI Bill of Rights -- Big Data in Cognitive Neuroscience: Opportunities and Challenges -- Data Science: Architectures -- A Novel Feature Selection Based Text Classification using Multi-layer ELM -- ARCORE: Software Requirements Dataset for Service Identification -- ARCORE: Software Requirements Dataset for Service Identification -- Learning enhancement using Question-Answer generation for e-book using contrastive fine-tuned T5 -- Data Science: Applications -- A Machine and Deep Learning Framework to Retain Customers based on their Lifetime Value -- A Deep Learning based Approach to Automate Clinical Coding of Electronic Health Records -- Determining the severity of Dementia using ensemble learning -- Determining the severity of Dementia using ensemble learning -- A distributed ensemble machine learning technique for emotion classification from vocal cues -- Graph Analytics. -Drugomics: Knowledge Graph & AI to Construct Physicians' Brain Digital Twin to Prevent Drug Side-effects and Patient Harm -- Extremely Randomized Tree based Sentiment Polarity Classification on Online Product Reviews -- Community Detection in Large Directed Graphs -- Pattern Mining -- FastTIRP: Efficient discovery of Time-Interval Related Patterns -- Discovering Top-K Periodic Patterns in Temporal Databases -- Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets -- Predictive Analytics in Agriculture -- A Data-driven, Farmer-oriented Agricultural Crop Recommendation Engine (ACRE) -- Analyze the Impact of Weather Parameters for Crop Yield Prediction using Deep Learning -- Analysis of Weather Condition based Reuse among Agromet Advisory: A Validation Study. |
| Record Nr. | UNISA-996508670003316 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Big Data Analytics : 10th International Conference, BDA 2022, Hyderabad, India, December 19–22, 2022, Proceedings / / edited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran
| Big Data Analytics : 10th International Conference, BDA 2022, Hyderabad, India, December 19–22, 2022, Proceedings / / edited by Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (282 pages) |
| Disciplina | 005.7 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Data mining
Machine learning Computers, Special purpose Social sciences - Data processing Education - Data processing Data Mining and Knowledge Discovery Machine Learning Special Purpose and Application-Based Systems Computer Application in Social and Behavioral Sciences Computers and Education |
| ISBN | 3-031-24094-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Big Data Analytics: Vision and Perspectives -- Data Challenges and Societal Impacts – the case in favor of the Blueprint for an AI Bill of Rights -- Big Data in Cognitive Neuroscience: Opportunities and Challenges -- Data Science: Architectures -- A Novel Feature Selection Based Text Classification using Multi-layer ELM -- ARCORE: Software Requirements Dataset for Service Identification -- ARCORE: Software Requirements Dataset for Service Identification -- Learning enhancement using Question-Answer generation for e-book using contrastive fine-tuned T5 -- Data Science: Applications -- A Machine and Deep Learning Framework to Retain Customers based on their Lifetime Value -- A Deep Learning based Approach to Automate Clinical Coding of Electronic Health Records -- Determining the severity of Dementia using ensemble learning -- Determining the severity of Dementia using ensemble learning -- A distributed ensemble machine learning technique for emotion classification from vocal cues -- Graph Analytics. -Drugomics: Knowledge Graph & AI to Construct Physicians' Brain Digital Twin to Prevent Drug Side-effects and Patient Harm -- Extremely Randomized Tree based Sentiment Polarity Classification on Online Product Reviews -- Community Detection in Large Directed Graphs -- Pattern Mining -- FastTIRP: Efficient discovery of Time-Interval Related Patterns -- Discovering Top-K Periodic Patterns in Temporal Databases -- Hui2Vec: Learning Transaction Embedding Through High Utility Itemsets -- Predictive Analytics in Agriculture -- A Data-driven, Farmer-oriented Agricultural Crop Recommendation Engine (ACRE) -- Analyze the Impact of Weather Parameters for Crop Yield Prediction using Deep Learning -- Analysis of Weather Condition based Reuse among Agromet Advisory: A Validation Study. |
