Data intensive computing applications for big data / edited by Mamta Mittal, Valentina E. Balas, D. Jude Hemanth, and Raghvendra Kumar.

Table of Contents: “…Title Page; About the Book; About the Editors; Preface; Contents; A Survey of Diversified Domain of Big Data Technologies; Big Data Technologies; Steps for Implementing Big Data and Its Security Challenges; Big Data Security Solutions in Cloud; Big Data Analysis in Cloud Using Machine Learning; Big Data Analysis Using Machine Learning Approach to Compute Data; Data Intensive Computing Application for Big Data; Uncertainty Detection in Unstructured Big Data; Parallel Computing: A Paradigm to Unimaginable Computing Speed and Efficiency.…”
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Internet of everything and big data : major challenges in smart cities /...

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Big Data, Machine Learning, and Applications Proceedings of the 2nd International Conference, BigDML 2021 /...

Table of Contents: “…Android application-based security surveillance implementing machine learning -- Realtime Object Distance Measurement Using Stereo Vision Image Processing -- An Insight on Drone Applications in Surveillance Domain -- Handwritten Mixed Numerals Classification System -- IoT Based Smart Farm Monitoring System -- An Extensive Review of the Supervised Learning Algorithms for Spiking Neural Networks -- Multitask learning based simultaneous facial gender and age recognition with a weighted loss function -- VISUALIZING CRIME HOTSPOTS BY ANALYSING ONLINE NEWSPAPER ARTICLES -- Applications of Machine Learning for Face Mask Detection during COVID-19 Pandemic -- A cascaded deep learning approach for detection and localization of crop-weeds in RGB images for oral presentation -- Ensemble of Deep Learning Enabled Tamil Handwritten Character Recognition Model -- A Comparative Study of Loss Functions for Deep Neural Networks in Time Series Analysis -- Learning Algorithm for Threshold Softmax Layer to Handle Unknown Class Problem -- Traffic Monitoring and Violation Detection using Deep Learning -- Conjugate Gradient Method for finding Optimal Parameters in Linear Regression -- Rugby ball detection, tracking and future trajectory prediction algorithm -- EARLY DETECTION OF HEART DISEASE USING FEATURE SELECTION AND CLASSIFICATION TECHNIQUES -- Gun Detection System for Surveillance Cameras using HOG assisted KNN classifier -- Optimized detection, classification and tracking with YOLOV5, HSV color thresholding and KCF tracking -- Covid-19 detection using chest X-ray images -- Comparative Analysis of LDA Algorithm for Low Resource Indian Languages with its Translated English Documents -- Text Style Transfer: A Comprehensive Study on Methodologies and Evaluation -- Classification of Hindustani Musical Ragas using One Dimensional Convolutional Neural Networks -- W-Tree: A Concept Correlation Tree for Data Analysis and Annotations -- Crawl Smart: A Domain Specific Crawler -- Evaluating the effect of leading indicators in customer churn prediction -- Classification of Skin Lesion Using Image Processing and ResNet50 -- Data Collection and Pre-Processing for Machine Learning-based Student Dropout Prediction -- Nested Named Entity Recognition in Multilingual Code-Switched NLP -- Deep Learning based Semantic Segmentation of Blood Cells from Microscopic Images -- A Partitioned Task Offloading Approach for Privacy Preservation at Edge -- Artificial Intelligence in Radiological Covid19 Detection: A State of the Art Review -- Anomaly Detection in SCADA Industrial Control Systems using Bi-directional Long Short-Term Memory -- Implementing Autonomous Navigation on an Omni Wheeled Robot Using 2D LiDAR, Tracking Camera and ROS -- Analysis of Deep Learning Models for Text Summarization of User Manuals -- Modelling Seismic Performance of Reinforced Concrete Buildings within Response Spectrum Framework -- A Survey on DDoS Detection using Deep Learning in Software Defined Networking -- A data driven approach to predict the risk of readmission among patients with Diabetes Mellitus -- Segmentation of dentin and enamel from panoramic dental Radiographic image (OPG) to detect tooth wear -- REVISITING FACIAL KEY POINT DETECTION - AN EFFICIENT APPROACH USING DEEP NEURAL NETWORKS -- A Hybrid Framework using Natural Language Processing and Collaborative Filtering for Performance Efficient Feedback Mining and Recommendation -- Facial Recognition based Automatic Attendance Management System using Deep Learning -- Improved Hamming-Space Based Nearest Neighbour Big Data Retrieval Algorithm -- Application of Infrared thermography in assessment of Diabetic foot anomalies: a treatise -- A Survey and Classification on Recommendation Systems -- Analysis of Synthetic Data Generation Techniques in Diabetes Prediction -- Beyond Information Exchange: An Approach to Deploy Network Properties for Information Diffusion -- Sentiment Analysis on worldwide COVID-19 outbreak -- Post Vaccination Risk Prediction of COVID-19: Machine Learning Approach -- Offensive Language Detection in Under-resourced Algerian Dialectal Arabic Language -- A Comparative Analysis of Modern Machine Learning Approaches for Automatic Classication of Scientic Articles -- A review of Machine Learning algorithms on different Breast cancer datasets -- The Online Behaviour of the Algerian Abusers in Social Media Networks -- Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety -- AI visualization in Nanoscale Microscopy -- Convolutional Gated MLP: Combining Convolutions & gMLP -- Unique Covariate Identity (UCI) Detection for Emotion Recognition through EEG Signals -- A Simple and Effective Method for Segmenting Lung Regions from CT Scan Images using K-Means -- Risk-Based Portfolio Optimization on Some Selected Sectors of the Indian Stock Market.…”
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Convergence of cloud with AI for big data analytics : foundations and innovation /...

