Transaction Modeling. - Anne H. H. Ngu (ICDE, 1989)

Conceptual Transaction Modeling. - Anne H. H. Ngu (IEEE Trans. Knowl. Data Eng., 1989)

Specification and verification of temporal relationships in transaction modelling. - Anne H. H. Ngu (Inf. Syst., 1990)

On Canonical and Non-canonical Classifications. - Anne H. H. Ngu; Limsoon Wong; Surjatini Widjojo (DOOD, 1991)

A Framework of Flexible and Dynamic Integration for Multidatabases. - Toncan Duong; John Hiller; Anne H. H. Ngu (ICICIS, 1993)

Information Integration through Contract. - Toncan Duong; John Hiller; Anne H. H. Ngu (DASFAA, 1993)

PINOL: A Persistent Inferential Object Oriented Language for Databases. - Anne H. H. Ngu; Limsoon Wong (DASFAA, 1993)

Heterogeneous Query Optimization Using Maximal Sub-Queries. - Anne H. H. Ngu; Ling-Ling Yan; Limsoon Wong (DASFAA, 1993)

Specification and Verification of Communication Constraints for Interoperable Transactions. - Anne H. H. Ngu; Robert Meersman; Hans Weigand (Int. J. Cooperative Inf. Syst., 1994)

A Two-Phase Approach to Data Allocation in Distributed Databases. - John Shepherd 001; Banchong Harangsri; Hwee Ling Chen; Anne H. H. Ngu (DASFAA, 1995)

Concept Clustering for Cooperation in Heterogeneous Information Systems. - Uma Srinivasan 001; Anne H. H. Ngu; Tamás D. Gedeon (DS-6, 1995)

2D Projection Interval Relationships: A Symbolic Representation of Spatial Relationships. - Mohammad Nabil; John Shepherd 001; Anne H. H. Ngu (SSD, 1995)

Query Classification in Multidatabase Systems. - Banchong Harangsri; John Shepherd 001; Anne H. H. Ngu (Australasian Database Conference, 1996)

Query Size Estimation using Systematic Sampling. - Banchong Harangsri; John Shepherd 001; Anne H. H. Ngu (CODAS, 1996)

Modeling Workflow Using Tasks and Transactions. - Anne H. H. Ngu; Toncan Duong; Uma Srinivasan 001 (DEXA Workshop, 1996)

Query optimisation in multidatabase systems using query classification. - Banchong Harangsri; John Shepherd 001; Anne H. H. Ngu (SAC, 1996)

Picture Similarity Retrieval Using 2D Projection Interval Representation. - Mohammad Nabil; Anne H. H. Ngu; John Shepherd 001 (IEEE Trans. Knowl. Data Eng., 1996)

Indexing Multi-Visual Features in Image Database (Abstract). - Rong Lei; Anne H. H. Ngu; Jesse J. Jin (BNCOD, 1997)

Query Size Estimation Using Machine Learning. - Banchong Harangsri; John Shepherd 001; Anne H. H. Ngu (DASFAA, 1997)

Modelling Moving Objects in Multimedia Databases. - Mohammad Nabil; Anne H. H. Ngu; John Shepherd 001 (DASFAA, 1997)

Selectivity Estimation for Joins Using Systematic Sampling. - Banchong Harangsri; John Shepherd 001; Anne H. H. Ngu (DEXA Workshop, 1997)

An Image Retrieval System for Distributed Environments. - Mohammad Nabil; John Shepherd 001; Anne H. H. Ngu (RIDE, 1998)

Flexible Specification of Interoperable Transactions. - Hans Weigand; Anne H. H. Ngu (Data Knowl. Eng., 1998)

Semantic Brokering over Dynamic Heterogeneous Data Sources in InfoSleuth. - Marian H. Nodine; William Bohrer; Anne H. H. Ngu (ICDE, 1999)

Specification of Cooperative Constraints in Virtual Enterprise Workflow. - Anne H. H. Ngu (RIDE, 1999)

Managing heterogeneous information systems through discovery and retrieval of generic concepts. - Uma Srinivasan 001; Anne H. H. Ngu; Tamás D. Gedeon (J. Am. Soc. Inf. Sci., 2000)

