Yi-ke Guo
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Computer Science
Why Is Yi-ke Guo Influential?
(Suggest an Edit or Addition)Yi-ke Guo's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction (2018) (678)
- DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG (2017) (608)
- Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks (2017) (589)
- T-helper cell type 2 (Th2) and non-Th2 molecular phenotypes of asthma using sputum transcriptomics in U-BIOPRED (2017) (246)
- Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders (2015) (242)
- Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks (2016) (240)
- Lightweight Resource Scaling for Cloud Applications (2012) (228)
- Semantic Image Synthesis via Adversarial Learning (2017) (201)
- Enabling cost-aware and adaptive elasticity of multi-tier cloud applications (2014) (196)
- Air Pollution Monitoring and Mining Based on Sensor Grid in London (2008) (187)
- Mixed Neural Network Approach for Temporal Sleep Stage Classification (2016) (176)
- Principles of Elastic Processes (2011) (168)
- A rule based fuzzy model for the prediction of petrophysical rock parameters (2001) (167)
- GDPR-Compliant Personal Data Management: A Blockchain-Based Solution (2019) (155)
- Deep Sequence Learning with Auxiliary Information for Traffic Prediction (2018) (153)
- Model identification of reduced order fluid dynamics systems using deep learning (2018) (152)
- A Transcriptome‐driven Analysis of Epithelial Brushings and Bronchial Biopsies to Define Asthma Phenotypes in U‐BIOPRED (2017) (149)
- Moderate-to-severe asthma in individuals of European ancestry: a genome-wide association study (2019) (141)
- Sputum transcriptomics reveal upregulation of IL‐1 receptor family members in patients with severe asthma (2017) (135)
- Distributed Clustering-Based Aggregation Algorithm for Spatial Correlated Sensor Networks (2011) (121)
- Epithelial IL‐6 trans‐signaling defines a new asthma phenotype with increased airway inflammation (2019) (119)
- Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction (2019) (118)
- Obesity-associated severe asthma represents a distinct clinical phenotype: analysis of the British Thoracic Society Difficult Asthma Registry Patient cohort according to BMI. (2013) (117)
- TensorLayer: A Versatile Library for Efficient Deep Learning Development (2017) (114)
- Fast density clustering strategies based on the k-means algorithm (2017) (112)
- Discovery net: towards a grid of knowledge discovery (2002) (110)
- An Architecture for Distributed Enterprise Data Mining (1999) (106)
- Elastic Application Container: A Lightweight Approach for Cloud Resource Provisioning (2012) (104)
- The discovery net system for high throughput bioinformatics (2003) (100)
- tranSMART: An Open Source and Community-Driven Informatics and Data Sharing Platform for Clinical and Translational Research (2013) (100)
- Visualizing Dynamic Bitcoin Transaction Patterns (2016) (97)
- The Design of Discovery Net: Towards Open Grid Services for Knowledge Discovery (2003) (96)
- “T2-high” in severe asthma related to blood eosinophil, exhaled nitric oxide and serum periostin (2019) (95)
- Optimization of Resource Scheduling in Cloud Computing (2010) (94)
- Integrating Semantic Knowledge to Tackle Zero-shot Text Classification (2019) (84)
- Unsupervised Image-to-Image Translation with Generative Adversarial Networks (2017) (81)
- Consistency, comprehensiveness, and compatibility of pathway databases (2010) (80)
- Large Scale Data Mining: Challenges and Responses (1997) (79)
- A population-based phenome-wide association study of cardiac and aortic structure and function (2020) (76)
- Privacy preservation in federated learning: An insightful survey from the GDPR perspective (2020) (76)
- Grid-based analysis of air pollution data (2006) (69)
- Improving Resource Utilisation in the Cloud Environment Using Multivariate Probabilistic Models (2012) (65)
- A Metabolite Array Technology for Precision Medicine. (2021) (63)
- IL-17-high asthma with features of a psoriasis immunophenotype. (2019) (62)
- Fast graph clustering with a new description model for community detection (2017) (60)
- A reduced order model for turbulent flows in the urban environment using machine learning (2019) (59)
- An artificial intelligence based data-driven approach for design ideation (2019) (56)
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG (2020) (56)
- Deep De-Aliasing for Fast Compressive Sensing MRI (2017) (56)
