Zhiyuan Luo

发表

A Comparison of Venn Machine with Platt's Method in Probabilistic Outputs

Alexander Gammerman, Ilia Nouretdinov, Chenzhe Zhou, 2011, EANN/AIAI.

A probabilistic reasoning system based on a causal graph approach

Alexander Gammerman, Zhiyuan Luo, 1990 .

Cover your cough: detection of respiratory events with confidence using a smartwatch

Zhiyuan Luo, Khuong Nguyen, 2018, COPA.

A review of smartphones based indoor positioning: challenges and applications pdf

Guang Li, Chris Watkins, Zhiyuan Luo, 2020, IET Cyber-Systems and Robotics.

Conformal Prediction for Indoor Localisation with Fingerprinting Method

Zhiyuan Luo, Khuong Nguyen, K. Nguyen, 2012, AIAI.

STOSS - A Stochastic Simulation System for Bayesian Belief Networks

Alexander Gammerman, Zhiyuan Luo, 1990, IPMU.

Predictions with Confidence in Applications

Zhiyuan Luo, Mikhail Dashevskiy, Zhiyuan Luo, 2009, MLDM.

Reliable Probabilistic Classification and Its Application to Internet Traffic

Zhiyuan Luo, Mikhail Dashevskiy, Zhiyuan Luo, 2008, ICIC.

Practical investment with the long-short game

Vladimir Vovk, Yuri Kalnishkan, Zhiyuan Luo, 2020, COPA.

Template Free Synthesis of Hollow Ball-Like Nano-Fe2O3 and Its Application to the Detection of Dimethyl Methylphosphonate at Room Temperature

Guang Li, Meng Hu, Zhiyuan Luo, 2012, Sensors.

Practical "what-if?" modeling for resource management of corporate voice-data networks

John Cosmas, Jonathan M. Pitts, Zhiyuan Luo, 1999, Optics East.

A Comparison of Three Implementations of Multi-Label Conformal Prediction

Xin Liu, Ilia Nouretdinov, Zhiyuan Luo, 2015, SLDS.

Evaluation of Bluetooth Properties for Indoor Localisation

Zhiyuan Luo, Khuong Nguyen, 2013, Progress in Location-Based Services.

Proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications - Volume 9653

Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, 2016 .

Study of a QCM Dimethyl Methylphosphonate Sensor Based on a ZnO-Modified Nanowire-Structured Manganese Dioxide Film

Wuming Zhang, Guang Li, Zhiyuan Luo, 2010, Sensors.

Guaranteed Network Traffic Demand Prediction Using FARIMA Models

Zhiyuan Luo, Mikhail Dashevskiy, 2008, IDEAL.

Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis pdf

Zhiyuan Luo, Timothy Wong, 2018, EANN.

Traffic Control and Resource Management Using a Multi-Agent System

Laurie G. Cuthbert, John Bigham, Zhiyuan Luo, 1999, Broadband Communications.

Online conformal prediction for classifying different types of herbal medicines with electronic nose

Xiaoqing Guan, You Wang, Zhiyuan Luo, 2018 .

Co-location epidemic tracking on London public transports using low power mobile magnetometer

Zhiyuan Luo, Chris Watkins, Khuong Nguyen, 2017, 2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

Electroantennogram Obtained from Honeybee Antennae for Odor Detection

Guang Li, Zhiyuan Luo, You Wang, 2010, ISNN.

Discrimination of Different Species of Dendrobium with an Electronic Nose Using Aggregated Conformal Predictor

Guang Li, Xiyang Sun, Zhan Wang, 2019, Sensors.

Valid Probabilistic Predictions for Ginseng with Venn Machines Using Electronic Nose

Guang Li, Zhiyuan Luo, Linfeng Liu, 2016, Sensors.

Multi-Agent Interactions for a Network Management System (Tele-MACS Approach)

John Bigham, Zhiyuan Luo, A. L. G. Hayzelden, 1999 .

On the Feasibility of Using Two Mobile Phones and WLAN Signal to Detect Co-Location of Two Users for Epidemic Prediction

Zhiyuan Luo, Chris Watkins, Khuong Nguyen, 2014, LBS.

Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer

Alexander Gammerman, Vladimir Vovk, Ilia Nouretdinov, 2009, Comput. J..

Multi-agent System for Network Resource Management

Laurie G. Cuthbert, John Bigham, Zhiyuan Luo, 1999, IS&N.

Stochastic Simulation in Mixed Graphical Association Models

Alexander Gammerman, Colin Aitken, Zhiyuan Luo, 1992 .

A probabilistic reasoning and learning system based on Bayesian belief networks

Zhiyuan Luo, 1992 .

An experimental study of the intrinsic stability of random forest variable importance measures

Fan Yang, Zhiyuan Luo, Hua-zhen Wang, 2016, BMC Bioinformatics.

Empirical Inference

Vladimir Vovk, Zhiyuan Luo, Vladimir N. Vapnik, 2011, Springer Berlin Heidelberg.