An agent-based approach for supporting cross-enterprise workflows. - Liangzhao Zeng; Anne H. H. Ngu; Boualem Benatallah; Milton O'Dell (ADC, 2001)

On Demand Business-to-Business Integration. - Liangzhao Zeng; Boualem Benatallah; Anne H. H. Ngu (CoopIS, 2001)

AgFlow: Agent-based Cross-Enterprise Workflow Management System. - Liangzhao Zeng; Boualem Benatallah; Phuong Nguyen; Anne H. H. Ngu (VLDB, 2001)

Modeling and Retrieval of Moving Objects. - Mohammad Nabil; Anne H. H. Ngu; John Shepherd 001 (Multim. Tools Appl., 2001)

Combining multi-visual features for efficient indexing in a large image database. - Anne H. H. Ngu; Quan Z. Sheng; Du Q. Huynh; Ron Lei (VLDB J., 2001)

Declarative Composition and Peer-to-Peer Provisioning of Dynamic Web Services. - Boualem Benatallah; Quan Z. Sheng; Anne H. H. Ngu; Marlon Dumas (ICDE, 2002)

Advanced Process-Based Component Integration in Telcordia's Cable OSS. - Anne H. H. Ngu; Dimitrios Georgakopoulos 001; Donald Baker; Andrzej Cichocki; Joseph Desmarais; Peter Bates (ICDE, 2002)

CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database. - Jialie Shen 001; Anne H. H. Ngu; John Shepherd 001; Du Q. Huynh; Quan Z. Sheng (SIGMOD Conference, 2003)

Flexible Composition of Enterprise Web Services. - Liangzhao Zeng; Boualem Benatallah; Hui Lei 001; Anne H. H. Ngu; David Flaxer; Henry Chang (Electron. Mark., 2003)

Scalable Semantic Brokering over Dynamic Heterogeneous Data Sources in InfoSleuthTM. - Marian H. Nodine; Anne H. H. Ngu; Anthony R. Cassandra; William Bohrer (IEEE Trans. Knowl. Data Eng., 2003)

Business-to-business interactions: issues and enabling technologies. - Brahim Medjahed; Boualem Benatallah; Athman Bouguettaya; Anne H. H. Ngu; Ahmed K. Elmagarmid (VLDB J., 2003)

Enabling Personalized Composition and Adaptive Provisioning of Web Services. - Quan Z. Sheng; Boualem Benatallah; Zakaria Maamar; Marlon Dumas; Anne H. H. Ngu (CAiSE, 2004)

Integrating heterogeneous reatures for efficient content based music retrieval. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (CIKM, 2004)

Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu; Du Q. Huynh (DASFAA, 2004)

Firewall Queries. - Alex X. Liu; Mohamed G. Gouda; Huibo H. Ma; Anne H. H. Ngu (OPODIS, 2004)

QoS computation and policing in dynamic web service selection. - Yutu Liu; Anne H. H. Ngu; Liangzhao Zeng (WWW (Alternate Track Papers & Posters), 2004)

Query Size Estimation for Joins Using Systematic Sampling. - Anne H. H. Ngu; Banchong Harangsri; John Shepherd 001 (Distributed Parallel Databases, 2004)

QoS-Aware Middleware for Web Services Composition. - Liangzhao Zeng; Boualem Benatallah; Anne H. H. Ngu; Marlon Dumas; Jayant Kalagnanam; Henry Chang (IEEE Trans. Software Eng., 2004)

On Efficient Music Genre Classification. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (DASFAA, 2005)

Automatic Generation of Data Types for Classification of Deep Web Sources. - Anne H. H. Ngu; David Buttler; Terence Critchlow (DILS, 2005)

Semantic-Sensitive Classification for Large Image Libraries. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (MMM, 2005)

Automatic Discovery and Inferencing of Complex Bioinformatics Web Interfaces. - Anne H. H. Ngu; Daniel Rocco; Terence Critchlow; David Buttler (World Wide Web, 2005)

Business Process Learning for Real Time Enterprises. - Rodion M. Podorozhny; Anne H. H. Ngu; Dimitrios Georgakopoulos 001 (BIRTE, 2006)

Enabling ScientificWorkflow Reuse through Structured Composition of Dataflow and Control-Flow. - Shawn Bowers; Bertram Ludäscher; Anne H. H. Ngu; Terence Critchlow (ICDE Workshops, 2006)