Table of Contents: “…Front Matter -- Integration of Artificial Intelligence, Big Data, and Cloud Computing with Internet of Things / Jaydip Kumar -- Cloud Computing and Virtualization / Sudheer Mangalampalli, Pokkuluri Kiran Sree, Sangram K Swain, Ganesh Reddy Karri -- Time and Cost-Effective Multi-Objective Scheduling Technique for Cloud Computing Environment / Aida A Nasr, Kalka Dubey, Nirmeen El-Bahnasawy, Gamal Attiya, Ayman El-Sayed -- Cloud-Based Architecture for Effective Surveillance and Diagnosis of COVID-19 / Shweta Singh, Aditya Bhardwaj, Ishan Budhiraja, Umesh Gupta, Indrajeet Gupta -- Smart Agriculture Applications Using Cloud and IoT / Keshav Kaushik -- Applications of Federated Learning in Computing Technologies / Sambit Kumar Mishra, Kotipalli Sindhu, Mogaparthi Surya Teja, Vutukuri Akhil, Ravella Hari Krishna, Pakalapati Praveen, Tapas Kumar Mishra -- Analyzing the Application of Edge Computing in Smart Healthcare / Parul Verma, Umesh Kumar -- Fog-IoT Assistance-Based Smart Agriculture Application / Pawan Whig, Arun Velu, Rahul Reddy Nadikattu -- Internet of Things in the Global Impacts of COVID-19 / Shalini Sharma Goel, Anubhav Goel, Mohit Kumar, Sachin Sharma -- An Efficient Solar Energy Management Using IoT-Enabled Arduino-Based MPPT Techniques / Rita Banik, Ankur Biswas -- Axiomatic Analysis of Pre-Processing Methodologies Using Machine Learning in Text Mining / Tajinder Singh, Madhu Kumari, Daya Sagar Gupta, Nikolai Siniak -- APP-Based Agriculture Information System for Rural Farmers in India / Ashwini Kumar, Dilip Kumar Choubey, Manish Kumar, Santosh Kumar -- SSAMH - A Systematic Survey on AI-Enabled Cyber Physical Systems in Healthcare / Kamalpreet Kaur, Renu Dhir, Mariya Ouaissa -- ANN-Aware Methanol Detection Approach with CuO-Doped SnO 2 in Gas Sensor / Jitendra K Srivastava, Deepak Kumar Verma, Bholey Nath Prasad, Chayan Kumar Mishra -- Detecting Heart Arrhythmias Using Deep Learning Algorithms / Dilip Kumar Choubey, Chandan Kumar Jha, Niraj Kumar, Neha Kumari, Vaibhav Soni -- Artificial Intelligence Approach for Signature Detection / Amar Shukla, Rajeev Tiwari, Saurav Raghuvanshi, Shivam Sharma, Shridhar Avinash -- Comparison of Various Classification Models Using Machine Learning to Predict Mobile Phones Price Range / Chinu Singla, Chirag Jindal -- Index -- Also of Interest…”
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Security with Intelligent Computing and Big-data Services edited by Sheng-Lung Peng, Shiuh-Jeng Wang, Valentina Emilia Balas, Ming Zhao.

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SECURITY AND PRIVACY TRENDS IN CLOUD COMPUTING AND BIG DATA

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Proceedings of Third International Conference on Sustainable Expert Systems ICSES 2022 / edited by Subarna Shakya, Valentina Emilia Balas, Wang Haoxiang.

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Security and privacy trends in cloud computing and big data / edited by Muhammad Imran Tariq, Valentina Emilia Balas, Shahzadi Tayyaba.

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Contemporary Issues in Communication, Cloud and Big Data Analytics Proceedings of CCB 2020 /...

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Proceedings of International Conference on Big Data, Machine Learning and Applications BigDML 2019 /...

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Data Management, Analytics and Innovation Proceedings of ICDMAI 2021, Volume 1 / edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Alfred M. Bruckstein.

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Data Management, Analytics and Innovation Proceedings of ICDMAI 2021, Volume 2 / edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Alfred M. Bruckstein.

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Data Management, Analytics and Innovation Proceedings of ICDMAI 2018, Volume 1 / edited by Valentina Emilia Balas, Neha Sharma, Amlan Chakrabarti.

