Data science: theory, algorithms, and applications
Saved in:
| Other Authors: | , , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Singapore
Springer
[2021]
|
| Series: | Transactions on computer systems and networks
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xxvii, 437 Seiten Illustrationen, Diagramme (überwiegend farbig) |
| ISBN: | 9789811616808 |
Staff View
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Record in the Search Index
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| adam_text |
Contents Part I Theory and Concepts 1 Active Learning for Network Intrusion Detection . Amir Ziai 2 Educational Data Mining Using Base (Individual) and Ensemble Learning Approaches to Predict the Performance of Students . Mudasir Ashraf, Yass Khudheir Salal, and S. Μ. Abdullaev 3 4 5 6 7 8 15 Patient’s Medical Data Security via Bi Chaos Bi Order Fourier Transform . Bharti Ahuja and Rajesh Doriya 25 Nepali Word-Sense Disambiguation Using Variants of Simplified Lesk Measure . Satyendr Singh, Renish Rauniyar, and Murali Manohar 41 Performance Analysis of Big.LITTLE System with Various Branch Prediction Schemes . Froda V. Rodrigues and Nitesh B. Guinde 59 Global Feature Representation Using Squeeze, Excite, and Aggregation Networks (SEANet) . Akhilesh Pandey, Darshan Gera, D. Gunasekar, Karam Rai, and S. Balasubramanian Improved Single Image Super-resolution Based on Compact Dictionary Formation and Neighbor Embedding Reconstruction. Garima Pandey and Umesh Ghanekar 3 73 89 An End-to-End Framework for Image Super Resolution and Denoising of SAR Images . 99 Ashutosh Pandey, Jatav Ashutosh Kumar, and Chiranjoy Chattopadhyay xvii
xviii Contents Part II Models and Algorithms Analysis and Deployment of an OCR—SSD Deep Learning Technique for Real-Time Active Car Tracking and Positioning on a Quadrotor . Luiz G. Μ. Pinto, Wander Μ. Martins, Alexandre C. B. Ramos, and Tales C. Pimenta 121 10 Palmprint Biometric Data Analysis for Gender Classification Using Binarized Statistical Image Feature Set. Shivanand Gómale, Abhijit Patil, and Mallikarjun Hangarge 157 9 11 Recognition of Sudoku with Deep Belief Network and Solving with Serialisation of Parallel Rule-Based Methods and Ant Colony Optimisation . Satyasangram Sahoo, B. Prem Kumar, and R. Lakshmi 12 Novel DWT and PC-Based Profile Generation Method for Human Action Recognition . Tanish Zaverí, Payal Prajapati, and Rishabh Shah 13 Ripeness Evaluation of Tobacco Leaves for Automatic Harvesting: An Approach Based on Combination of Filters and Color Models . P. B. Mallikarjuna, D. S. Guru, and C. Shadaksharaiah 14 Automatic Deep Learning Framework for Breast Cancer Detection and Classification from H E Stained Breast Histopathology Images . Anmol Verma, Asish Panda, Amit Kumar Chanchai, Shyam Lal, and B. S. Raghavendra 15 An Analysis of Use of Image Processing and Neural Networks for Window
Crossing in an Autonomous Drone . L. Pedro de Brito, Wander Μ. Martins, Alexandre C. B. Ramos, and Tales C. Pimenta 16 Analysis of Features in SAR Imagery Using GLCM Segmentation Algorithm . Jasperine James, Arunkumar Heddallikar, Pranali Choudhari, and Smita Chopde Part ІП 17 169 185 197 215 229 253 Applications and Issues Offline Signature Verification Using Galois Field-Based Texture Representation . S. Shivashankar, Medha Kudari, and S. Prakash Hiremath 269 18 Face Recognition Using 3D CNNs. Nayaneesh Kumar Mishra and Satish Kumar Singh 279