- InfoGrid: providing information integration for knowledge discovery (2003) (55)
- Feature extraction with stacked autoencoders for epileptic seizure detection (2014) (54)
- High dimensional biological data retrieval optimization with NoSQL technology (2014) (53)
- Sputum proteomics and airway cell transcripts of current and ex-smokers with severe asthma in U-BIOPRED: an exploratory analysis (2018) (52)
- New paradigms in information visualization. (2000) (52)
- Vitamin D Metabolism is Dysregulated in Asthma and Chronic Obstructive Pulmonary Disease. (2020) (49)
- Automatic scientific text classification using local patterns: KDD CUP 2002 (task 1) (2002) (48)
- Cloud computing in e-Science: research challenges and opportunities (2014) (46)
- Real Time Elastic Cloud Management for Limited Resources (2011) (46)
- Hyocholic acid species as novel biomarkers for metabolic disorders (2021) (45)
- Web services in the life sciences (2005) (45)
- Fast Traffic Sign Recognition with a Rotation Invariant Binary Pattern Based Feature (2015) (44)
- Stratification of asthma phenotypes by airway proteomic signatures. (2019) (44)
- I2T2I: Learning text to image synthesis with textual data augmentation (2017) (41)
- Using Support Vector Machine on EEG for Advertisement Impact Assessment (2018) (41)
- Deep Data Assimilation: Integrating Deep Learning with Data Assimilation (2021) (40)
- Narrowing and Unification in Functional Programming - An Evaluation Mechanism for Absolute Set Abstraction (1989) (37)
- Transcriptomic gene signatures associated with persistent airflow limitation in patients with severe asthma (2017) (35)
- Finding consistent disease subnetworks across microarray datasets (2011) (34)
- Probing Knowledge in Distributed Data Mining (1999) (34)
- IL-22 and its receptors are increased in human and experimental COPD and contribute to pathogenesis (2019) (34)
- Regularizing Deep Multi-Task Networks using Orthogonal Gradients (2019) (32)
- IC Cloud: A Design Space for Composable Cloud Computing (2010) (32)
- A Reduced Order Deep Data Assimilation model (2020) (32)
- Explanations by arbitrated argumentative dispute (2019) (32)
- An epidemiological modelling approach for COVID-19 via data assimilation (2020) (32)
- TGF-β Signaling Pathways in Different Compartments of the Lower Airways of Patients With Stable COPD (2017) (32)
- Contribution of airway eosinophils in airway wall remodeling in asthma: Role of MMP‐10 and MET (2019) (32)
- An Ensemble Clusterer of Multiple Fuzzy $k$ -Means Clusterings to Recognize Arbitrarily Shaped Clusters (2018) (31)
- Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification (2019) (30)
- Multiple Feature Fusion for Automatic Emotion Recognition Using EEG Signals (2018) (30)
- The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation (2017) (30)
- OmiEmbed: A Unified Multi-Task Deep Learning Framework for Multi-Omics Data (2021) (29)
- Building a generic platform for big sensor data application (2013) (29)
- Associations of Regional Brain Structural Differences With Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance (2019) (29)
- Building a cloud-based platform for personal health sensor data management (2014) (29)
- Wiki-Health: From Quantified Self to Self-Understanding (2016) (29)
- Optimising parallel R correlation matrix calculations on gene expression data using MapReduce (2014) (28)
- Grid-Oriented Storage: A Single-Image, Cross-Domain, High-Bandwidth Architecture (2007) (28)
- KDE Bioscience: Platform for bioinformatics analysis workflows (2005) (28)
- WikiSensing: An Online Collaborative Approach for Sensor Data Management (2012) (27)
- Enabling Health Monitoring as a Service in the Cloud (2014) (26)
- Parallel Clustering Algorithm for Large-Scale Biological Data Sets (2014) (26)
- Modelling and performance analysis of clinical pathways using the stochastic process algebra PEPA (2012) (26)
- DropNeuron: Simplifying the Structure of Deep Neural Networks (2016) (26)
- A Deployment Platform for Dynamically Scaling Applications in the Cloud (2011) (26)
- Survey on Feature Extraction and Applications of Biosignals (2016) (25)
- A novel community detection algorithm based on simplification of complex networks (2017) (23)
- A computational framework for complex disease stratification from multiple large-scale datasets (2018) (23)
- Improving data exploration in graphs with fuzzy logic and large-scale visualisation (2017) (23)
- Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction (2018) (23)
- XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data (2021) (23)
- Dropping Activation Outputs With Localized First-Layer Deep Network for Enhancing User Privacy and Data Security (2017) (21)
- Wiki-Health: A Big Data Platform for Health Sensor Data Management (2014) (21)
- Enabling more sophisticated gene expression analysis for understanding diseases and optimizing treatments (2007) (21)
- IC cloud: Enabling compositional cloud (2011) (20)
- Concinnity: A Generic Platform for Big Sensor Data Applications (2014) (20)
- Programming Directives for Elastic Computing (2012) (20)
- New paradigms in information visualization (poster session) (2000) (20)
- Grid-based knowledge discovery services for high throughput informatics (2002) (19)
- The fair value of a token: How do markets price cryptocurrencies? (2020) (19)
- High Performance Data Mining: Scaling Algorithms, Applications and Systems (2000) (18)
- Remote Monitoring in the Home Validates Clinical Gait Measures for Multiple Sclerosis (2018) (18)
- A grid infrastructure for mixed bioinformatics data and text mining (2005) (18)
- An Information-Theoretical Framework for Cluster Ensemble (2019) (18)
- An Efficient and Performance-Aware Big Data Storage System (2012) (18)
- Visualizing large knowledge graphs: A performance analysis (2018) (17)
- Building and Using Analytical Workflows in Discovery Net (2009) (17)
- Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction (2019) (16)
- Transfer Learning from Partial Annotations for Whole Brain Segmentation (2019) (15)
- Model error correction in data assimilation by integrating neural networks (2019) (15)
- Analysing scientific workflows with Computational Tree Logic (2009) (15)
- Combining Multiple Feature Selection Methods and Deep Learning for High-dimensional Data (2016) (15)
- Using dragpushing to refine centroid text classifiers (2005) (15)
- A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19 (2020) (14)
- I_MDS: an inflammatory bowel disease molecular activity score to classify patients with differing disease-driving pathways and therapeutic response to anti-TNF treatment (2019) (14)
- CACSS: Towards a Generic Cloud Storage Service (2012) (14)
- Discovery Processes: Representation And Re-Use (2002) (13)
- Supporting scientific discovery processes in Discovery Net (2007) (13)
- Heterogeneous Workflows in Scientific Workflow Systems (2007) (13)
- The design and implementation of a workflow analysis tool (2010) (13)
- Bridging the Macro and Micro: A Computing Intensive Earthquake Study Using Discovery Net (2005) (12)
- Cloud Resource Monitoring for Intrusion Detection (2013) (12)
- Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic (2021) (12)
- Deep Generative Model-based Quality Control for Cardiac MRI Segmentation (2020) (12)
- Enhancing CFD-LES air pollution prediction accuracy using data assimilation (2019) (12)
- Temporal sustainability efficiency analysis of urban areas via Data Envelopment Analysis and the hypervolume indicator: Application to London boroughs (2019) (12)
- Does the Cloud need new algorithms? An introduction to elastic algorithms (2012) (12)
- Social networking federation: A position paper (2012) (12)
- Blockchain-based Personal Data Management: From Fiction to Solution (2019) (12)
- Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling (2020) (12)
- Enhanced user data privacy with pay-by-data model (2013) (11)
- IT service infrastructure for integrative systems biology (2004) (11)
- A new soft material based in-the-ear EEG recording technique (2016) (11)
- A Visual Analytics Approach for Station-Based Air Quality Data (2016) (11)
- A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust (2021) (11)
- Instability of sputum molecular phenotypes in U-BIOPRED severe asthma (2020) (11)
- Towards a large-scale twitter observatory for political events (2020) (11)
- Human-in-the-Loop Design with Machine Learning (2019) (10)
- Building Next Generation Service-Oriented Architectures using Argumentation Agents (2006) (10)
- Adaptive Anomalies Detection with Deep Network (2015) (10)
- Design of high performance financial modelling environment (2000) (10)
- Real-Time Data Mining Methodology and a Supporting Framework (2009) (10)
- Effective variational data assimilation in air-pollution prediction (2018) (10)
- ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking (2017) (10)
- Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case (2021) (10)