| Record Nr. | UNINA-9910647382503321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of International Conference on Computer Vision and Image Processing : CVIP 2016, Volume 1 / / edited by Balasubramanian Raman, Sanjeev Kumar, Partha Pratim Roy, Debashis Sen
| Proceedings of International Conference on Computer Vision and Image Processing : CVIP 2016, Volume 1 / / edited by Balasubramanian Raman, Sanjeev Kumar, Partha Pratim Roy, Debashis Sen |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XIV, 645 p. 308 illus.) |
| Disciplina | 006.37 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Signal processing
Image processing Speech processing systems Optical data processing Biometrics (Biology) Signal, Image and Speech Processing Image Processing and Computer Vision Biometrics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Background Modeling Using Temporal-local Sample Density Outlier Detection -- Chapter 2. Analysis of Framelets for the Microcalcification -- Chapter 3. Reconfigurable Architecture Based Implementation of Non-Uniformity Correction for Long Wave IR Sensors -- Chapter 4. Finger Knuckle Print Recognition Based on Wavelet and Gabor Filtering -- Chapter 5. Design of Advanced Correlation Filters for Finger Knuckle Print Authentication Systems.-Chapter 6. A Non-Linear Modified CONVEF-AD Based Approach for Low-Dose Sinogram Restoration -- Chapter 7. System Design for Tackling Blind Curves -- Chapter 8. A Novel Visual Word Assignment Model for Content Based Image Retrieval -- Chapter 9. Online Support Vector Machine Based on Minimum Euclidean Distance -- Chapter 10. Design and Development of 3D Urban Geographical Information Retrieval Application Employing only Open Source Instruments -- Chapter 11. A Textural Characterization of Coal SEM Images Using Functional Link Artificial Neural Network -- Chapter 12. Template-based Automatic High-speed Relighting of Faces -- Chapter 13. An Improved Contextual Information Based Approach for Anomaly Detection via Adaptive Inference for Surveillance Application -- Chapter 14. A Novel Approach of an (n; n) Multi Secret Image Sharing Scheme Using Additive Modulo -- Chapter 15. Scheimpflug Camera Calibration Using Lens Distortion Model -- Chapter 16. Microscopic Image Classification Using DCT for the Detection of Acute Lymphoblastic Leukemia (ALL) -- Chapter 17. Robust Hash Generation Technique for Image Authentication Using DWT -- Chapter 18. Robust Parametric Twin Support Vector Machine and Its Application in Human Activity Recognition -- Chapter 19. Separating Indic Scripts with ‘Matra’ — A Precursor to Script Identification in Multi-script Documents -- Chapter 20. Efficient Multimodal Biometric Feature Fusion Using Block-sum and Minutiae Techniques -- Chapter 21. Video Synopsis for IR Imagery Considering Video as a 3D Data Cuboid -- Chapter 22. Performance Analysis of Texture Image Retrieval in Curvelet, Contourlet and Local Ternary Pattern Using DNN and ELM Classifiers for MRI Brain Tumor Images -- Chapter 23. ROI Segmentation from Brain MR Images with a Fast Multi-Level Thresholding -- Chapter 24. Surveillance Scene Segmentation Based on Trajectory Classification Using Supervised -- Chapter 25. Classification of Object Trajectories Represented by High-level Features using Unsupervised Learning -- Chapter 26. A Hybrid Method for Image Categorization Using Shape Descriptors and Histogram of Oriented Gradients -- Chapter 27. Local Binary Pattern and Its Variants for Target Recognition in Infrared Imagery -- Chapter 28. Applicability of Self Organizing Maps in Content Based Image Classification -- Chapter 29. Road Surface Classification Using Texture Synthesis Based on Grey-Level Co-occurrence Matrix -- Chapter 30. Electroencephalography Based Emotion Recognition Using Gray Level Co-occurrence Matrix Features -- Chapter 31. Quick Reaction Target Acquisition and Tracking System -- Chapter 32. Low-complexity Non-rigid Image Registration Using Feature-based Diffeomorphic Log-Demons -- Chapter 33. Spotting of Keyword Directly in Run-length Compressed Documents -- Chapter 34. Design and Implementation of a Real Time Auto Focus Algorithm for Thermal Imagers -- Chapter 35. Parameter Free Clustering Approach for Event Summarization in Videos -- Chapter 36. Connected Operators for Non-text Object Segmentation in Grayscale Document Images -- Chapter 37. Non-Regularized State Preserving Extreme Learning Machine for Natural Scene Classification -- Chapter 38. A Local Correlation and Directive Contrast Based Image Fusion -- Chapter 39. Multi-exposure Image Fusion Using Propagated Image Filtering -- Chapter 40. Tone Mapping HDR Images Using Local Texture and Brightness Measures -- Chapter 41. Pre and Post Fingerprint Skeleton Enhancement for Minutiae Extraction -- Chapter 42. Content Aware Image Size Reduction Using Low Energy Maps for Reduced Distortion -- Chapter 43. Artificial Immune Hybrid Photo Album Classifier -- Chapter 44. Crowd Disaster Avoidance System (CDAS) by Deep Learning Using eXtended Center Symmetric Local Binary Pattern (XCS-LBP) Texture Features -- Chapter 45. A Novel Visualization and Tracking Framework for Analyzing the Inter/Intra Cloud Pattern Formation to Study their Impact on Climate -- Chapter 46. Cancelable Biometric Template Security Using Segment-Based Visual Cryptography -- Chapter 47. PCB Defect Classification Using Logical Combination of Segmented Copper and Non-Copper Part -- Chapter 48. Gait Recognition Based Human Identification and Gender Classification -- Chapter 49. A Novel Approach to Corner Detection Using Random Forests -- Chapter 50. Symbolic Representation and Classification of Logos -- Chapter 51. A Hybrid Method Based CT Image Denoising using Non-subsampled Contourlet and Curvelet Transforms -- Chapter 52. Using Musical Beats to Segment Videos of Bharatanatyam Adavu’s -- Chapter 53. Parallel Implementation of RSA 2D-DCT Steganography and Chaotic 2D-DCT Steganography -- Chapter 54. Thermal Face Recognition Using Face Localized Scale Invariant Feature Transform -- Chapter 55. Integrating Geometric and Textural Features for Facial Emotion Classification Using SVM Frameworks -- Chapter 56. Fast Non-blind Image De-blurring with Sparse Priors. |
| Record Nr. | UNINA-9910157601503321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings of International Conference on Computer Vision and Image Processing : CVIP 2016, Volume 2 / / edited by Balasubramanian Raman, Sanjeev Kumar, Partha Pratim Roy, Debashis Sen
| Proceedings of International Conference on Computer Vision and Image Processing : CVIP 2016, Volume 2 / / edited by Balasubramanian Raman, Sanjeev Kumar, Partha Pratim Roy, Debashis Sen |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XIV, 567 p. 267 illus.) |
| Disciplina | 005.7565 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Signal processing
Image processing Speech processing systems Optical data processing Biometrics (Biology) Signal, Image and Speech Processing Image Processing and Computer Vision Biometrics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Fingerprint Image Segmentation using Textural Features -- Chapter 2. Improved Feature Selection for Neighbor Embedding Super-Resolution using Zernike Moments -- Chapter 3. Target Recognition in Infrared Imagery using Convolutional Neural Network -- Chapter 4. Selected Context Dependent Prediction for Reversible Watermarking with Optimal Embedding -- Chapter 5. Cancelable Biometrics using Hadamard Transform and Friendly Random Projections -- Chapter 6. A Semi-Automated Method for Object Segmentation in Infant’s