the proceedings contain 81 papers. the topics discussed include: RNN-CNN MODEL: a bi-directional long short-term memory deep learning network for story point estimation;text analysis for honeypot misuse inference;hear...
ISBN:
(纸本)9781728194370
the proceedings contain 81 papers. the topics discussed include: RNN-CNN MODEL: a bi-directional long short-term memory deep learning network for story point estimation;text analysis for honeypot misuse inference;heart disease monitoring and predicting by using machine learning based on IoT technology;a study of fall detection monitoring system for elderly people through IoT and mobile based application devices in indoor environment;IoT for smart learning/education;computational intelligence in photonics technology and optical networks: a survey and future perspectives;strokes classification in cricket batting videos;a decentralized land sale and ownership tracking system using blockchain technology;bot detection using machine learning algorithms on social media platforms;use of wearable technologies for analysis of activity recognition for sports;and soft real time data driven IoT for knee rehabilitation.
Deep Learning neural networks withthe help of Convolutional neural networks (CNNs) have succeeded to find solution to a large diversity of problems related to images. the success is credited to their capacity to lear...
详细信息
this paper addresses the characteristics, technology, and possible future of fingerprints authentication method. Fingerprint physiology makes it an ideal for biometrics authentication, primarily the tiny details locat...
详细信息
In this paper, we propose a product recommendation system based on genetic algorithm to find the best recommendation for a combination of products to the customers. the model evaluation relies on customer preferences ...
详细信息
the proceedings contain 29 papers. the special focus in this conference is on Interpretability of Machine Intelligence in Medical Image Computing. the topics include: Reliable Saliency Maps for Weakly-Supervised Local...
ISBN:
(纸本)9783030611651
the proceedings contain 29 papers. the special focus in this conference is on Interpretability of Machine Intelligence in Medical Image Computing. the topics include: Reliable Saliency Maps for Weakly-Supervised Localization of Disease Patterns;Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images;recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins;imimic 2020 preface;Assessing Attribution Maps for Explaining CNN-Based Vertebral Fracture Classifiers;semi-supervised Instance Segmentation with a Learned Shape Prior;COMe-SEE: Cross-modality Semantic Embedding Ensemble for Generalized Zero-Shot Diagnosis of Chest Radiographs;semi-supervised Machine Learning with MixMatch and Equivalence Classes;Non-contrast CT Liver Segmentation Using CycleGAN Data Augmentation from Contrast Enhanced CT;uncertainty Estimation in Medical Image Localization: Towards Robust Anterior thalamus Targeting for Deep Brain Stimulation;a Case Study of Transfer ofLesion-Knowledge;transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection;unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-domain Liver Segmentation;hydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification;semi-supervised Classification of Chest Radiographs;projective Latent Interventions for Understanding and Fine-Tuning Classifiers;risk of Training Diagnostic algorithms on Data with Demographic Bias;semi-weakly Supervised Learning for Prostate Cancer Image Classification with Teacher-Student Deep Convolutional Networks;Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels;easierPath: An Open-Source Tool for Human-in-the-Loop Deep Learning of Renal Pathology;imbalance-Effective Active Learning in Nucleus, Lymphocyte and Plasma Cell Detection;Labeling of Multilingual Breast MRI R
Clinical genomic database is a database consisting of human genomic data which can be analysed to get information about diagnosis of a particular disease. Data mining is the process of extracting meaningful informatio...
详细信息
the use of technology to improve the experience and teaching and learning process in the classroom has been promoted now. One of these technologies is Augmented Reality (AR). Users are in a virtual space while still h...
详细信息
ISBN:
(纸本)9781728120942
the use of technology to improve the experience and teaching and learning process in the classroom has been promoted now. One of these technologies is Augmented Reality (AR). Users are in a virtual space while still having nuances in real life called AR. AR has been proven to offer several solutions in the context of education, namely increasing learning involvement and increasing understanding of some materials. this study proposes AR-assisted learning media withthe method of 3D Based Tracking and audio Marker, which is used by preschool children to recognize animals and fruits in English alphabetically, then analyze, evaluate, and know the effects on their use. the Extreme Programming (XP) method is used as an application development method. Application testing is done by black box testing, testing variations between distance, angle, lighting, background, and font size of the marker, and AR-Child response time to the detection of markers by the camera for the appearance of virtual objects. thirty preschool children aged 4-6 years were involved in using the AR-Child application and analyzing application testing on the attractiveness and fun elements of students withfun testing. the effect of using AR-Child is seen from the learning outcomes at the end of the second meeting.
the proceedings contain 38 papers. the topics discussed include: a strong authentication method for web/mobile services;efficient shoulder surfing resistant PIN authentication scheme based on localized tactile feedbac...
ISBN:
(纸本)9781728116600
the proceedings contain 38 papers. the topics discussed include: a strong authentication method for web/mobile services;efficient shoulder surfing resistant PIN authentication scheme based on localized tactile feedback;detection of sources being used in DDoS attacks;automatic question tagging using multi-label classification in community question answering sites;enabling privacy-preserving sharing of cyber threat information in the cloud;a survey on cryptography: comparative study between RSA vs ECC algorithms, and RSA vs El-Gamal algorithms;cost and effect of using scheduling security model in a cloud environment;estimating web attack detection via model uncertainty from inaccurate annotation;and assessing the security risks of multicloud SaaS applications: a real-world case study.
the proceedings contain 27 papers. the topics discussed include: mitigation of electromagnetic emissions for military ground subsystem;measurement of shielding effectiveness of different types of wire meshes in a larg...
ISBN:
(纸本)9781728118352
the proceedings contain 27 papers. the topics discussed include: mitigation of electromagnetic emissions for military ground subsystem;measurement of shielding effectiveness of different types of wire meshes in a large frequency range;diffraction at rounded edges;experimental analysis of radiated emission limits regarding test facilities according to EN 55032;analysis of source localization algorithms for near field electromagnetic sources;evaluation of PO and EEC radiation integrals on quadratic triangles and edges in time domain;and a new flexible antenna array design for hyperthermia treatment of bone cancer.
the improvement of the time performance of a pattern matching algorithm mainly lies in reducing the number of character comparisons and increasing the distance of text string matching window moving to the right when m...
详细信息
暂无评论