InMAF: indexing music databases via multiple acoustic features. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (SIGMOD Conference, 2006)

Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (IEEE Trans. Multim., 2006)

A Novel Approach for Robust Web Services Provisioning. - Quan Z. Sheng; Anne H. H. Ngu (ICEIS (4), 2007)

Editorial. - Anne H. H. Ngu; Masaru Kitsuregawa; Erich J. Neuhold (World Wide Web, 2007)

An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (Int. J. Image Graph., 2007)

Automatic Mash Up of Composite Applications. - Michael Pierre Carlson; Anne H. H. Ngu; Rodion M. Podorozhny; Liangzhao Zeng (ICSOC, 2008)

Flexible Scientific Workflow Modeling Using Frames, Templates, and Dynamic Embedding. - Anne H. H. Ngu; Shawn Bowers; Nicholas Haasch; Timothy M. McPhillips; Terence Critchlow (SSDBM, 2008)

Dynamic composition and optimization of Web services. - Liangzhao Zeng; Anne H. H. Ngu; Boualem Benatallah; Rodion M. Podorozhny; Hui Lei 001 (Distributed Parallel Databases, 2008)

ContextServ: A platform for rapid and flexible development of context-aware Web services. - Quan Z. Sheng; Sam Pohlenz; Jian Yu 002; Hoi Sim Wong; Anne Hee Hiong Ngu; Zakaria Maamar (ICSE, 2009)

Robust Web Services Provisioning through On-Demand Replication. - Quan Z. Sheng; Zakaria Maamar; Jian Yu 002; Anne H. H. Ngu (UNISCON, 2009)

Towards scientific workflow patterns. - Ustun Yildiz; Adnene Guabtni; Anne H. H. Ngu (SC-WORKS, 2009)

Business versus Scientific Workflows: A Comparative Study. - Ustun Yildiz; Adnene Guabtni; Anne H. H. Ngu (SERVICES I, 2009)

Configurable Composition and Adaptive Provisioning of Web Services. - Quan Z. Sheng; Boualem Benatallah; Zakaria Maamar; Anne H. H. Ngu (IEEE Trans. Serv. Comput., 2009)

Spreadsheet as a Generic Purpose Mashup Development Environment. - Dat Dac Hoang; Hye-Young Paik; Anne H. H. Ngu (ICSOC, 2010)

Context-aware scientific workflow systems using KEPLER. - Anne H. H. Ngu; Arwa M. Jamnagarwala; George Chin Jr.; Chandrika Sivaramakrishnan; Terence Critchlow (Int. J. Bus. Process. Integr. Manag., 2010)

Semantic-Based Mashup of Composite Applications. - Anne H. H. Ngu; Michael Pierre Carlson; Quan Z. Sheng; Hye-young Paik (IEEE Trans. Serv. Comput., 2010)

Scientist-Centered Workflow Abstractions via Generic Actors, Workflow Templates, and Context-Awareness for Groundwater Modeling and Analysis. - George Chin Jr.; Chandrika Sivaramakrishnan; Terence Critchlow; Karen Schuchardt; Anne H. H. Ngu (SERVICES, 2011)

Kepler Scientific Workflow Design and Execution with Contexts. - Anne Hee Hiong Ngu; Arwa M. Jamnagarwala; George Chin Jr.; Chandrika Sivaramakrishnan; Terence Critchlow (Int. J. Comput. Their Appl., 2011)

WS-Finder: A Framework for Similarity Search of Web Services. - Jiangang Ma; Quan Z. Sheng; Kewen Liao; Yanchun Zhang; Anne H. H. Ngu (ICSOC, 2012)

Discovery and cataloging of deep Web sources. - Chelsea Hicks; Matthew Scheffer; Anne H. H. Ngu; Quan Z. Sheng (IRI, 2012)

Cloud Armor: a platform for credibility-based trust management of cloud services. - Talal H. Noor; Quan Z. Sheng; Anne H. H. Ngu; Abdullah Alfazi; Jeriel Law (CIKM, 2013)

A Model for Discovering Correlations of Ubiquitous Things. - Lina Yao 001; Quan Z. Sheng; Byron J. Gao; Anne H. H. Ngu; Xue Li 001 (ICDM, 2013)

