Ashfaqur Rahman

According to our database1, Ashfaqur Rahman authored at least 64 papers between 2004 and 2018.

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Bibliography

2018
Wind power prediction in new stations based on knowledge of existing Stations: A cluster based multi source domain adaptation approach.
Knowl.-Based Syst., 2018

State Space Models for Forecasting Water Quality Variables: An Application in Aquaculture Prawn Farming.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
A SiC CMOS Digitally Controlled PWM Generator for High-Temperature Applications.
IEEE Trans. Industrial Electronics, 2017

Wind Power Prediction Using Cluster Based Ensemble Regression.
International Journal of Computational Intelligence and Applications, 2017

Channel Transition Invariant Fast Broadcasting Scheme.
CoRR, 2017

Thermal Stratification Prediction at Lake Trevallyn.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Behavior Classification of Dairy Cows Fitted with GPS Collars.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections.
Proceedings of the 34th International Conference on Machine Learning, 2017

Motion and Connectivity Aware Offloading in Cloud Robotics via Genetic Algorithm.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Cloud-Enhanced Robotic System for Smart City Crowd Control.
J. Sensor and Actuator Networks, 2016

Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections.
CoRR, 2016

Behavior classification of cows fitted with motion collars: Decomposing multi-class classification into a set of binary problems.
Computers and Electronics in Agriculture, 2016

Detecting heat events in dairy cows using accelerometers and unsupervised learning.
Computers and Electronics in Agriculture, 2016

A comparison of autoencoder and statistical features for cattle behaviour classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A Cloud Robotics Framework of Optimal Task Offloading for Smart City Applications.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations.
Proceedings of the Databases Theory and Applications, 2016

2015
Shellfish farm closure prediction and cause identification using machine learning methods.
Computers and Electronics in Agriculture, 2015

Allele frequency calibration for SNP based genotyping of DNA pools: A regression based local-global error fusion method.
Comp. in Bio. and Med., 2015

Machine learning approach for pooled DNA sample calibration.
BMC Bioinformatics, 2015

2014
A Robust Data Gathering Technique for Large Scaled Wireless Sensor Networks.
JNW, 2014

Ensemble aggregation methods for relocating models of rare events.
Eng. Appl. of AI, 2014

A Multiple Classifier System for Predicting with missing Sensor Values.
Advances in Adaptive Data Analysis, 2014

Air Pollution Exposure Estimation and Finding Association with Human Activity using Wearable Sensor Network.
Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, 2014

Distributed Feature Selection with Big Sensor Data.
Proceedings of the MLSDA 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, 2014

Personalising pollution exposure estimates using wearable activity sensors.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

A hierarchical learning approach to calibrate allele frequencies for SNP based genotyping of DNA pools.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A neural network and SOM based approach to analyse periodic signals: Application to Oyster heart-rate data.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Identification of mature grape bunches using image processing and computational intelligence methods.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

A time series ensemble method to predict wind power.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014

2013
Ensemble classifier generation using non-uniform layered clustering and Genetic Algorithm.
Knowl.-Based Syst., 2013

Effect of ensemble classifier composition on offline cursive character recognition.
Inf. Process. Manage., 2013

Benthic Habitat Mapping from Seabed Images using Ensemble of Color, Texture, and Edge Features.
Int. J. Comput. Intell. Syst., 2013

Cluster Based Ensemble Classifier Generation by Joint Optimization of accuracy and Diversity.
International Journal of Computational Intelligence and Applications, 2013

Algae Growth Prediction through Identification of Influential Environmental Variables: a Machine Learning Approach.
International Journal of Computational Intelligence and Applications, 2013

Cluster-based ensemble of classifiers.
Expert Systems, 2013

Similarity Weighted Ensembles for Relocating Models of Rare Events.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Multiple classifier system for automated quality assessment of marine sensor data.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Dealing with missing sensor values in predicting shellfish farm closure.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Impute vs. Ignore: Missing values for prediction.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Exploring mineral domains with genetic algorithm.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Applying context in appliance load identification.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Spatial-temporal prediction of algal bloom.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Ensemble Feature Ranking for Shellfish Farm Closure Cause Identification.
Proceedings of the Workshop on Machine Learning for Sensory Data Analysis, 2013

2012
Cluster-Oriented Ensemble Classifier: Impact of Multicluster Characterization on Ensemble Classifier Learning.
IEEE Trans. Knowl. Data Eng., 2012

An hierarchical approach towards road image segmentation.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Influence of unstable patterns in layered cluster oriented ensemble classifier.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Predicting Shellfish Farm Closures with Class Balancing Methods.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011
Novel Layered Clustering-Based Approach for Generating Ensemble of Classifiers.
IEEE Trans. Neural Networks, 2011

An adaptive harmonic broadcasting scheme with download and playback synchronisation for video on demand.
IJMIS, 2011

Ensemble classifier composition: Impact on feature based offline cursive character recognition.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
A novel ensemble classifier approach using weak classifier learning on overlapping clusters.
Proceedings of the International Joint Conference on Neural Networks, 2010

Non-uniform Layered Clustering for Ensemble Classifier Generation and Optimality.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

2009
Detection of Multiple Dynamic Textures Using Feature Space Mapping.
IEEE Trans. Circuits Syst. Video Techn., 2009

Feature Weighting and Retrieval Methods for Dynamic Texture Motion Features.
Int. J. Comput. Intell. Syst., 2009

2008
Location finding using computer vision based approach.
IJICT, 2008

Periodicity estimation of Dynamic Textures.
IJICT, 2008

An Image Based Approach to Compute Object Distance.
Int. J. Comput. Intell. Syst., 2008

Dynamic Texture Synthesis Using Motion Distribution Statistics.
Journal of Research and Practice in Information Technology, 2008

2007
A Temporal Texture Characterization Technique Using Block-Based Approximated Motion Measure.
IEEE Trans. Circuits Syst. Video Techn., 2007

Multiple temporal texture detection using feature space mapping.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2005
A Robust Optical Flow Estimation Algorithm for Temporal Textures.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

2004
Feature Weighting Methods for Abstract Features Applicable to Motion based Video Indexing.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Real-time temporal texture characterisation using block based motion co-occurrence statistics.
Proceedings of the 2004 International Conference on Image Processing, 2004


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