- Minimum Partial Correlation: An Accurate and Parameter-Free Measure of Functional Connectivity in fMRI (2015) (10)
- Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network (2018) (9)
- Parallel Methods for Scaling Data Mining Algorithms to Large Data Sets (2001) (9)
- Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state (2021) (9)
- An unsupervised approach for learning a Chinese IS-A taxonomy from an unstructured corpus (2019) (9)
- Environmental monitoring via compressive sensing (2012) (9)
- Formalising Actors in Linear Logic (1994) (9)
- Elastic algorithms for guaranteeing quality monotonicity in big data mining (2013) (9)
- BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing (2021) (8)
- Introducing Constraint Functional Logic Programming (1991) (8)
- RECA: Referenced energy-based CDS algorithm in wireless sensor networks (2010) (8)
- Eight Times Acceleration of Geospatial Data Archiving and Distribution on the Grids (2009) (8)
- Design of Problem-Solving Environment for Contingent Claim Valuation (2001) (8)
- Network structure-based interventions on spatial spread of epidemics in metapopulation networks. (2020) (8)
- Constrained Equational Deduction (1990) (8)
- Constraint Logic Programming in the Sequent Calculus (1994) (7)
- Data mining tasks and methods: parallel methods for scaling data mining algorithms to large data sets (2002) (7)
- Enabling Virtual Sensing as a Service (2016) (7)
- Enabling Performance as a Service for a Cloud Storage System (2014) (7)
- Determinants of expression of SARS‐CoV‐2 entry‐related genes in upper and lower airways (2021) (7)
- Integrated Informatics in Life and Materials Sciences: An Oxymoron? (2005) (7)
- When Sharing Economy Meets IoT (2020) (7)
- BigData Oriented Open Scalable Relational Data Model (2014) (7)
- Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations (2021) (7)
- Inferring functional connectivity in fMRI using minimum partial correlation (2017) (6)
- Minimised Geometric Buchberger Algorithm for Integer Programming (2001) (6)
- Improving taxonomic relation learning via incorporating relation descriptions into word embeddings (2020) (6)
- eTRIKS analytical environment: A modular high performance framework for medical data analysis (2017) (6)
- CGDM: collaborative genomic data model for molecular profiling data using NoSQL (2016) (6)
- tranSMART‐XNAT Connector tranSMART‐XNAT connector—image selection based on clinical phenotypes and genetic profiles (2016) (6)
- Crowdsourcing with online quantitative design analysis (2018) (6)
- Linear Dynamic Sparse Modelling for functional MR imaging (2014) (6)
- Privacy Preservation in Federated Learning: Insights from the GDPR Perspective (2020) (6)
- An EEG-Based Brain Informatics Application for Enhancing Music Experience (2012) (6)
- Adversarially trained LSTMs on reduced order models of urban air pollution simulations (2021) (6)
- Balancing the Stability and Predictive Performance for Multivariate Voxel Selection in fMRI Study (2014) (6)
- Data and knowledge management in translational research: implementation of the eTRIKS platform for the IMI OncoTrack consortium (2019) (6)
- A Coarse-Grained Reconfigurable Architecture for Compute-Intensive MapReduce Acceleration (2016) (6)
- Urban air pollution forecasts generated from latent space representation (2020) (6)
- The Future of Spreadsheets in the Big Data Era (2017) (5)
- The use of Business Rules with Workflow Systems (2005) (5)
- SARS analysis on the Grid (2004) (5)
- Neurocognition-inspired design with machine learning (2020) (5)
- Elastic Application Container (2011) (5)
- High Performance Data Mining (2002) (5)
- An iterative parameter estimation method for biological systems and its parallel implementation (2012) (5)
- Developing a novel integrated model of p38 MAPK and glucocorticoid signalling pathways (2012) (4)
- Elastic Information Management for Air Pollution Monitoring in Large-Scale M2M Sensor Networks (2013) (4)
- Sparse Bayesian classification and feature selection for biological expression data with high correlations (2017) (4)
- Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex (2016) (4)
- Achievements and Experiences from a Grid-Based Earthquake Analysis and Modelling Study (2006) (4)
- Modeling of suppression and mitigation interventions in the COVID-19 epidemics (2021) (4)
- Joint affine transformation and loop pipelining for mapping nested loop on CGRAs (2015) (4)