Identifying Fake Feedback for Effective Trust Management in Cloud Environments. - Talal H. Noor; Quan Z. Sheng; Abdullah Alfazi; Jeriel Law; Anne H. H. Ngu (ICSOC Workshops, 2013)

CSCE: A Crawler Engine for Cloud Services Discovery on the World Wide Web. - Talal H. Noor; Quan Z. Sheng; Abdullah Alfazi; Anne H. H. Ngu; Jeriel Law (ICWS, 2013)

Keeping You in the Loop: Enabling Web-based Things Management in the Internet of Things. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Byron J. Gao (CIKM, 2014)

Flexible IoT middleware for integration of things and applications. - Joseph Boman; Jonathan Taylor; Anne H. H. Ngu (CollaborateCom, 2014)

ThingsNavi: finding most-related things via multi-dimensional modeling of human-thing interactions. - Lina Yao 001; Quan Z. Sheng; Nickolas J. G. Falkner; Anne H. H. Ngu (MobiQuitous, 2014)

ServiceXplorer: a similarity-based web service search engine. - Anne H. H. Ngu; Jiangang Ma; Quan Z. Sheng; Lina Yao 001; Scott Julian (SIGIR, 2014)

Exploring recommendations in internet of things. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Helen Ashman; Xue Li 001 (SIGIR, 2014)

Analysis of Web-Scale Cloud Services. - Talal H. Noor; Quan Z. Sheng; Anne H. H. Ngu; Schahram Dustdar (IEEE Internet Comput., 2014)

Personal Process Description Graph for Describing and Querying Personal Processes. - Jing Xu; Hye-young Paik; Anne H. H. Ngu; Liming Zhan (ADC, 2015)

Real-Time Prediction of Blood Alcohol Content Using Smartwatch Sensor Data. - Mario A. Gutierrez; Michelle L. Fast; Anne H. H. Ngu; Byron J. Gao (ICSH, 2015)

Up in the Air: When Homes Meet the Web of Things. - Lina Yao 001; Quan Z. Sheng; Boualem Benatallah; Schahram Dustdar; Ali Shemshadi; Xianzhi Wang 001; Anne H. H. Ngu (CoRR, 2015)

Unveiling Contextual Similarity of Things via Mining Human-Thing Interactions in the Internet of Things. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Byron J. Gao; Boualem Benatallah; Xue Li 001 (CoRR, 2015)

Unified Collaborative and Content-Based Web Service Recommendation. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Jian Yu 002; Aviv Segev (IEEE Trans. Serv. Comput., 2015)

Social-PPM: Personal Experience Sharing and Recommendation. - Anne H. H. Ngu; Shawn Fang; Helen Paik (CIC, 2016)

Aggregated Search over Personal Process Description Graph. - Jing Ouyang Hsu; Hye-young Paik; Liming Zhan; Anne H. H. Ngu (DEXA (2), 2016)

Guest editorial: web of things. - Quan Z. Sheng; Xue Li 001; Anne H. H. Ngu; Yongrui Qin; Dong Xie 002 (Inf. Syst. Frontiers, 2016)

Things of Interest Recommendation by Leveraging Heterogeneous Relations in the Internet of Things. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Xue Li 001 (ACM Trans. Internet Techn., 2016)

CloudArmor: Supporting Reputation-Based Trust Management for Cloud Services. - Talal H. Noor; Quan Z. Sheng; Lina Yao 001; Schahram Dustdar; Anne H. H. Ngu (IEEE Trans. Parallel Distributed Syst., 2016)

Multi-label classification via learning a unified object-label graph with sparse representation. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Byron J. Gao; Xue Li 001; Sen Wang 001 (World Wide Web, 2016)

Building Entity Graphs for the Web of Things Management. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Xue Li 001; Boualem Benatallah; Xianzhi Wang 001 (Managing the Web of Things, 2017)

SourceVote: Fusing Multi-valued Data via Inter-source Agreements. - Xiu Susie Fang; Quan Z. Sheng; Xianzhi Wang 001; Mahmoud Barhamgi; Lina Yao 001; Anne H. H. Ngu (ER, 2017)

