Big Data, Machine Learning, and Applications Proceedings of the 2nd International Conference, BigDML 2021 /
This book constitutes refereed proceedings of the Second International Conference on Big Data, Machine Learning, and Applications, BigDML 2021. The volume focuses on topics such as computing methodology; machine learning; artificial intelligence; information systems; security and privacy. This volum...
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| Collectivité auteur: | |
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| Autres auteurs: | , , , |
| Format: | Électronique eBook |
| Langue: | anglais |
| Publié: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| Édition: | 1st ed. 2024. |
| Collection: | Lecture Notes in Electrical Engineering,
1053 |
| Sujets: | |
| Accès en ligne: | https://doi.org/10.1007/978-981-99-3481-2 |
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Table des matières:
- 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 ofReinforced 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 Techniquesin 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 Methodfor Segmenting Lung Regions from CT Scan Images using K-Means
- Risk-Based Portfolio Optimization on Some Selected Sectors of the Indian Stock Market.