Contents xix 19 Fog Computing-Based Seed Sowing Robots for Agriculture . Jaykumar Lachure and Rajesh Doriya 20 An Automatic Titmor Identification Process to Classify MRI Brain Images . Arpita Ghosh and Badal Soni 315 Lane Detection for Intelligent Vehicle System Using Image Processing Techniques . Deepak Kumar Dewangan and Satya Prakash Sahu 329 22 An Improved DCNN Based Facial Micro-expression Recognition System . Divya Garg and Gyanendra K. Verma 349 23 Selective Deep Convolutional Framework for Vehicle Detection in Aerial Imagery. Kaustubh V. Sakhare and Vibha Vyas 365 24 Exploring Source Separation as a Countermeasure for Voice Conversion Spoofing Attack. R. Hemavathi, S. Thoshith, and R. Kumaraswamy 383 21 25 Statistical Prediction of Facial Emotions Using Mini Xception CNN and Time Series Analysis . Basudeba Behera, Amit Prakash, Ujjwal Gupta, Vijay Bhaksar Semwal, and Arun Chauhan 26 Identification of Congestive Heart Failure Patients Through Natural Language Processing . Niyati Baliyan, Aakriti Johar, and Priti Bhardwaj Glossary. 295 397 411 435 |
| adam_txt |
Contents Part I Theory and Concepts 1 Active Learning for Network Intrusion Detection . Amir Ziai 2 Educational Data Mining Using Base (Individual) and Ensemble Learning Approaches to Predict the Performance of Students . Mudasir Ashraf, Yass Khudheir Salal, and S. Μ. Abdullaev 3 4 5 6 7 8 15 Patient’s Medical Data Security via Bi Chaos Bi Order Fourier Transform . Bharti Ahuja and Rajesh Doriya 25 Nepali Word-Sense Disambiguation Using Variants of Simplified Lesk Measure . Satyendr Singh, Renish Rauniyar, and Murali Manohar 41 Performance Analysis of Big.LITTLE System with Various Branch Prediction Schemes . Froda V. Rodrigues and Nitesh B. Guinde 59 Global Feature Representation Using Squeeze, Excite, and Aggregation Networks (SEANet) . Akhilesh Pandey, Darshan Gera, D. Gunasekar, Karam Rai, and S. Balasubramanian Improved Single Image Super-resolution Based on Compact Dictionary Formation and Neighbor Embedding Reconstruction. Garima Pandey and Umesh Ghanekar 3 73 89 An End-to-End Framework for Image Super Resolution and Denoising of SAR Images . 99 Ashutosh Pandey, Jatav Ashutosh Kumar, and Chiranjoy Chattopadhyay xvii
xviii Contents Part II Models and Algorithms Analysis and Deployment of an OCR—SSD Deep Learning Technique for Real-Time Active Car Tracking and Positioning on a Quadrotor . Luiz G. Μ. Pinto, Wander Μ. Martins, Alexandre C. B. Ramos, and Tales C. Pimenta 121 10 Palmprint Biometric Data Analysis for Gender Classification Using Binarized Statistical Image Feature Set. Shivanand Gómale, Abhijit Patil, and Mallikarjun Hangarge 157 9 11 Recognition of Sudoku with Deep Belief Network and Solving with Serialisation of Parallel Rule-Based Methods and Ant Colony Optimisation . Satyasangram Sahoo, B. Prem Kumar, and R. Lakshmi 12 Novel DWT and PC-Based Profile Generation Method for Human Action Recognition . Tanish Zaverí, Payal Prajapati, and Rishabh Shah 13 Ripeness Evaluation of Tobacco Leaves for Automatic Harvesting: An Approach Based on Combination of Filters and Color Models . P. B. Mallikarjuna, D. S. Guru, and C. Shadaksharaiah 14 Automatic Deep Learning Framework for Breast Cancer Detection and Classification from H E Stained Breast Histopathology Images . Anmol Verma, Asish Panda, Amit Kumar Chanchai, Shyam Lal, and B. S. Raghavendra 15 An Analysis of Use of Image Processing and Neural Networks for Window
Crossing in an Autonomous Drone . L. Pedro de Brito, Wander Μ. Martins, Alexandre C. B. Ramos, and Tales C. Pimenta 16 Analysis of Features in SAR Imagery Using GLCM Segmentation Algorithm . Jasperine James, Arunkumar Heddallikar, Pranali Choudhari, and Smita Chopde Part ІП 17 169 185 197 215 229 253 Applications and Issues Offline Signature Verification Using Galois Field-Based Texture Representation . S. Shivashankar, Medha Kudari, and S. Prakash Hiremath 269 18 Face Recognition Using 3D CNNs. Nayaneesh Kumar Mishra and Satish Kumar Singh 279