Egocentric Video to Study Object Perception -- Chapter 7. A Novel Visual Secret Sharing Scheme using Affine Cipher and Image Interleaving -- Chapter 8. Comprehensive Representation and Efficient Extraction of Spatial Information for Human Activity Recognition from Video Data -- Chapter 9. Robust Pose Recognition using Deep Learning -- Chapter 10. A Robust Scheme for Extraction of Text Lines from Handwritten Documents -- Chapter 11. Palmprint Recognition Based on Minutiae Quadruplets -- Chapter 12. Human Action Recognition for Depth Cameras via Dynamic Frame Warping -- Chapter 13. Reference Based Image Encoding -- Chapter 14. Improving Face Detection in Blurred Videos for Surveillance Applications -- Chapter 15. Support Vector Machine Based Extraction of Crime Information in Human Brain using ERP Image -- Chapter 16. View Invariant Motorcycle Detection for Helmet Wear Analysis in Intelligent Traffic Surveillance -- Chapter 17. Morphological Geodesic Active Contour Based Automatic Aorta Segmentation in Thoracic CT Images -- Chapter 18. Surveillance Video Synopsis while Preserving Object Motion Structure and Interaction -- Chapter 19. Face Expression Recognition using Histograms of Oriented Gradients with Reduced Features -- Chapter 20. Dicentric Chromosome Image Classification using Fourier Domain Based Shape Descriptors and Support Vector Machine -- Chapter 21. An Automated Ear Localization Technique Based on Modified Hausdorff Distance -- Chapter 22. Sclera Pattern Synthesis Based on Non-parametric Texture Synthesis Technique -- Chapter 23. Virtual 3-D Walkthrough for Intelligent Emergency Response -- Chapter 24. Spontaneous vs. Posed smiles – Can We Tell the Difference? -- Chapter 25. Handling Illumination Variation: A Challenge for Face Recognition -- Chapter 26. Bin Picking Using Manifold Learning -- Chapter 27. Motion Estimation From Image Sequences: A Fractional Order Total Variation Model -- Chapter 28. Script Identification in Natural Scene Images: A Dataset and Texture-Feature Based Performance Evaluation -- Chapter 29. Posture Recognition in HINE Exercises -- Chapter 30. Multi-Oriented Text Detection from Video using Sub-Pixel Mapping -- Chapter 31. Efficient Framework for Action Recognition using Reduced Fisher Vector Encoding -- Chapter 32. Detection Algorithm for Copy-Move Forgery Based on Circle Block -- Chapter 33. FPGA Implementation of GMM Algorithm for Background Subtractions in Video Sequences -- Chapter 34. Site Suitability Evaluation for Urban Development using Remote Sensing, GIS & Analytic Hierarchy Process (AHP) -- Chapter 35. A Hierarchical Shot Boundary Detection Algorithm using Global and Local Features -- Chapter 36. Analysis of Comparators for Binary Watermarks -- Chapter 37. On Sphering the High Resolution Satellite Image using Fixed Point Based ICA Approach -- Chapter 38. A Novel Fuzzy Based Satellite Image Enhancement -- Chapter 39. Differentiating Photographic and PRCG Images: Using Tampering Localization Features -- Chapter 40. A Novel Chaos Based Robust Watermarking Framework -- Chapter 41. Deep Gesture: Static Hand Gesture Recognition using CNN -- Chapter 42. A Redened Codebook Model for Dynamic Backgrounds -- Chapter 43. Reassigned Time Frequency Distribution Based Face Recognition -- Chapter 44. Image Registration of Medical Images using Ripplet Transform -- Chapter 45. 3D Local Transform Patterns: A New Feature Descriptor for Image Retrieval -- Chapter 46. Quaternion Circularly Semi-Orthogonal Moments for Invariant Image Recognition -- Chapter 47. Study of Zone-Based Feature for Online Handwritten Signature Recognition and Verification in Devanagari Script -- Chapter 48. Leaf Identification using Shape and Texture Features -- Chapter 49. Depth Image Super-Resolution: A Review and Wavelet Perspective -- Chapter 50. On-line Gesture Based User Authentication System Robust to Shoulder Surfing. |
| Record Nr. | UNINA-9910157601603321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||