STOSS - A Stochastic Simulation System for Bayesian Belief Networks. - Zhiyuan Luo 001; Alex Gammerman (IPMU, 1990)

Press - A Probabilistic Reasoning Expert System Shell. - Zhiyuan Luo 001; Alex Gammerman (ECSQARU, 1991)

Probabilistic Reasoning in Mixed Models Using Bayesian Belief Networks And its Application. - Zhiyuan Luo 001 (ECAI, 1992)

A probabilistic reasoning and learning system based on Bayesian belief networks. - Zhiyuan Luo 001 (1992)

A Cost Bounded Possibilistic ATMS. - John Bigham; Zhiyuan Luo 001; Debashis Banerjee (ECSQARU, 1995)

Traffic Control and Resource Management Using a Multi-Agent System. - Zhiyuan Luo 001; John Bigham; Laurie G. Cuthbert; Alex L. Hayzelden (Broadband Communications, 1999)

Multi-agent System for Network Resource Management. - John Bigham; Laurie G. Cuthbert; Alex L. Hayzelden; Zhiyuan Luo 001 (IS&N, 1999)

Intelligent Agents for ATM Network Control and Resource Management: Experiences and Results from an Implementation on a Network Testbed. - Evangelos Vayias; John Soldatos 001; John Bigham; Laurie G. Cuthbert; Zhiyuan Luo 001 (J. Netw. Syst. Manag., 2000)

Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines. - Zhiyuan Luo 001; Tony Bellotti; Alex Gammerman (IDEAL, 2004)

Qualified Probabilistic Predictions Using Graphical Models. - Zhiyuan Luo 001; Alex Gammerman (ECSQARU, 2005)

Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines. - Tony Bellotti; Zhiyuan Luo 001; Alex Gammerman; Frederick W. Van Delft; Vaskar Saha (Int. J. Neural Syst., 2005)

Gene Selection Using Wilcoxon Rank Sum Test and Support Vector Machine for Cancer Classification. - Chen Liao; Shutao Li; Zhiyuan Luo 001 (CIS, 2006)

Reliable classification of childhood acute leukaemia from gene expression data using confidence machines. - Tony Bellotti; Zhiyuan Luo 001; Alex Gammerman (GrC, 2006)

Strangeness Minimisation Feature Selection with Confidence Machines. - Tony Bellotti; Zhiyuan Luo 001; Alex Gammerman (IDEAL, 2006)

Network Traffic Demand Prediction with Confidence. - Mikhail Dashevskiy; Zhiyuan Luo 001 (GLOBECOM, 2008)

Reliable Probabilistic Classification and Its Application to Internet Traffic. - Mikhail Dashevskiy; Zhiyuan Luo 001 (ICIC (1), 2008)

Guaranteed Network Traffic Demand Prediction Using FARIMA Models. - Mikhail Dashevskiy; Zhiyuan Luo 001 (IDEAL, 2008)

Recognition of hypoxia EEG with a preset confidence level based on EEG analysis. - Jin Zhang 018; Guang Li 001; Meng Hu; Jiaojie Li; Zhiyuan Luo 001 (IJCNN, 2008)

Predictions with Confidence in Applications. - Mikhail Dashevskiy; Zhiyuan Luo 001 (MLDM, 2009)

Prediction of Long-Range Dependent Time Series Data with Performance Guarantee. - Mikhail Dashevskiy; Zhiyuan Luo 001 (SAGA, 2009)

Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer. - Alex Gammerman; Volodya Vovk; Brian Burford; Ilia Nouretdinov; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Mike Waterfield; Rainer Cramer; Paul Tempst; Josep Villanueva; Musarat Kabir; Stephane Camuzeaux; et al. (Comput. J., 2009)

Reliable Probabilistic Classification of Internet Traffic. - Mikhail Dashevskiy; Zhiyuan Luo 001 (Int. J. Inf. Acquis., 2009)

Application of Conformal Predictors to Tea Classification Based on Electronic Nose. - Ilia Nouretdinov; Guang Li 001; Alexander Gammerman; Zhiyuan Luo 001 (AIAI, 2010)

Electroantennogram Obtained from Honeybee Antennae for Odor Detection. - You Wang 001; Yuanzhe Zheng; Zhiyuan Luo 001; Guang Li 001 (ISNN (1), 2010)