Fall Detection Using Smartwatch Sensor Data with Accessor Architecture. - Anne H. H. Ngu; Yeahuay Wu; Habil Zare; Andrew Polican; Brock Yarbrough; Lina Yao 001 (ICSH, 2017)

Value Veracity Estimation for Multi-Truth Objects via a Graph-Based Approach. - Xiu Susie Fang; Quan Z. Sheng; Xianzhi Wang 001; Anne H. H. Ngu (WWW (Companion Volume), 2017)

SmartMTD: A Graph-Based Approach for Effective Multi-Truth Discovery. - Xiu Susie Fang; Quan Z. Sheng; Xianzhi Wang 001; Anne H. H. Ngu (CoRR, 2017)

From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. - Xiu Susie Fang; Quan Z. Sheng; Xianzhi Wang 001; Wei Emma Zhang; Anne H. H. Ngu (CoRR, 2017)

IoT Middleware: A Survey on Issues and Enabling Technologies. - Anne Hee Hiong Ngu; Mario A. Gutierrez; Vangelis Metsis; Surya Nepal; Quan Z. Sheng (IEEE Internet Things J., 2017)

Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things. - Lina Yao 001; Quan Z. Sheng; Anne H. H. Ngu; Xue Li 001; Boualem Benattalah (ACM Trans. Intell. Syst. Technol., 2017)

ContextServ: Towards Model-Driven Development of Context-AwareWeb Services. - Quan Z. Sheng; Jian Yu 002; Hanchuan Xu; Wei Emma Zhang; Anne H. H. Ngu; Jun Han 004; Ruilin Liu (CoRR, 2018)

Spatial mining of migration patterns from web demographics. - T. Edwin Chow; Ryan T. Schuermann; Anne H. H. Ngu; Khila Raj Dahal (Int. J. Geogr. Inf. Sci., 2018)

Smartwatch-Based IoT Fall Detection Application. - Anne H. H. Ngu; Po-Teng Tseng; Manvick Paliwal; Christopher Carpenter; Walker Stipe (Open J. Internet Things, 2018)

SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning. - Taylor R. Mauldin; Marc E. Canby; Vangelis Metsis; Anne H. H. Ngu; Coralys Cubero Rivera (Sensors, 2018)

Patient Centric Data Integration for Improved Diagnosis and Risk Prediction. - Hanie Samimi; Jelena Tesic; Anne Hee Hiong Ngu (Poly/DMAH@VLDB, 2019)

Experimentation and Analysis of Ensemble Deep Learning in IoT Applications. - Taylor R. Mauldin; Anne H. H. Ngu; Vangelis Metsis; Marc E. Canby; Jelena Tesic (Open J. Internet Things, 2019)

SmartVote: a full-fledged graph-based model for multi-valued truth discovery. - Xiu Susie Fang; Quan Z. Sheng; Xianzhi Wang 001; Dianhui Chu; Anne H. H. Ngu (World Wide Web, 2019)

Personalized Fall Detection System. - Anne H. H. Ngu; Vangelis Metsis; Shaun Coyne; Brian Chung; Rachel Pai; Joshua Chang (PerCom Workshops, 2020)

From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. - Xiu Susie Fang; Quan Z. Sheng; Xianzhi Wang 001; Wei Emma Zhang; Anne H. H. Ngu; Jian Yang 001 (ACM Trans. Intell. Syst. Technol., 2020)

Collaborative Edge-Cloud Computing for Personalized Fall Detection. - Anne H. H. Ngu; Shaun Coyne; Priyanka Srinivas; Vangelis Metsis (AIAI, 2021)

Ensemble Deep Learning on Wearables Using Small Datasets. - Taylor R. Mauldin; Anne H. H. Ngu; Vangelis Metsis; Marc E. Canby (ACM Trans. Comput. Heal., 2021)

TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network. - Xiaomin Li; Vangelis Metsis; Huangyingrui Wang; Anne Hee Hiong Ngu (AIME, 2022)

Cross-Modal Knowledge Distillation For Vision-To-Sensor Action Recognition. - Jianyuan Ni; Raunak Sarbajna; Yang Liu; Anne H. H. Ngu; Yan Yan 002 (ICASSP, 2022)

Progressive Cross-modal Knowledge Distillation for Human Action Recognition. - Jianyuan Ni; Anne H. H. Ngu; Yan Yan 002 (ACM Multimedia, 2022)