Reliable Probabilistic Classification of Internet Traffic

Zhiyuan Luo, Mikhail Dashevskiy, Zhiyuan Luo, 2009, Int. J. Inf. Acquis..

Intelligent Agents for ATM Network Control and Resource Management: Experiences and Results from an Implementation on a Network Testbed

Laurie G. Cuthbert, John Bigham, Evangelos Vayias, 2004, Journal of Network and Systems Management.

Learning by Conformal Predictors with Additional Information

Ilia Nouretdinov, Meng Yang, Zhiyuan Luo, 2013, AIAI.

Epidemic contact tracing with smartphone sensors

Chris Watkins, Zhiyuan Luo, Khuong An Nguyen, 2020, J. Locat. Based Serv..

Press - A Probabilistic Reasoning Expert System Shell

Alexander Gammerman, Zhiyuan Luo, 1991, ECSQARU.

A New Algorithm for Semantic Web Service Matching

Bo Jiang, Zhiyuan Luo, 2013, J. Softw..

Selective mixture of Gaussians clustering for location fingerprinting

Zhiyuan Luo, Khuong Nguyen, 2014, MobiQuitous.

A Language Model based Evaluator for Sentence Compression

Yang Zhao, Akiko Aizawa, Zhiyuan Luo, 2018, ACL.

A Cost Bounded Possibilistic ATMS

John Bigham, Zhiyuan Luo, Debashis Banerjee, 1995, ECSQARU.

Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines

Alexander Gammerman, Zhiyuan Luo, Tony Bellotti, 2004, IDEAL.

Conformal and Probabilistic Prediction with Applications

Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, 2016, Lecture Notes in Computer Science.

A methodological approach to visual reasoning

Zhiyuan Luo, X. Liu, G. Zhang, 1989, International Workshop on Industrial Applications of Machine Intelligence and Vision,.

Conformal predictors in early diagnostics of ovarian and breast cancers

Vladimir Vovk, Ilia Nouretdinov, Zhiyuan Luo, 2012, Progress in Artificial Intelligence.

Qualified Probabilistic Predictions Using Graphical Models

Alexander Gammerman, Zhiyuan Luo, 2005, ECSQARU.

Coreset-based Conformal Prediction for Large-scale Learning

Zhiyuan Luo, Nery Riquelme-Granada, Khuong Nguyen, 2019, COPA.

Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik

Vladimir Vovk, Zhiyuan Luo, Bernhard Schlkopf, 2014, Empirical Inference.

SVM Venn Machine with k-Means Clustering

Alexander Gammerman, Ilia Nouretdinov, Chenzhe Zhou, 2014, AIAI Workshops.

An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction

Guang Li, You Wang, Meng Yang, 2020 .

Two methods for reliable classification of network traffic

Zhiyuan Luo, Mikhail Dashevskiy, 2012, Progress in Artificial Intelligence.

Prediction of Long-Range Dependent Time Series Data with Performance Guarantee

Zhiyuan Luo, Mikhail Dashevskiy, Zhiyuan Luo, 2009, SAGA.

Strangeness Minimisation Feature Selection with Confidence Machines

Alexander Gammerman, Zhiyuan Luo, Tony Bellotti, 2006, IDEAL.

Flexible Decentralised Control of Connection Admission

Laurie Cuthbert, John Bigham, Zhiyuan Luo, 2001 .

On assessing the positioning accuracy of Google Tango in challenging indoor environments

Zhiyuan Luo, Khuong Nguyen, 2017, 2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

Multiprobabilistic Venn Predictors with Logistic Regression

Vladimir Vovk, Ilia Nouretdinov, Zhiyuan Luo, 2012, AIAI.

Conformal Prediction Based on K-Nearest Neighbors for Discrimination of Ginsengs by a Home-Made Electronic Nose

Guang Li, Xiyang Sun, Zhan Wang, 2017, Sensors.

Application of Conformal Predictors to Tea Classification Based on Electronic Nose

Guang Li, Alexander Gammerman, Ilia Nouretdinov, 2010, AIAI.

Time series prediction with performance guarantee

Zhiyuan Luo, Mikhail Dashevskiy, Zhiyuan Luo, 2011, IET Commun..

Artificial Intelligence Applications in Biomedicine

Catalina Cocianu, Zhiyuan Luo, Panayiotis M. Vlamos, 2013, Adv. Artif. Intell..

IBC-C: A Dataset for Armed Conflict Analysis

Zhiyuan Luo, Andrej Zukov Gregoric, Bartal Veyhe, 2016, ACL.

Reliable indoor location prediction using conformal prediction

Zhiyuan Luo, Khuong Nguyen, 2013, Annals of Mathematics and Artificial Intelligence.

Dynamic route prediction with the magnetic field strength for indoor positioning

Zhiyuan Luo, Khuong Nguyen, 2017, Int. J. Wirel. Mob. Comput..

Multiprobabilistic prediction in early medical diagnoses

Alexander Gammerman, Vladimir Vovk, Ilia Nouretdinov, 2013, Annals of Mathematics and Artificial Intelligence.

7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands

Ralf Peeters, Alexander Gammerman, Vladimir Vovk, 2018, International Symposium on Conformal and Probabilistic Prediction with Applications.