- Trustworthiness assessment for industrial IoT as multilayer networks with von Neumann entropy (2021) (4)
- Computational Infrastructures for Data and Knowledge Management in Systems Biology (2013) (4)
- Compositional Microservices for Immersive Social Visual Analytics (2019) (4)
- PlatformTM, a standards-based data custodianship platform for translational medicine research (2019) (4)
- The minimised geometric Buchberger algorithm: an optimal algebraic algorithm for integer programming (1997) (4)
- A Software Architecture for Deploying High Performance Solution on the Internet (1998) (4)
- SIMGAN: Photo-Realistic Semantic Image Manipulation Using Generative Adversarial Networks (2019) (4)
- Tuoris: A middleware for visualizing dynamic graphics in scalable resolution display environments (2020) (4)
- Comments on “Dropping Activation Outputs with Localized First-Layer Deep Network for Enhancing User Privacy and Data Security” (2018) (4)
- Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records (2019) (3)
- Cooperatively managing dynamic writeback and insertion policies in a last-level DRAM cache (2015) (3)
- : Three Approaches to GO-Tagging Biomedical Abstracts (2006) (3)
- Generative Creativity: Adversarial Learning for Bionic Design (2018) (3)
- Combining learning rate decay and weight decay with complexity gradient descent - Part I (2019) (3)
- Polymorphic type framework for scientific workflows with relational data model (2010) (3)
- An Approximation Approach to Measurement Design in the Reconstruction of Functional MRI Sequences (2013) (3)
- Sputum transcriptomics reveal up-regulation of IL-1 receptor family members in severe asthma. (2017) (3)
- Enhancing Feature Correlation for Bi-Modal Group Emotion Recognition (2018) (3)
- CF-PROV: A Content-Rich and Fine-Grained Scientific Workflow Provenance Model (2019) (3)
- Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis (2014) (3)
- A visual language for Internet-based data mining and data visualisation (1999) (3)
- Multi-domain and Sub-role Oriented Software Architecture for Managing Scientific Big Data (2018) (3)
- Solutions for complex, multi data type and multi tool analysis: principles and applications of using workflow and pipelining methods. (2009) (3)
- RECA: Referenced energy‐based CDS algorithm in wireless sensor networks (2010) (3)
- Inferring Cell-Scale Signalling Networks via Compressive Sensing (2014) (3)
- A General Computational Scheme for Constraint Logic Programming (1991) (3)
- Multiple premises entailment recognition based on attention and gate mechanism (2020) (3)
- Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation (2021) (3)
- eTRIKS IT platfroms for large-scale biomedical research (2015) (3)
- Biologically inspired architectures for sample-efficient deep reinforcement learning (2019) (2)
- Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge (2022) (2)
- Cloud Program with a Pricing Strategy for Iaas in Cloud Computing (2012) (2)
- Self-training for Brain Tumour Segmentation with Uncertainty Estimation and Biophysics-Guided Survival Prediction (2020) (2)
- Scalable Weak Constraint Gaussian Processes (2019) (2)
- Towards Elastic Algorithms as a New Model of Computation for the Cloud (2013) (2)
- OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework (2021) (2)
- Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases (2021) (2)
- Generating Computational Taxonomy for Business Models of the Digital Economy (2016) (2)
- Molecular evidence of Group 1 innate lymphoid cell activation in the U-BIOPRED cohort (2017) (2)
- Gram-Schmidt Kernels Applied to Structure Activity Analysis for Drug Design (2002) (2)
- Elastic Application Container System: Elastic Web Applications Provisioning (2014) (2)
- A General Framework for Revealing Human Mind with auto-encoding GANs (2021) (2)
- Data from: Toward open data blockchain analytics: a Bitcoin perspective (2018) (2)
- Deep Poincare Map For Robust Medical Image Segmentation (2017) (2)
- Multi-Distribution Characteristics Based Chinese Entity Synonym Extraction from The Web (2019) (2)
- Conditional Image Synthesis Using Stacked Auxiliary Classifier Generative Adversarial Networks (2018) (2)
- DSIMBench: A Benchmark for Microarray Data Using R (2014) (2)
- MMP10andMETas predictive classifiers of bronchial eosinophilic asthma in UBIOPRED (2015) (2)
- Dynamic Data Mining: A Novel Data Mining Process Model (2009) (2)
- Revealing the Transmission Dynamics of COVID-19: A Bayesian Framework for Rt Estimation (2020) (1)