Study of a QCM Dimethyl Methylphosphonate Sensor Based on a ZnO-Modified Nanowire-Structured Manganese Dioxide Film. - Zhifu Pei; Xingfa Ma; Pengfei Ding; Wuming Zhang; Zhiyuan Luo 001; Guang Li 001 (Sensors, 2010)

Feature Selection by Conformal Predictor. - Meng Yang 014; Ilia Nouretdinov; Zhiyuan Luo 001; Alex Gammerman (AIAI, 2011)

A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs. - Chenzhe Zhou; Ilia Nouretdinov; Zhiyuan Luo 001; Dmitry Adamskiy; Luke Randell; Nicholas Coldham; Alex Gammerman (AIAI, 2011)

Time series prediction with performance guarantee. - Mikhail Dashevskiy; Zhiyuan Luo 001 (IET Commun., 2011)

Conformal Prediction for Indoor Localisation with Fingerprinting Method. - Khuong Nguyen; Zhiyuan Luo 001 (AIAI (2), 2012)

Multiprobabilistic Venn Predictors with Logistic Regression. - Ilia Nouretdinov; Dmitry Devetyarov; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia J. Smith; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Rachel Hallett; Volodya Vovk; Mike Waterfield; et al. (AIAI (2), 2012)

Two methods for reliable classification of network traffic. - Mikhail Dashevskiy; Zhiyuan Luo 001 (Prog. Artif. Intell., 2012)

Conformal predictors in early diagnostics of ovarian and breast cancers. - Dmitry Devetyarov; Ilia Nouretdinov; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia J. Smith; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Rachel Hallett; Volodya Vovk; Mike Waterfield; et al. (Prog. Artif. Intell., 2012)

Template Free Synthesis of Hollow Ball-Like Nano-Fe2O3 and Its Application to the Detection of Dimethyl Methylphosphonate at Room Temperature. - Guokang Fan; You Wang 001; Meng Hu; Zhiyuan Luo 001; Kaihuan Zhang; Guang Li 001 (Sensors, 2012)

Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method. - Khuong Nguyen; Zhiyuan Luo 001 (AIAI, 2013)

Learning by Conformal Predictors with Additional Information. - Meng Yang 014; Ilia Nouretdinov; Zhiyuan Luo 001 (AIAI, 2013)

Artificial Intelligence Applications in Biomedicine. - Panayiotis M. Vlamos; Konstantinos Lefkimmiatis; Catalina Cocianu; Luminita State; Zhiyuan Luo 001 (Adv. Artif. Intell., 2013)

A Dibutyl Phthalate Sensor Based on a Nanofiber Polyaniline Coated Quartz Crystal Monitor. - You Wang 001; Pengfei Ding; Ruifen Hu; Jianming Zhang; Xingfa Ma; Zhiyuan Luo 001; Guang Li 001 (Sensors, 2013)

Evaluation of Bluetooth Properties for Indoor Localisation. - Khuong Nguyen; Zhiyuan Luo 001 (Progress in Location-Based Services, 2013)

SVM Venn Machine with k-Means Clustering. - Chenzhe Zhou; Ilia Nouretdinov; Zhiyuan Luo 001; Alex Gammerman (AIAI (Workshops), 2014)

On the Feasibility of Using Two Mobile Phones and WLAN Signal to Detect Co-Location of Two Users for Epidemic Prediction. - Khuong An Nguyen; Zhiyuan Luo 001; Chris Watkins (LBS, 2014)

Selective mixture of Gaussians clustering for location fingerprinting. - Khuong Nguyen; Zhiyuan Luo 001 (MobiQuitous, 2014)

A Comparison of Three Implementations of Multi-Label Conformal Prediction. - Hua-zhen Wang; Xin Liu 011; Ilia Nouretdinov; Zhiyuan Luo 001 (SLDS, 2015)

Reliable indoor location prediction using conformal prediction. - Khuong An Nguyen; Zhiyuan Luo 001 (Ann. Math. Artif. Intell., 2015)

Multiprobabilistic prediction in early medical diagnoses. - Ilia Nouretdinov; Dmitry Devetyarov; Volodya Vovk; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia J. Smith; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Rachel Hallett; Mike Waterfield; et al. (Ann. Math. Artif. Intell., 2015)

IBC-C: A Dataset for Armed Conflict Analysis. - Andrej Zukov Gregoric; Zhiyuan Luo 001; Bartal Veyhe (ACL (2), 2016)