Feature Selection by Conformal Predictor

Alexander Gammerman, Ilia Nouretdinov, Meng Yang, 2011, EANN/AIAI.

Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method

Zhiyuan Luo, Khuong Nguyen, 2013, AIAI.

Recognition of hypoxia EEG with a preset confidence level based on EEG analysis

Jin Zhang, Guang Li, Meng Hu, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Gene Selection Using Wilcoxon Rank Sum Test and Support Vector Machine for Cancer Classification

Shutao Li, Zhiyuan Luo, Chen Liao, 2007, CIS.

A Dibutyl Phthalate Sensor Based on a Nanofiber Polyaniline Coated Quartz Crystal Monitor

Guang Li, Jianming Zhang, Zhiyuan Luo, 2013, Sensors.

Genetic diagnosis and clinical outcome in patients with synchronous ovarian and endometrial cancer

Zhiyuan Luo, Alexander Gammerman, Ian Jacobs, 2008 .

Network Traffic Demand Prediction with Confidence

Zhiyuan Luo, Mikhail Dashevskiy, Zhiyuan Luo, 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

On-line Network Resource Consumption Prediction with Confidence

Zhiyuan Luo, Zhiyuan Luo, 2007, 2007 Second International Conference on Communications and Networking in China.

Audio feature ranking for sound-based COVID-19 patient detection pdf

Zhiyuan Luo, Julia A. Meister, Khuong An Nguyen, 2021, ArXiv.

Anomaly Detection in Video Sequences: A Benchmark and Computational Model

Yuming Fang, Zhiyuan Luo, Boyang Wan, 2021, IET Image Process..

Review of GAN-Based Person Re-Identification

Zhiyuan Luo, 2021 .

Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose

Mert Pilanci, Zhiyuan Luo, Wei Zhang, 2021, IEEE Sensors Journal.

Speech neuromuscular decoding based on spectrogram images using conformal predictors with Bi-LSTM

Zhiyuan Luo, You Wang, Rumeng Wu, 2021, Neurocomputing.

A survey of deep learning approaches for WiFi-based indoor positioning

Zhiyuan Luo, Khuong An Nguyen, Xu Feng, 2021, J. Inf. Telecommun..

Development of a high-sensitivity plasticizer sensor based on a quartz crystal microbalance modified with a nanostructured nickel hydroxide film

Zhiyuan Luo, Guokang Fan, Kaihuan Zhang, 2015 .

Disposable blood potassium sensors based on screen-printed thick film electrodes

Zhiyuan Luo, You Wang, Hui Xu, 2010 .

Preanalytic influence of sample handling on SELDI-TOF serum protein profiles.

Zhiyuan Luo, John F Timms, Davy T'Jampens, 2007, Clinical chemistry.

Prospective gene expression analysis accurately subtypes acute leukaemia in children and establishes a commonality between hyperdiploidy and t(12;21) in acute lymphoblastic leukaemia

Zhiyuan Luo, Vaskar Saha, Tony Bellotti, 2005, British journal of haematology.

Highly Accurate Detection of Ovarian Cancer Using CA125 but Limited Improvement With Serum Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Profiling

Ilia Nouretdinov, Zhiyuan Luo, Brian Burford, 2010, International Journal of Gynecologic Cancer.

Early detection of ovarian cancer in samples pre-diagnosis using CA125 and MALDI-MS peaks.

Ilia Nouretdinov, Zhiyuan Luo, Brian Burford, 2011, Cancer genomics & proteomics.

Reliable classification of childhood acute leukaemia from gene expression data using confidence machines

Alexander Gammerman, Zhiyuan Luo, Tony Bellotti, 2006, 2006 IEEE International Conference on Granular Computing.

Synthesis of flowerlike nano-SnO2 and a study of its gas sensing response

Zhiyuan Luo, You Wang, Guokang Fan, 2011 .

Improved analysis of inorganic coal properties based on near-infrared reflectance spectroscopy

Zhiyuan Luo, Yasheng Wang, Ruifen Hu, 2015 .

A miniature all-solid-state calcium electrode applied to in situ seawater measurement

Zhiyuan Luo, You Wang, Hui Xu, 2013 .

Gene Selection for Cancer Classification using Wilcoxon Rank Sum Test and Support Vector Machine

Zhiyuan Luo, Chen Liao, Shutao Li, 2006, 2006 International Conference on Computational Intelligence and Security.

CLRC—TR—08—02 Analysis of serial UKCTOCS-OC data: discriminating abilities of proteomics peaks

Alexander Gammerman, Ilia Nouretdinov, Alexey Ya. Chervonenkis, 2008 .

Peptides generated ex vivo from serum proteins by tumor-specific exopeptidases are not useful biomarkers in ovarian cancer.

Ilia Nouretdinov, Zhiyuan Luo, Brian Burford, 2010, Clinical chemistry.

IBC-C : A Dataset for Armed Conflict Event Analysis

Zhiyuan Luo, Bartal Veyhe, Zhiyuan Luo, 2016 .