- COVID-19 Rehabilitation With Herbal Medicine and Cardiorespiratory Exercise: Protocol for a Clinical Study (2021) (1)
- Deep Unfolded IRLS-ADMM Network for Classification and Sparse Feature Selection (2018) (1)
- Supporting scientific discovery processes in Discovery Net: Research Articles (2007) (1)
- Sensor Deployment in Bayesian Compressive Sensing Based Environmental Monitoring (2013) (1)
- Cognitive Sensing: Adaptive Anomalies Detection with Deep Networks (2018) (1)
- A Bi-directional Hierarchical Clustering (BHC) for Peak Matching of Large Mass Spectrometry Data Sets (2021) (1)
- New Paradigms in Information (2000) (1)
- A Multi Tenant Computational Platform for Translational Medicine (2018) (1)
- Chinese Entity Synonym Extraction from the Web (2019) (1)
- Distributed , high-performance earthquake deformation analysis and modelling facilitated by Discovery Net (2006) (1)
- InfoGrid: Information Resource Integration (2004) (1)
- Exploratory Analysis of Big Social Data Using MIC/MINE Statistics (2017) (1)
- Weighted Gene Co-expression Network Analysis of blood paediatric samples from the U-BIOPRED study identifies oxidative stress association with asthma severity (2018) (1)
- The ForeSee (4C) approach for integrative analysis in gene discovery. (2011) (1)
- Parameter estimation for gene regulatory networks: A two-stage MCMC Bayesian approach (2016) (1)
- Yike Guo and Jonathan Sheldon of InforSense discuss the impact of workflow technology on drug discovery. Interview by Christopher Watson. (2005) (1)
- High dimensional biological data retrieval optimization with NoSQL technology (2014) (1)
- Grid-optimized Web 3D applications on wide area network (2008) (1)
- Process Calculi for Systems Biology and applications in severe asthma (2010) (1)
- A clinical study protocol for COVID-19 rehabilitation with herbal medicine and cardiorespiratory exercise. (2021) (1)
- Clinical and histological comparison of smoking and non-smoking patients with severe asthma in the U-BIOPRED cohort (2014) (1)
- Why AI still doesn't have consciousness? (2021) (1)
- HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference (2021) (1)
- Towards Desynchronization Detection in Biosignals (2017) (1)
- Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations (2020) (1)
- Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records (2021) (1)
- Developing a distributed scalable Java component server (2001) (1)
- Modelling Rail Passenger Movements through e-Science Methods (2006) (1)
- Verifying Design through Generative Visualization of Neural Activities (2021) (1)
- Data Science for Asthma Study (2018) (1)
- Data mining on the Grid (2008) (1)
- Gene signatures from U-BIOPRED transcriptomic-associated clusters exist in COPD (2017) (1)
- System Biology Approach to Study Cancer Related Pathways (2012) (1)
- The critical regularization value: Incorporating spatial smoothness to enhance signal detection in highly noisy fMRI data (2015) (1)
- Association of endopeptidases, involved in SARS‐CoV‐2 infection, with microbial aggravation in sputum of severe asthma (2021) (1)
- Time‐in‐action RL (2019) (1)
- Digital twins based on bidirectional LSTM and GAN for modelling COVID-19 (2021) (1)
- An Econophysical Analysis of the Blockchain Ecosystem (2020) (1)
- OPTIMISE - A Web-Based Solution for Recording and Analyzing Longitudinal Multiple Sclerosis Data (P2.116) (2016) (1)
- Cloud-Cluster: An uncertainty clustering algorithm based on cloud model (2023) (1)
- Entity emotion mining in social media environment (2019) (1)
- Translational Analysis of Moderate to Severe Asthma GWAS Signals Into Candidate Causal Genes and Their Functional, Tissue-Dependent and Disease-Related Associations (2021) (1)
- On Sample Selection Bias in Large-Scale Online Stream Mining : a Model Indexing Approach (2011) (0)
- Improved Accuracy Stock Price Change Prediction Model Using Trading Volume (2018) (0)
- Cloud computing in e-Science: research challenges and opportunities (2014) (0)
- Static Activation Function Normalization (2019) (0)
- Differential macrophage activation in asthmatic sputum using U-BIOPRED transcriptomics (2019) (0)
- Learning Ensemble Models on Categorized Datasets (2010) (0)
- Product semantics translation from brain activity via adversarial learning (2021) (0)
- Gene set variation analysis of mRNA expression in bronchial biopsies from the U-BIOPRED asthma study (2014) (0)
- Interpretability Latent Space Method: Exploiting Shapley Representation to Explain Latent Space (2021) (0)
