Liya Ding

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 16

Top Topics

Multimedia Courseware

Machine Learning

Dynamic Epistemic Logic

Human Knowledge

Top Venues

Int. J. Reason. based Intell. Syst.

Publications

Jun Wang, Bohan Lei, Liya Ding, Xiaoyin Xu, Xianfeng Gu, Min Zhang
Autoencoder-based conditional optimal transport generative adversarial network for medical image generation. Vis. Informatics 8 (1) (2024)
Xiaomin Lv, Chong Lai, Liya Ding, Maode Lai, Qingrong Sun
Renal digital pathology visual knowledge search platform based on language large model and book knowledge. CoRR (2024)
Shuxia Guo, Xuan Zhao, Shengdian Jiang, Liya Ding, Hanchuan Peng
Image enhancement to leverage the 3D morphological reconstruction of single-cell neurons. Bioinform. 38 (2) (2022)
Hayato Horanai, Yuto Maejima, Liya Ding
An Education Tool That Supports Junior Learners in Studying Machine Learning. MLIS (2022)
Shengdian Jiang, Yimin Wang, Lijuan Liu, Liya Ding, Zongcai Ruan, Hong-Wei Dong, Giorgio A. Ascoli, Michael Hawrylycz, Hongkui Zeng, Hanchuan Peng
Petabyte-Scale Multi-Morphometry of Single Neurons for Whole Brains. Neuroinformatics 20 (2) (2022)
Shugo Yoshida, Liya Ding, Kosuke Noborio, Kazuki Shibuya
Frost Forecasting System with Multiple Models of Machine Learning. MLIS (2022)
Yuto Maejima, Hayato Horanai, Liya Ding
An Intelligent System for Safe and Satisfactory Individual Travel Tours in Tokyo. MLIS (2022)
Rory M. Donovan-Maiye, Jackson M. Brown, K. Caleb Chan, Liya Ding, Calysta Yan, Nathalie Gaudreault, Julie A. Theriot, Mary M. Maleckar, Theo A. Knijnenburg, Gregory R. Johnson
A deep generative model of 3D single-cell organization. PLoS Comput. Biol. 18 (1) (2022)
Liya Ding, Yosuke Tamura, Kosuke Noborio, Kazuki Shibuya
Frost forecast - a practice of machine learning from data. Int. J. Reason. based Intell. Syst. 13 (4) (2021)
Liya Ding, Yosuke Tamura, Shugo Yoshida, Kenta Owada, Tatsuya Toyoda, Yuto Morishita, Kosuke Noborio, Kazuki Shibuya
Ensemble causal modelling for frost forecast in vineyard. KES (2021)
Yosuke Tamura, Liya Ding, Kosuke Noborio, Kazuki Shibuya
Frost Prediction for Vineyard Using Machine Learning. SCIS/ISIS (2020)
Liya Ding, Kosuke Noborio, Kazuki Shibuya
Modelling and learning cause-effect - application in frost forecast. KES (2020)
Liya Ding, Kosuke Noborio, Kazuki Shibuya
Frost Forecast using Machine Learning - from association to causality. KES (2019)
Liya Ding
Human Knowledge in Constructing AI Systems - Neural Logic Networks Approach towards an Explainable AI. KES (2018)
Philippe Roudot, Liya Ding, Khuloud Jaqaman, Charles Kervrann, Gaudenz Danuser
Piecewise-Stationary Motion Modeling and Iterative Smoothing to Track Heterogeneous Particle Motions in Dense Environments. IEEE Trans. Image Process. 26 (11) (2017)
Liya Ding, Jeffrey W. Tweedale
Handling Knowledge Imperfection in Hybrid Logic Inference. KES (2016)
Liya Ding, ZhenZhen Fan, Dongliang Chen
Auto-Categorization of HS Code Using Background Net Approach. KES (2015)
Liya Ding, Sio-Long Lo
Extended Interval-valued Confidence for Inference of Knowware System Using Hybrid Logic. KES (2013)
Sio-Long Lo, Liya Ding
Probabilistic reasoning on background net: An application to text categorization. ICMLC (2012)
Yuan Chen, Liya Ding, Sio-Long Lo, Dickson K. W. Chiu