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation. - Xiaomin Li; Anne Hee Hiong Ngu; Vangelis Metsis (CoRR, 2022)

Personalized Watch-Based Fall Detection Using a Collaborative Edge-Cloud Framework. - Anne Hee Hiong Ngu; Vangelis Metsis; Shuan Coyne; Priyanka Srinivas; Tarek Salad; Uddin Mahmud; Kyong Hee Chee (Int. J. Neural Syst., 2022)

An IoT Edge Computing Framework Using Cordova Accessor Host. - Anne H. H. Ngu; Jesuloluwa S. Eyitayo; Guowei Yang 001; Colin Campbell; Quan Z. Sheng; Jianyuan Ni (IEEE Internet Things J., 2022)

Demo: P-Fall: Personalization Pipeline for Fall Detection. - Anne H. H. Ngu; Awatif Yasmin; Tarek Mahmud; Adnan Mahmood; Quan Z. Sheng (CHASE, 2023)

Transfer Learning on Small Datasets for Improved Fall Detection. - Nader Maray; Anne Hee Hiong Ngu; Jianyuan Ni; Minakshi Debnath; Lu Wang (Sensors, 2023)

The Impact of Synthetic Data on Fall Detection Application. - Minakshi Debnath; Md Shahriar Kabir; Jianyuan Ni; Anne Hee Hiong Ngu (AIME (1), 2024)

Poster: Multimodal ConvTransformer for Human Activity Recognition. - Syed Tousiful Haque; Anne H. H. Ngu (CHASE, 2024)

An Empirical Study on AI-Powered Edge Computing Architectures for Real-Time IoT Applications. - Awatif Yasmin; Tarek Mahmud; Minakshi Debnath; Anne H. H. Ngu (COMPSAC, 2024)

LightHART: Lightweight Human Activity Recognition Transformer. - Syed Tousiful Haque; Jianyuan Ni; Jingcheng Li; Yan Yan 002; Anne Hee Hiong Ngu (ICPR (15), 2024)

An Empirical Investigation on Android App Testing Practices. - Tarek Mahmud; Meiru Che; Anne H. H. Ngu; Guowei Yang 001 (ISSRE, 2024)

A Survey on Multimodal Wearable Sensor-based Human Action Recognition. - Jianyuan Ni; Hao Tang 005; Syed Tousiful Haque; Yan Yan 002; Anne H. H. Ngu (CoRR, 2024)

Automated Update of Android Deprecated API Usages with Large Language Models. - Tarek Mahmud; Bin Duan; Meiru Che; Awatif Yasmin; Anne H. H. Ngu; Guowei Yang 001 (CoRR, 2024)

Experimental Study of Long Short-Term Memory and Transformer Models for Fall Detection on Smartwatches. - Syed Tousiful Haque; Minakshi Debnath; Awatif Yasmin; Tarek Mahmud; Anne Hee Hiong Ngu (Sensors, 2024)

Improving Time-Series Forecasting with Statistical and AI-Driven Feature Optimization. - Minakshi Debnath; Sana Alamgeer; Anne H. H. Ngu (COMPSAC, 2025)

TransConv-DDPM: Enhanced Diffusion Model for Generating Time-Series Data in Healthcare. - Md Shahriar Kabir; Sana Alamgeer; Minakshi Debnath; Anne H. H. Ngu (COMPSAC, 2025)

Testing Android Third Party Libraries with LLMs to Detect Incompatible APIs. - Tarek Mahmud; Bin Duan; Meiru Che; Anne H. H. Ngu; Guowei Yang 001 (Forge@ICSE, 2025)

SSDL: Sensor-to-Skeleton Diffusion Model with Lipschitz Regularization for Human Activity Recognition. - Nikhil Sharma; Changchang Sun; Zhenghao Zhao; Anne Hee Hiong Ngu; Hugo Latapie; Yan Yan 002 (MMM (4), 2025)

S3 KD: Semantic-aware Spiking Neural Networks Self-distillation for Human Action Recognition. - Jianyuan Ni; Raunak Sarbajna; Anne H. H. Ngu (PerCom Workshops, 2025)

AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection. - Sana Alamgeer; Yasine Souissi; Anne H. H. Ngu (CoRR, 2025)