An experimental study of the intrinsic stability of random forest variable importance measures. - Hua-zhen Wang; Fan Yang; Zhiyuan Luo 001 (BMC Bioinform., 2016)

Valid Probabilistic Predictions for Ginseng with Venn Machines Using Electronic Nose. - You Wang 001; Jiacheng Miao; Xiaofeng Lyu; Linfeng Liu; Zhiyuan Luo 001; Guang Li 001 (Sensors, 2016)

On assessing the positioning accuracy of Google Tango in challenging indoor environments. - Khuong An Nguyen; Zhiyuan Luo 001 (IPIN, 2017)

Co-location epidemic tracking on London public transports using low power mobile magnetometer. - Khuong An Nguyen; Chris Watkins; Zhiyuan Luo 001 (IPIN, 2017)

Dynamic route prediction with the magnetic field strength for indoor positioning. - Khuong An Nguyen; Zhiyuan Luo 001 (Int. J. Wirel. Mob. Comput., 2017)

Conformal Prediction Based on K-Nearest Neighbors for Discrimination of Ginsengs by a Home-Made Electronic Nose. - Zhan Wang 006; Xiyang Sun; Jiacheng Miao; You Wang 001; Zhiyuan Luo 001; Guang Li 001 (Sensors, 2017)

Cover your cough: detection of respiratory events with confidence using a smartwatch. - Khuong An Nguyen; Zhiyuan Luo 001 (COPA, 2018)

Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis. - Timothy Wong; Zhiyuan Luo 001 (EANN, 2018)

Location Tracking Using Smartphone Accelerometer and Magnetometer Traces. - Khuong An Nguyen; Raja Naeem Akram; Konstantinos Markantonakis; Zhiyuan Luo 001; Chris Watkins (ARES, 2019)

Coreset-based Conformal Prediction for Large-scale Learning. - Nery Riquelme-Granada; Khuong Nguyen; Zhiyuan Luo 001 (COPA, 2019)

Realtime Tracking of Passengers on the London Underground Transport by Matching Smartphone Accelerometer Footprints. - Khuong An Nguyen; You Wang 001; Guang Li 001; Zhiyuan Luo 001; Chris Watkins (Sensors, 2019)

Discrimination of Different Species of Dendrobium with an Electronic Nose Using Aggregated Conformal Predictor. - You Wang 001; Zhan Wang 006; Junwei Diao; Xiyang Sun; Zhiyuan Luo 001; Guang Li 001 (Sensors, 2019)

Fast probabilistic prediction for kernel SVM via enclosing balls. - Nery Riquelme-Granada; Khuong An Nguyen; Zhiyuan Luo 001 (COPA, 2020)

On Generating Efficient Data Summaries for Logistic Regression: A Coreset-based Approach. - Nery Riquelme-Granada; Khuong An Nguyen; Zhiyuan Luo 001 (DATA, 2020)

Coreset-Based Data Compression for Logistic Regression. - Nery Riquelme-Granada; Khuong An Nguyen; Zhiyuan Luo 001 (DATA (Revised Selected Papers), 2020)

A review of smartphones based indoor positioning: challenges and applications. - Khuong An Nguyen; Zhiyuan Luo 001; Guang Li 001; Chris Watkins (CoRR, 2020)

Special Issue on Conformal and Probabilistic Prediction with Applications. - Alex Gammerman; Vladimir Vovk; Zhiyuan Luo 001; Evgueni N. Smirnov; Ralf Peeters (Neurocomputing, 2020)

Epidemic contact tracing with smartphone sensors. - Khuong An Nguyen; Zhiyuan Luo 001; Chris Watkins (J. Locat. Based Serv., 2020)

Preface. - Lars Carlsson; Zhiyuan Luo 001; Giovanni Cherubin; Khuong An Nguyen (COPA, 2021)

Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose. - Li Liu 046; Xianghao Zhan; Rumeng Wu; Xiaoqing Guan; Zhan Wang 006; Wei Zhang 256; You Wang 001; Zhiyuan Luo 001; Guang Li 001 (CoRR, 2021)

Speech neuromuscular decoding based on spectrogram images using conformal predictors with Bi-LSTM. - You Wang 001; Ming Zhang; Rumeng Wu; Hengyang Wang; Zhiyuan Luo 001; Guang Li 001 (Neurocomputing, 2021)

