Jeremiah D. Deng

Orcid: 0000-0003-3727-4403

Affiliations:
  • University of Otago
  • South China University of Technology
  • University of Hong Kong


According to our database1, Jeremiah D. Deng authored at least 93 papers between 1994 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Chronic pain detection from resting-state raw EEG signals using improved feature selection.
CoRR, 2023

Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification.
CoRR, 2023

2022
Deep adversarial transition learning using cross-grafted generative stacks.
Neural Networks, 2022

Capturing brain-cognition relationship: Integrating task-based fMRI across tasks markedly boosts prediction and test-retest reliability.
NeuroImage, 2022

Sizing up the Batteries: Modelling of Energy-Harvesting Sensor Nodes in a Delay Tolerant Network.
CoRR, 2022

Finding neural signatures for obesity using source-localized EEG features.
CoRR, 2022

Variational Transfer Learning using Cross-Domain Latent Modulation.
CoRR, 2022

Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Rule-Based Collaborative Learning with Heterogeneous Local Learning Models.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

2021
A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization.
IEEE Trans. Evol. Comput., 2021

Multimodal particle swarm optimization for feature selection.
Appl. Soft Comput., 2021

Cross-Domain Latent Modulation for Variational Transfer Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020
A multi-feature bipartite graph ensemble for image segmentation.
Pattern Recognit. Lett., 2020

Resting-state EEG sex classification using selected brain connectivity representation.
CoRR, 2020

Helmet Use Detection of Tracked Motorcycles Using CNN-Based Multi-Task Learning.
IEEE Access, 2020

Gender Classification of EEG Signals using a Motif Attribute Classification Ensemble.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Energy harvesting modelling for self-powered fitness gadgets: a feasibility study.
Int. J. Parallel Emergent Distributed Syst., 2019

Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks.
CoRR, 2019

Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Performance Modelling of Synchronized Predictive Sensing for Clustered Wireless Sensor Networks.
Proceedings of the 25th Asia-Pacific Conference on Communications, 2019

2018
A Level-Based Learning Swarm Optimizer for Large-Scale Optimization.
IEEE Trans. Evol. Comput., 2018

An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing.
IEEE Trans. Evol. Comput., 2018

An Improved PBIL Algorithm for Optimal Coalition Structure Generation of Smart Grids.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Impact of Compression Ratio and Reconstruction Methods on ECG Classification for E-Health Gadgets: A Preliminary Study.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Hierarchical Population-Based Learning for Optimal Large-Scale Coalition Structure Generation in Smart Grids.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017
Segment-Based Predominant Learning Swarm Optimizer for Large-Scale Optimization.
IEEE Trans. Cybern., 2017

Benchmarking Stochastic Algorithms for Global Optimization Problems by Visualizing Confidence Intervals.
IEEE Trans. Cybern., 2017

Buffer management using integrated queueing models for mobile energy harvesting sensors.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

A streaming ensemble classifier with multi-class imbalance learning for activity recognition.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Online Hidden Conditional Random Fields to Recognize Activity-Driven Behavior Using Adaptive Resilient Gradient Learning.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Image segmentation with superpixel-based covariance descriptors in low-rank representation.
CoRR, 2016

Shot Boundary Detection Using Multi-instance Incremental and Decremental One-Class Support Vector Machine.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Online Weighted Clustering for Real-time Abnormal Event Detection in Video Surveillance.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A hierarchical segmentation tree for superpixel-based image segmentation.
Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

Energy management policy for fitness gadgets: A case study of human daily routines.
Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

Online Outlier Detection of Energy Data Streams Using Incremental and Kernel PCA Algorithms.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015
A Data Acquisition Protocol for a Reactive Wireless Sensor Network Monitoring Application.
Sensors, 2015

Optimized routing for video streaming in multi-hop wireless networks using analytical capacity estimation.
J. Comput. Syst. Sci., 2015

A Self-adaptive CodeBook (SACB) model for real-time background subtraction.
Image Vis. Comput., 2015

Teaching Service Modelling to a Mixed Class: An Integrated Approach.
Informatics Educ., 2015

Ensemble classification with modified SIFT descriptor for medical image modality.
Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015

Anomaly detection in crowd scenes via online adaptive one-class support vector machines.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Event Classification Using Adaptive Cluster-Based Ensemble Learning of Streaming Sensor Data.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

CAMS: Consensus-Based Anchor-Node Management Scheme for Train Localisation.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 14th International Conference, 2015

2014
Video background modeling: recent approaches, issues and our proposed techniques.
Mach. Vis. Appl., 2014

Spatial-Temporal Pyramid Matching for Crowd Scene Analysis.
Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, 2014

Analyzing Wind Speed Data through Markov Chain based Profiling and Clustering.
Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, 2014