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Data Management, Analytics and Innovation Proceedings of ICDMAI 2018, Volume 2 / edited by Valentina Emilia Balas, Neha Sharma, Amlan Chakrabarti.

Table of Contents: “…An empirical study of website personalization effect on users intention to revisit ecommerce website through cognitive and hedonic experience -- Hierarchical Summarization of Text Documents using Topic Modeling and Formal Concept Analysis -- Green Information and Communication Technology Techniques in Higher Technical Education Institutions for Future Sustainability -- Comparative Study of Different Similarity Metrics in Highly Sparse Rating Dataset -- Multi-Document Summarization & Opinion Mining Using Stack Decoder Method and Neural Networks -- Data mining technology with fuzzy logic, neural networks and machine learning for agriculture -- 6-Tier Design Framework for Smart Solution as a Service (SSaaS) using Big Data.…”
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Proceedings of International Conference on Artificial Intelligence and Applications ICAIA 2020 / edited by Poonam Bansal, Meena Tushir, Valentina Emilia Balas, Rajeev Srivastava.

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Proceedings of International Conference on Sustainable Expert Systems ICSES 2020 / edited by Subarna Shakya, Valentina Emilia Balas, Wang Haoxiang, Zubair Baig.

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Data Management, Analytics and Innovation Proceedings of ICDMAI 2019, Volume 2 / edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas.

Table of Contents: “…Sequence Mining Based Support Vector Machine with Decision Tree Approach for Efficient Time Series Data Classification -- Identifying Phishing through Web Content and addressed Bar-Based Features -- A Unified Framework for Outfit Design and Advice -- Contextual Relevance of ICT-Call Modules and its Role in Promoting Employability Skills among Engineering Students - A Study -- A Clinically Applicable Automated Risk Classification model for Pulmonary Nodules -- A Generalized Ensemble Machine Learning Approach for Landslide Susceptibility Modeling -- Comparative evaluation of AVIRIS-NG and Hyperion hyperspectral image for mineral identification -- Real-Time Scheduling Approach for IoT based Home Automation System -- Floating car data map-matching utilizing Dijkstra algorithm -- Calculating AQI using Secondary Pollutants for Smart Air Management System -- Enhanced Prediction of Heart Disease using Particle Swarm Optimization and Rough Sets with Transductive Support Vector Machines Classifier -- DataCan: Robust approach for Genome Cancer Data Analysis -- DataAutism: An Early Detection Framework of Autism in Infants using Data Science -- AnaBus: A Proposed Sampling Retrieval Model for Business and Historical Data Analytics -- Abrupt Scene Change Detection using block based Local Directional Pattern -- A FRAMEWORK FOR WEB ARCHIVING AND GUARANTEED RETRIEVAL -- Business Intelligence through Big Data Analytics, Data Mining and Machine Learning -- The Effect of Big Data on the Quality of Decision-Making in Abu Dhabi Government Organisations -- The Impact of Technology Readiness on the Big Data Adoption among UAE Organizations -- Sports Data Analytics : A Case Study of Off-field Behavior of Players using Statistical Approach -- Phrase Based Information Retrieval Analysis in Various Search Engines Using Machine Learning Algorithms -- The Politics of Artificial Intelligence Behaviour and Human Rights Violation Issues in 2016 US Presidential Elections: An Appraisal -- Crop Prediction Using Artificial Neural Network and Support Vector Machine -- A Hybrid and Adaptive Approach for Classification of Indian Stock Market Related Tweets -- Generative Adversarial Networks as an Advancement in 2D to 3D Reconstruction Techniques -- Impact of Artificial Intelligence on Human Resources -- Role of Activation functions and order of input sequences in Question-Answering -- GestTalk — RealTime Gesture to Speech Conversion Glove -- Deep Learning Algorithms for Accurate Prediction of Image Description for E-Commerce Industry -- Taj-Shanvi framework for image fusion using Guided Filters -- Effective Classification & Handling of Incoming Data Packets in Mobile Adhoc Networks (MANETs) using Random Forest Ensemble Technique (RF/ET) -- Community Structure Identification in Social Networks Inspired By Parliamentary Political Competitions -- An Integrated Technique to Ensure Confidentiality and Integrity in Data Transmission through the Strongest and Authentic Hotspot Selection Mechanism -- ML Model to Improve QoS for selection of healthy channel in Wireless Sensor Network -- Performance Analysis of the Mobile WSN for Efficient localization.…”
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Data Management, Analytics and Innovation Proceedings of ICDMAI 2019, Volume 1 / edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas.

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Advances in Smart Vehicular Technology, Transportation, Communication and Applications Proceeding of the Third International Conference on VTCA, 15–18 October 2019, Arad, Romania /...

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Data Management, Analytics and Innovation Proceedings of ICDMAI 2020, Volume 1 / edited by Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas, Jan Martinovic.

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