Implementing Background Net with Knowware System for Personalized Keyword Support. Int. J. Syst. Serv. Oriented Eng. 2 (1) (2011)
Sio-Long Lo, Liya Ding, Yuan Chen
Incremental learning on background net to capture changing personal reading preference. ICMLC (2011)
Liya Ding, Kun Huang, C. Ryan Insolera, Song-Hai Shi
Detecting cellular events in brain cortex using time-lapse microscopy. ISBI (2011)
Liya Ding, Chunping Hou, ZhaoHua Wang
An Effective Method to Reduce Sensibility to CFO in OFDM. Wirel. Pers. Commun. 57 (4) (2011)
Liya Ding, Aleix M. Martínez
Features versus Context: An Approach for Precise and Detailed Detection and Delineation of Faces and Facial Features. IEEE Trans. Pattern Anal. Mach. Intell. 32 (11) (2010)
Sio-Long Lo, Liya Ding, Yuan Chen
Application of hybrid logic in inference of Knowware System. ICMLC (2010)
Jie Zhang, Yang Xiang, Liya Ding, Kristin Keen-Circle, Tara Borlawsky, Hatice Gulcin Ozer, Ruoming Jin, Philip R. O. Payne, Kun Huang
Using gene co-expression network analysis to predict biomarkers for chronic lymphocytic leukemia. BMC Bioinform. 11 (S-9) (2010)
Liya Ding, Aleix M. Martínez
Modelling and recognition of the linguistic components in American Sign Language. Image Vis. Comput. 27 (12) (2009)
Liya Ding, Aleix M. Martínez
Precise detailed detection of faces and facial features. CVPR (2008)
Liya Ding
Inference in hybrid KBS with interval-valued confidence. FUZZ-IEEE (2008)
Liya Ding
A Model of Hierarchical Knowledge Representation ? Toward Knowware for Intelligent Systems. J. Adv. Comput. Intell. Intell. Informatics 11 (10) (2007)
Liya Ding, Aleix M. Martínez
Recovering the linguistic components of the manual signs in American Sign Language. AVSS (2007)
Liya Ding, Aleix M. Martínez
Three-Dimensional Shape and Motion Reconstruction for the Analysis of American Sign Language. CVPR Workshops (2006)
Liya Ding, Jilin Liu, Qubo Zhou, Rengrong Wang
Automatic traffic real-time analysis system based on video. Visualization and Data Analysis (2003)
Chien-Wan Tham, Sion-Hui Tian, Liya Ding
Weather Forecasting System Based on Satellite Imageries Using Neuro-fuzzy Techniques. AFSS (2002)
Liya Ding, Ho-Chung Lui
Knowledge-Based Approach in Intelligent Handwritten Form Processing. J. Adv. Comput. Intell. Intell. Informatics 3 (3) (1999)
Liya Ding, Jiankang Wu
Approximate case-based learning for object recognition by recall. SMC (1998)
Fon-Lin Lai, Joo-Hwee Lim, Liya Ding, Ah-Hwee Tan, Ho-Chung Lui
An Application of Hierarchical Knowledge Integration in Hand-Written Form Processing. PRICAI (1996)
Liya Ding, Hoon Heng Teh, Pei-Zhuang Wang, Ho-Chung Lui
A Prolog-like inference system based on neural logic - An attempt towards fuzzy neural logic programming. Fuzzy Sets Syst. 82 (2) (1996)
Liya Ding
Guest Editorial. Intell. Autom. Soft Comput. 1 (4) (1995)
Zuliang Shen, Ho-Chung Lui, Liya Ding
Approximate case-based reasoning on neural networks. Int. J. Approx. Reason. 10 (1) (1994)
Zuliang Shen, Liya Ding, Ho-Chung Lui, Pei-Zhuang Wang, Masao Mukaidono
Revision Principle for Approximate Reasoning-Based on Semantic Revising Method. ISMVL (1992)
Liya Ding, Masao Mukaidono
A proposal on approximate reasoning based on revision principle and fixed value law. Systems and Computers in Japan 22 (13) (1991)
Masao Mukaidono, Zuliang Shen, Liya Ding
Fundamentals of Fuzzy Prolog. Int. J. Approx. Reason. 3 (2) (1989)