Superpixel-based Segmentation using Multi-layer Bipartite Graphs and Grassmann Manifolds.
Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, 2014

Empirical capacity modeling and evaluation of delay tolerant network routing protocols.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Improving superpixel-based image segmentation by incorporating color covariance matrix manifolds.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

BWS: Beacon-driven wake-up scheme for train localization using wireless sensor networks.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Keypoint-Based Keyframe Selection.
IEEE Trans. Circuits Syst. Video Technol., 2013

Wildlife video key-frame extraction based on novelty detection in semantic context.
Multim. Tools Appl., 2013

SWIFTNET: A data acquisition protocol for fast-reactive monitoring applications.
Proceedings of the 8th IEEE International Symposium on Industrial Embedded Systems, 2013

Quality of service for video streaming over multi-hop wireless networks: Admission control approach based on analytical capacity estimation.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Prolonging the lifetime of wireless sensor networks using light-weight forecasting algorithms.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Improving Mixture of Gaussians background model through adaptive learning and Spatio-Temporal voting.
Proceedings of the IEEE International Conference on Image Processing, 2013

An Application-Specific Forecasting Algorithm for Extending WSN Lifetime.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

Trade-offs of Forecasting Algorithm for Extending WSN Lifetime in a Real-World Deployment.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

Growing Neural Gas Video Background Model (GNG-BM).
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Event Detection Using Quantized Binary Code and Spatial-Temporal Locality Preserving Projections.
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Light-weight Online Predictive Data Aggregation for Wireless Sensor Networks.
Proceedings of the Workshop on Machine Learning for Sensory Data Analysis, 2013

2012
Novelty detection in wildlife scenes through semantic context modelling.
Pattern Recognit., 2012

Enhancing the mixture of Gaussians background model with local matching and local adaptive learning.
Proceedings of the Image and Vision Computing New Zealand, 2012

Video manifold modelling: finding the right parameter settings for anomaly detection.
Proceedings of the Image and Vision Computing New Zealand, 2012

Key-frame extraction of wildlife video based on semantic context modeling.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Optimizing Routing in Multi-hop Wireless Networks Using Analytical Capacity Estimation: A Study on Video Streaming.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Optimization of Energy-efficient Protocols with Energy-heterogeneity for Coverage Preservation in Wireless Sensor Networks: An Empirical Study.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Illumination Invariant Background Model Using Mixture of Gaussians and SURF Features.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Multi-core application performance optimization using a constrained tandem queueing model.
J. Netw. Comput. Appl., 2011

Software Effort Estimation: Harmonizing Algorithms and Domain Knowledge in an Integrated Data Mining Approach.
Int. J. Intell. Inf. Technol., 2011

Enhancing Clustering in Wireless Sensor Networks with Energy Heterogeneity.
Int. J. Bus. Data Commun. Netw., 2011

Enhanced Codebook Model for Real-Time Background Subtraction.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
Controlling Chaotic Associative Memory for Multiple Pattern Retrieval.
Cogn. Comput., 2010

Modelling semantic context for novelty detection in wildlife scenes.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2008
A Study on Feature Analysis for Musical Instrument Classification.
IEEE Trans. Syst. Man Cybern. Part B, 2008

2007
Content-based image collection summarization and comparison using self-organizing maps.
Pattern Recognit., 2007

Automatic Sapstain Detection in Processed Timber.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006
Feature Analysis and Classification of Classical Musical Instruments: An Empirical Study.
Proceedings of the Advances in Data Mining, 2006

Image classification using labelled and unlabelled data.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
POISE - Achieving Content-Based Picture Organisation for Image Search Engines.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Combining Multiple Precision-Boosted Classifiers for Indoor-Outdoor Scene Classification.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

2004
Content-based Comparison of Image Collections via Distance Measuring of Self-organised Maps.
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004

Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos.
Proceedings of the Advances in Data Mining, 2004

A wavelet-based neuro-fuzzy system for data mining small image sets.
Proceedings of the ACSW Frontiers 2004, 2004 ACSW Workshops, 2004

Visualisation and Comparison of Image Collections based on Self-organised Maps.
Proceedings of the ACSW Frontiers 2004, 2004 ACSW Workshops, 2004

2003
On-line pattern analysis by evolving self-organizing maps.
Neurocomputing, 2003

2001
An evolving localised learning model for on-line image colour quantisation.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
ESOM: An Algorithm to Evolve Self-Organizing Maps from On-Line Data Streams.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Block-Constrained Fractal Coding Scheme for Image Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

1995
Self-organising learning of receptive fields in multi-resolution.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
Handwritten Chinese Character Recognition Using Spatial Gabor Filters and Self-Organizing Feature Maps.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994


  Loading...