Cough-based COVID-19 detection with audio quality clustering and confidence measure based learning. - Alice E. Ashby; Julia A. Meister; Khuong An Nguyen; Zhiyuan Luo 001; Werner Gentzke (COPA, 2022)

Preface. - Ulf Johansson; Henrik Boström; Khuong An Nguyen; Zhiyuan Luo 001; Lars Carlsson (COPA, 2022)

Communication-efficient Conformal Prediction for Distributed Datasets. - Nery Riquelme-Granada; Zhiyuan Luo 001; Khuong An Nguyen (COPA, 2022)

Audio Feature Ranking for Sound-Based COVID-19 Patient Detection. - Julia A. Meister; Khuong An Nguyen; Zhiyuan Luo 001 (EPIA, 2022)

Malware in Motion. - Robert Choudhury; Zhiyuan Luo 001; Khuong An Nguyen (ICISSP, 2022)

A novel Deep Learning approach for one-step Conformal Prediction approximation. - Julia A. Meister; Khuong An Nguyen; Stelios Kapetanakis; Zhiyuan Luo 001 (CoRR, 2022)

A survey of deep learning approaches for WiFi-based indoor positioning. - Xu Feng; Khuong An Nguyen; Zhiyuan Luo 001 (J. Inf. Telecommun., 2022)

CPSC: Conformal Prediction With Shrunken Centroids for Efficient Prediction Reliability Quantification and Data Augmentation, a Case in Alternative Herbal Medicine Classification With Electronic Nose. - Li Liu 046; Xianghao Zhan; Xikai Yang; Xiaoqing Guan; Rumeng Wu; Zhan Wang 006; Zhiyuan Luo 001; You Wang 001; Guang Li 001 (IEEE Trans. Instrum. Meas., 2022)

WiFi Access Points Line-of-Sight Detection for Indoor Positioning Using the Signal Round Trip Time. - Xu Feng; Khuong An Nguyen; Zhiyuan Luo 001 (Remote. Sens., 2022)

Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal Prediction. - Robert Choudhury; Zhiyuan Luo 001; Khuong An Nguyen (COPA, 2023)

A dynamic model switching algorithm for WiFi fingerprinting indoor positioning. - Xu Feng; Khuong An Nguyen; Zhiyuan Luo 001 (IPIN, 2023)

A Multi-Scale Feature Selection Framework for WiFi Access Points Line-of-sight Identification. - Xu Feng; Khuong An Nguyen; Zhiyuan Luo 001 (WCNC, 2023)

Basic Taste Sensation Recognition From EEG Based on Multiscale Convolutional Neural Network With Residual Learning. - Han Gao 006; Shuo Zhao; Huiyan Li; Li Liu 046; Hengyang Wang; You Wang 001; Zhiyuan Luo 001; Jin Zhang 018; Guang Li 001 (IEEE Trans. Instrum. Meas., 2023)

Silent Speech Interface With Vocal Speaker Assistance Based on Convolution-Augmented Transformer. - Huiyan Li; Yihao Liang; Han Gao 006; Li Liu 046; You Wang 001; Daqi Chen; Zhiyuan Luo 001; Guang Li 001 (IEEE Trans. Instrum. Meas., 2023)

WiFi round-trip time (RTT) fingerprinting: an analysis of the properties and the performance in non-line-of-sight environments. - Xu Feng; Khuong An Nguyen; Zhiyuan Luo 001 (J. Locat. Based Serv., 2023)

Unlocking Viewer Insights in Linear Television: A Machine Learning Approach. - Javier Carreno; Khuong An Nguyen; Zhiyuan Luo 001; Andrew Fish (BIR, 2024)

SwinTaste: Bimodal Biosignals Taste Sensation Recognition via Swin Transformer. - Han Gao 006; Shuo Zhao; You Wang 001; Jin Zhang 018; Wei Yao 014; Zhiyuan Luo 001; Guang Li 001 (IJCNN, 2024)

A Review of Open Access WiFi Fingerprinting Datasets for Indoor Positioning. - Xu Feng; Khuong An Nguyen; Zhiyuan Luo 001 (IEEE Access, 2024)

Reliable Household Demographic Classification. - Javier Carreno; Khuong An Nguyen; Zhiyuan Luo 001; Andrew Fish (COPA, 2025)

Preface. - Harris Papadopoulos; Khuong An Nguyen; Zhiyuan Luo 001; Tuwe Löfström; Lars Carlsson; Henrik Boström (COPA, 2025)