- TNFAIP3 (A20) expression is elevated in the sputum of severe asthmatics (2016) (0)
- OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning (2021) (0)
- Data Mining Tools and Techniques for Identification of Biomarkers for Cancer (2009) (0)
- Cloud Pricing Models ( Draft ) (2011) (0)
- LATE-BREAKING ABSTRACT: Sputum transcriptome analysis yields eosinophilic and non-eosinophilic inflammatory mechanisms in UBIOPRED asthma cohort (2015) (0)
- Prototype a Knowledge Discovery Infrastructure by Implementing Relational Grid Monitoring Architecture (R-GMA) on European Data Grid (EDG) (2003) (0)
- Engineering bioinformatics (2009) (0)
- Developing A Distributed Scalable Enterprise JavaBean Server (2000) (0)
- Remote Actigraphy for Quantitative Assessment of Walking Speed in People with MS (P3.309) (2016) (0)
- UMDISW: A Universal Multi-Domain Intelligent Scientific Workflow Framework for the Whole Life Cycle of Scientific Data (2018) (0)
- Optimising Toward Completed Videos in an Online Video Advertising Exchange (2018) (0)
- A semantic relatedness service based on folksonomy (2012) (0)
- Label-dependent and event-guided interpretable disease risk prediction using EHRs (2021) (0)
- Further resolution of non-T2 asthma subtypes from high-throughput sputum transciptomics data in U-BIOPRED (2018) (0)
- Finding consistent disease subnetworks across datasets (2011) (0)
- A data management and analysis platform for RASP-UK multiomics clinical datasets (2021) (0)
- Subtypes of eosinophilic asthma with discrete gene pathway phenotypes (2019) (0)
- Scalable clustering on the data grid (2005) (0)
- Monitoring the Impacts of Government Interventions to Contain COVID-19: A Quantitative Approach (2020) (0)
- Distinct pathways underlying neutrophilic inflammation in smoking-associated severe asthma in U-BIOPRED (2017) (0)
- Hybrid Algorithms and Hadoop/Spark Implementations of Maximal Information Coefficient for Big Data (2015) (0)
- Process calculi for systems biology (2010) (0)
- Discovery Processes in Discovery Net (2004) (0)
- MOAI: A methodology for evaluating the impact of indoor airflow in the transmission of COVID-19 (2021) (0)
- A Disease Risk Model for Health Data (2017) (0)
- A New Paradigm for Web App Development, Deployment, Distribution, and Collaboration (2012) (0)
- Enhancing Cloud Resource Utilisation using Statistical Analysis (2014) (0)
- Data mining for the e-business: developments and directions (2000) (0)
- Optimising Bootstrapping Algorithms Using R and Hadoop (2015) (0)
- High-throughput analysis of induced sputum from the U-BIOPRED study using novel proteomic and data mining approaches (2013) (0)
- A new soft material based in-the-ear EEG recording technique. (2016) (0)
- Differential mast cell activation by transcriptomic signature analysis in the U-BIOPRED severe asthma cohort (2020) (0)
- Efficient Deep Representation Learning by Adaptive Latent Space Sampling (2019) (0)
- Relationship between mitochondrial function and cellular ageing depends upon compartment analysed (2016) (0)
- Detection of a Persistent Rv16 Infection Signature in Stable Neutrophilic Moderate to Severe Asthmatic Patients in the U-BIOPRED Cohort (2019) (0)
- Enabling Reproducible Gene Expression Analysis py (2011) (0)
- Enrichment of the Janus kinase (JAK) activation signature in severe asthma sputum: Correlation with IL-13 expression (2016) (0)
- DropNeuron: An Approach for Simplifying the Structure of Deep Neural Networks (2016) (0)
- ICNDC 2011 Organizing and Program Committees (2011) (0)
- Automatic generation of software components for real options modelling (2003) (0)
- Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex (2016) (0)
- Prediction of longitudinal inflammatory phenotypes using baseline sputum transcriptomics in UBIOPRED (2019) (0)
- Creating a Chemistry of Sciences with Big Data: Building the Data Science Institute at Imperial College London (2014) (0)
- Interpretability Analysis Method Based on Path Decomposition for Cell-based Neural Architecture Search (2021) (0)
- Scientific Workflow Applied to Nano-and Material Sciences (2005) (0)
- Detecting insecure person in crowd with human sensor (2011) (0)
- Resampling-Based Variable Selection with Lasso for p >> n and Partially Linear Models (2015) (0)
- Big data for better science (2016) (0)
- Correction to "Eight Times Acceleration of Geospatial Data Archiving and Distribution on the Grids" (2009) (0)
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