Search Results - Computation and Neural Systems

Machine Learning-Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review by Muralitharan, Sankavi, Nelson, Walter, Di, Shuang, McGillion, Michael, Devereaux, PJ, Barr, Neil Grant, Petch, Jeremy

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Advances in Intelligent Data Analysis XVIII 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27-29, 2020, Proceedings /

Table of Contents: “…Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder -- Dual Sequential Variational Autoencoders for Fraud Detection -- A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks -- Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams -- GraphMDL: Graph Pattern Selection Based on Minimum Description Length -- Towards Content Sensitivity Analysis -- Gibbs Sampling Subjectively Interesting Tiles -- Even Faster Exact k-Means Clustering -- Ising-Based Consensus Clustering on Special Purpose Hardware -- Transfer Learning by Learning Projections from Target to Source -- Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs -- Towards Evaluation of CNN Performance in Semantically Meaningful Latent Spaces -- Vouw: Geometric Pattern Mining Using the MDL Principle -- A Consensus Approach to Improve NMF Document Clustering -- Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams -- Widening for MDL-Based Retail Signature Discovery -- Addressing the Resolution Limit and the Field of View Limit in Community Mining -- Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics -- Adversarial Attacks Hidden in Plain Sight -- Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code -- Overlapping Hierarchical Clustering (OHC) -- Digital Footprints of International Migration on Twitter -- Percolation-Based Detection of Anomalous Subgraphs in Complex Networks -- A Late-Fusion Approach to Community Detection in Attributed Networks -- Reconciling Predictions in the Regression Setting: an Application to Bus Travel Time Prediction -- A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization -- Actionable Subgroup Discovery and Urban Farm Optimization -- AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model -- Detection ofDerivative Discontinuities in Observational Data -- Improving Prediction with Causal Probabilistic Variables -- DO-U-Net for Segmentation and Counting -- Enhanced Word Embeddings for Anorexia Nervosa Detection on Social Media -- Event Recognition Based on Classification of Generated Image Captions -- Human-to-AI Coach: Improving Human Inputs to AI Systems -- Aleatoric and Epistemic Uncertainty with Random Forests -- Master your Metrics with Calibration -- Supervised Phrase-Boundary Embeddings -- Predicting Remaining Useful Life with Similarity-Based Priors -- Orometric Methods in Bounded Metric Data -- Interpretable Neuron Structuring with Graph Spectral Regularization -- Comparing the Preservation of Network Properties by Graph Embeddings -- Making Learners (More) Monotone -- Combining Machine Learning and Simulation to a Hybrid Modelling Approach -- LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification -- Angle-Based Crowding Degree Estimation for Many-Objective Optimization.…”
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A Generalized Zero-Shot Learning Scheme for SSVEP-Based BCI System by Xietian Wang, Aiping Liu, Le Wu, Chang Li, Yu Liu, Xun Chen

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A 3D and Explainable Artificial Intelligence Model for Evaluation of Chronic Otitis Media Based on Temporal Bone Computed Tomography: Model Development, Validation, and Clinical Ap... by Binjun Chen, Yike Li, Yu Sun, Haojie Sun, Yanmei Wang, Jihan Lyu, Jiajie Guo, Shunxing Bao, Yushu Cheng, Xun Niu, Lian Yang, Jianghong Xu, Juanmei Yang, Yibo Huang, Fanglu Chi, Bo Liang, Dongdong Ren

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INTEGRATED ATTENDANCE APPLICATION BASED ON FACE RECOGNITION AND ARTIFICIAL INTELLIGENCE WITH ACADEMIC SYSTEM by Afdal Rezki, -

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RCLNet: an effective anomaly-based intrusion detection for securing the IoMT system by Jamshed Ali Shaikh, Chengliang Wang, Wajeeh Us Sima Muhammad, Muhammad Arshad, Muhammad Owais, Rana Othman Alnashwan, Samia Allaoua Chelloug, Mohammed Saleh Ali Muthanna, Mohammed Saleh Ali Muthanna

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Deep learning-based object detection for smart solid waste management system by Meron Desta, Tagel Aboneh, Bisrat Derebssa

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Face Recognition

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Deep Learning Architecture and Applications

Subjects: “…Computer science bicssc…”
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Applied Machine Learning

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Elements of Causal Inference Foundations and Learning Algorithms by Peters, Jonas

Subjects: “…Neural networks & fuzzy systems bicssc…”
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Approximate Bayesian Inference

Subjects: “…dynamical systems…”
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Long-Term Gait-Balance Monitoring Artificial Intelligence System for Various Terrain Types by Mao-Hsu Yen, Si-Huei Lee, Chien-Chang Lee, Huie-You Chen, Bor-Shing Lin

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Collaborative Technologies and Data Science in Artificial Intelligence Applications by Luther, Wolfram

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Collaborative Technologies and Data Science in Artificial Intelligence Applications by Luther, Wolfram

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Engineering Education and Research Using MATLAB

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Properties and Uses of Microemulsions

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Improving Performance of Motor Imagery-Based Brain–Computer Interface in Poorly Performing Subjects Using a Hybrid-Imagery Method Utilizing Combined Motor and Somatosensory... by Sangin Park, Jihyeon Ha, Laehyun Kim

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The chronic challenge - new vistas on long-term multisite contacts to the central nervous system by Ulrich G. Hofmann

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A Multidisciplinary Approach to Motor Learning and Sensorimotor Adaptation by Sean Kevin Meehan

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