Contents xix 19 Fog Computing-Based Seed Sowing Robots for Agriculture . Jaykumar Lachure and Rajesh Doriya 20 An Automatic Titmor Identification Process to Classify MRI Brain Images . Arpita Ghosh and Badal Soni 315 Lane Detection for Intelligent Vehicle System Using Image Processing Techniques . Deepak Kumar Dewangan and Satya Prakash Sahu 329 22 An Improved DCNN Based Facial Micro-expression Recognition System . Divya Garg and Gyanendra K. Verma 349 23 Selective Deep Convolutional Framework for Vehicle Detection in Aerial Imagery. Kaustubh V. Sakhare and Vibha Vyas 365 24 Exploring Source Separation as a Countermeasure for Voice Conversion Spoofing Attack. R. Hemavathi, S. Thoshith, and R. Kumaraswamy 383 21 25 Statistical Prediction of Facial Emotions Using Mini Xception CNN and Time Series Analysis . Basudeba Behera, Amit Prakash, Ujjwal Gupta, Vijay Bhaksar Semwal, and Arun Chauhan 26 Identification of Congestive Heart Failure Patients Through Natural Language Processing . Niyati Baliyan, Aakriti Johar, and Priti Bhardwaj Glossary. 295 397 411 435 |
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| dewey-full | 006.31 |
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| discipline | Informatik |
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| illustrated | Illustrated |
| index_date | 2024-07-03T18:48:47Z |
| indexdate | 2024-12-15T15:00:11Z |
| institution | BVB |
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| spelling | Data science theory, algorithms, and applications Gyanendra K. Verma, Badal Soni, Salah Bourennane, Alexandre C. B. Ramos, editors Singapore Springer [2021] © 2021 xxvii, 437 Seiten Illustrationen, Diagramme (überwiegend farbig) txt rdacontent n rdamedia nc rdacarrier Transactions on computer systems and networks Machine Learning Artificial Intelligence Multimedia Information Systems Machine learning Artificial intelligence Multimedia information systems Data Mining (DE-588)4428654-5 gnd rswk-swf Data Science (DE-588)1140936166 gnd rswk-swf Data Science (DE-588)1140936166 s Data Mining (DE-588)4428654-5 s DE-604 Verma, Gyanendra K. (DE-588)1282115405 edt Soni, Badal (DE-588)1282115529 edt Bourennane, Salah (DE-588)1282115634 edt Ramos, Alexandre C. B. (DE-588)1282115855 edt Erscheint auch als Online-Ausgabe 978-981-16-1681-5 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033030160&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Data science theory, algorithms, and applications Machine Learning Artificial Intelligence Multimedia Information Systems Machine learning Artificial intelligence Multimedia information systems Data Mining (DE-588)4428654-5 gnd Data Science (DE-588)1140936166 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)1140936166 |
| title | Data science theory, algorithms, and applications |
| title_auth | Data science theory, algorithms, and applications |
| title_exact_search | Data science theory, algorithms, and applications |
| title_exact_search_txtP | Data science theory, algorithms, and applications |
| title_full | Data science theory, algorithms, and applications Gyanendra K. Verma, Badal Soni, Salah Bourennane, Alexandre C. B. Ramos, editors |
| title_fullStr | Data science theory, algorithms, and applications Gyanendra K. Verma, Badal Soni, Salah Bourennane, Alexandre C. B. Ramos, editors |
| title_full_unstemmed | Data science theory, algorithms, and applications Gyanendra K. Verma, Badal Soni, Salah Bourennane, Alexandre C. B. Ramos, editors |
| title_short | Data science |
| title_sort | data science theory algorithms and applications |
| title_sub | theory, algorithms, and applications |
| topic | Machine Learning Artificial Intelligence Multimedia Information Systems Machine learning Artificial intelligence Multimedia information systems Data Mining (DE-588)4428654-5 gnd Data Science (DE-588)1140936166 gnd |
| topic_facet | Machine Learning Artificial Intelligence Multimedia Information Systems Machine learning Artificial intelligence Multimedia information systems Data Mining Data Science |
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