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G

Geoffrey I. Webb

monash university

77H-index
1.3KPaper Count
3.0WCitation Count
Published Papers 97
Publication Date
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“Accessibility misrepresentation” in public transport
errJournal of Transport Geography
IF6.3
err2026-03-15
err0
errOAAI
errYanda Qu; Graham Currie; Geoffrey I. Webb
errShare
errSave
Association Discovery Approach in Healthcare Big Data to Identify Drug Safety and Drug Repurposing Signals
errCLINICAL PHARMACOLOGY & THERAPEUTICS
IF5.5
err2025-10-01
err0
errOAAI
errTan, George S. Q.; Miller, Lynn; Wade, Sam; Ilomaki, Jenni; Lukose, Dickson; Rong, Jia; Webb, Geoffrey I.
errShare
errSave
Large language models for drug discovery and development
errPatterns
IF7.4
err2025-09-02
err0
errOAAI
errYizhen Zheng; Huan Yee Koh; Jiaxin Ju; Madeleine Yang; Lauren T. May; Geoffrey I. Webb; Li Li; Shirui Pan; George Church
errShare
errSave
AI-driven protein design
errNATURE REVIEWS BIOENGINEERING
IF0
err2025-09-01
err2
PREAI
errKoh, Huan Yee; Zheng, Yizhen; Yang, Madeleine; Arora, Rohit; Webb, Geoffrey I.; Pan, Shirui; Li, Li; Church, George M.
errShare
errSave
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-08-01
err0
errOAAI
errZahra Zamanzadeh Darban; Yiyuan Yang; Geoffrey I. Webb; Charu C. Aggarwal; Qingsong Wen; Shirui Pan; Mahsa Salehi
errShare
errSave
EHR-ML: A data-driven framework for designing machine learning applications with electronic health records
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2025-04-01
err0
errOAAI
errRamakrishnaiah, Yashpal; Macesic, Nenad; Webb, Geoffrey I.; Peleg, Anton Y.; Tyagi, Sonika
errShare
errSave
Proximity forest 2.0: a new effective and scalable similarity-based classifier for time series
errDATA MINING AND KNOWLEDGE DISCOVERY
IF4.3
err2025-02-14
err0
errOAAI
errTan, Chang Wei; Herrmann, Matthieu; Salehi, Mahsa; Webb, Geoffrey I.
errShare
errSave
CARLA: Self-supervised contrastive representation learning for time series anomaly detection
errPATTERN RECOGNITION
IF7.6
err2025-01-01
err2
errOAAI
errDarban, Zahra Zamanzadeh; Webb, Geoffrey I.; Pan, Shirui; Aggarwal, Charu C.; Salehi, Mahsa
errShare
errSave
SCREEN: A Graph-based Contrastive Learning Tool to Infer Catalytic Residues and Assess Enzyme Mutations
errGENOMICS PROTEOMICS & BIOINFORMATICS
IF7.9
err2024-12-26
err0
errOAAI
errPan, Tong; Bi, Yue; Wang, Xiaoyu; Zhang, Ying; Webb, Geoffrey, I; Song, Jiangning
errShare
errSave
Deep Learning for Time Series Anomaly Detection: A Survey
errACM COMPUTING SURVEYS
IF28
err2024-10-07
err1
errOAAI
errDarban, Zahra zamanzadeh; Webb, Geoffrey i.; Pan, Shirui; Aggarwal, Charu; Salehi, Mahsa
errShare
errSave
Predicting Pseudomonas aeruginosa drug resistance using artificial intelligence and clinical MALDI-TOF mass spectra
errMSYSTEMS
IF4.6
err2024-09-17
err1
errOAAI
errNguyen, Hoai-An; Peleg, Anton Y.; Song, Jiangning; Antony, Bhavna; Webb, Geoffrey I.; Wisniewski, Jessica A.; Blakeway, Luke V.; Badoordeen, Gnei Z.; Theegala, Ravali; Zisis, Helen; Dowe, David L.; Macesic, Nenad
errShare
errSave
Advancing microRNA target site prediction with transformer and base-pairing patterns
errNUCLEIC ACIDS RESEARCH
IF13.1
err2024-09-13
err0
errOAAI
errBi, Yue; Li, Fuyi; Wang, Cong; Pan, Tong; Davidovich, Chen; Webb, Geoffrey, I; Song, Jiangning
errShare
errSave
Deep Learning for Satellite Image Time-Series Analysis A review
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2024-09-01
err3
errOAAI
errMiller, Lynn; Pelletier, Charlotte; Webb, Geoffrey I.
errShare
errSave
Physicochemical graph neural network for learning protein-ligand interaction fingerprints from sequence data
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-06-17
err2
PREAI
errKoh, Huan Yee; Nguyen, Anh T. N.; Pan, Shirui; May, Lauren T.; Webb, Geoffrey I.
errShare
errSave
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
errACM COMPUTING SURVEYS
IF28
err2024-04-25
err16
errOAAI
errFoumani, Navid Mohammadi; Miller, Lynn; Tan, Chang Wei; Webb, Geoffrey I.; Forestier, Germain; Salehi, Mahsa
errShare
errSave
EHR-QC: A streamlined pipeline for automated electronic health records standardisation and preprocessing to predict clinical outcomes
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-11-01
err4
errOAAI
errRamakrishnaiah, Yashpal; Macesic, Nenad; Webb, Geoffrey I.; Peleg, Anton Y.; Tyagi, Sonika
errShare
errSave
ProsperousPlus: a one-stop and comprehensive platform for accurate protease-specific substrate cleavage prediction and machine-learning model construction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-10-24
err6
PREAI
errLi, Fuyi; Wang, Cong; Guo, Xudong; Akutsu, Tatsuya; Webb, Geoffrey I.; Coin, Lachlan J. M.; Kurgan, Lukasz; Song, Jiangning
errShare
errSave
Time series adversarial attacks: an investigation of smooth perturbations and defense approaches
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2023-10-24
err1
errOAAI
errPialla, Gautier; Fawaz, Hassan Ismail; Devanne, Maxime; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain; Bergmeir, Christoph; Schmidt, Daniel F.; Webb, Geoffrey I.; Forestier, Germain
errShare
errSave
Rigorous non-disjoint discretization for naive Bayes
errPATTERN RECOGNITION
IF7.6
err2023-08-01
err5
errOAAI
errZhang, Huan; Jiang, Liangxiao; Webb, Geoffrey I.
errShare
errSave
TIMER is a Siamese neural network-based framework for identifying both general and species-specific bacterial promoters
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-06-08
err2
errOAAI
errZhu, Yan; Li, Fuyi; Guo, Xudong; Wang, Xiaoyu; Coin, Lachlan J. M.; Webb, Geoffrey, I; Song, Jiangning; Jia, Cangzhi
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Witold Pedrycz
H-index: 130 · Papers: 3.1K
K
Kuo‐Chen Chou
H-index: 124 · Papers: 483
Y
Yuming Guo
H-index: 120 · Papers: 1.3K
J
Jamie Rossjohn
H-index: 118 · Papers: 983
张扬 cover
张扬 (Yang Zhang)
H-index: 112 · Papers: 1.6K
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