Md. Sumon Shahriar

Publication Activity (10 Years)

Years Active: 2003-2016
Publications (10 Years): 3

Top Topics

Machine Learning

Environmental Variables

Top Venues

Comput. Electron. Agric.

Earth Sci. Informatics

Int. J. Pattern Recognit. Artif. Intell.

Publications

Md. Sumon Shahriar, Daniel V. Smith, Ashfaqur Rahman, Mark Freeman, James Hills, Richard Rawnsley, David Henry, Greg Bishop-Hurley
Detecting heat events in dairy cows using accelerometers and unsupervised learning. Comput. Electron. Agric. 128 (2016)
Md. Sumon Shahriar, Mohammad Kamruzzaman, John McCulloch, Simon Beecham
Multiple step ahead river flow modelling for south east tasmanian aquaculture. Earth Sci. Informatics 9 (3) (2016)
Daniel V. Smith, Ashfaqur Rahman, Greg Bishop-Hurley, James Hills, Md. Sumon Shahriar, David Henry, Richard Rawnsley
Behavior classification of cows fitted with motion collars: Decomposing multi-class classification into a set of binary problems. Comput. Electron. Agric. 131 (2016)
Md. Sumon Shahriar, M. Sabbir Rahman
Urban Sensing and Smart Home Energy Optimisations: A Machine Learning Approach. IoT-App@SenSys (2015)
Md. Sumon Shahriar, M. Sabbir Rahman
Context Sensing and Feature Discovery for Improving Classifications. CSAR@SenSys (2015)
Aidan O'Mara, Md. Sumon Shahriar
Short-Term Prediction of Marine Sensor Data with Fuzzy Clustering. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Md. Sumon Shahriar, Mohammad Kamruzzaman, Simon Beecham
Multiple Resolution River flow Time Series Modelling using Machine Learning Methods. MLSDA@PRICAI (2014)
Md. Sumon Shahriar, John McCulluch
A Dynamic Data-driven Decision Support for Aquaculture Farm Closure. ICCS (2014)
Md. Sumon Shahriar, Ashfaqur Rahman
Spatial-temporal prediction of algal bloom. ICNC (2013)
Aidan O'Mara, Md. Sumon Shahriar
Fuzzy clustering-based prediction of marine sensor data. FSKD (2013)
Md. Sumon Shahriar, Ashfaqur Rahman, Daniel V. Smith
Applying context in appliance load identification. ICNC (2013)
Ashfaqur Rahman, Md. Sumon Shahriar
Algae Growth Prediction through Identification of Influential Environmental Variables: a Machine Learning Approach. Int. J. Comput. Intell. Appl. 12 (2) (2013)
Daniel V. Smith, Md. Sumon Shahriar
A context aware sound classifier applied to prawn feed monitoring and energy disaggregation. Knowl. Based Syst. 52 (2013)
Md. Sumon Shahriar, Paulo A. de Souza Jr., Greg P. Timms
On retrieving patterns in environmental sensor data. Earth Sci. Informatics 5 (1) (2012)
Zhao Chen, Md. Sumon Shahriar, Byeong Ho Kang
User-Centric Recommendation-Based Approximate Information Retrieval from Marine Sensor Data. PKAW (2012)
Md. Sumon Shahriar, Paulo A. de Souza Jr., Greg P. Timms
Smart Query Answering for Marine Sensor Data. Sensors 11 (3) (2011)
Md. Sumon Shahriar, Paulo A. de Souza Jr., Greg P. Timms
Pattern mining for query answering in marine sensor data. ICDIM (2011)
Md. Sumon Shahriar, Jixue Liu
On mining association rules with semantic constraints in XML. ICDIM (2011)
Md. Sumon Shahriar, Jixue Liu
Towards the preservation of functional dependency in XML data transformation. Int. J. Intell. Inf. Database Syst. 4 (5) (2010)
Md. Sumon Shahriar, Jixue Liu
Semantic Constraint-Based XML Updating. FGIT-DTA/BSBT (2010)
Md. Sumon Shahriar, Jixue Liu
Towards Evolving Constraints in Data Transformation for XML Data Warehousing. ADBIS (Workshops) (2009)
Md. Sumon Shahriar, Jixue Liu
Transformation of Data with Constraints for Integration: An Information System Approach. FGIT-DTA (2009)
Md. Sumon Shahriar, Jixue Liu
Preserving Referential Integrity Constraints in XML Data Transformation. FGIT-DTA (2009)
Md. Sumon Shahriar, Jixue Liu
Preserving key in XML data transformation. Acta Informatica 46 (7) (2009)
Md. Sumon Shahriar, Jixue Liu
On the Performances of Checking XML Key and Functional Dependency Satisfactions. OTM Conferences (2) (2009)
Md. Sumon Shahriar, Jixue Liu
On Defining Functional Dependency for XML. ICSC (2009)
Md. Sumon Shahriar, Jixue Liu
Checking Satisfactions of XML Referential Integrity Constraints. AMT (2009)
Md. Sumon Shahriar, Jixue Liu
Preserving Functional Dependency in XML Data Transformation. ADBIS (2008)
Md. Sumon Shahriar, Jixue Liu
Key Preserving P2P Data Transformation in XML. DBISP2P (2008)
Md. Sumon Shahriar
Towards the Preservation of Keys in XML Data Transformation for Integration. COMAD (2008)
Md. Sumon Shahriar, A. R. Mustafa, Chowdhury Farhan Ahmed, Abu Ahmed Ferdaus, A. N. M. Zaheduzzaman, Shahed Anwar, Hafiz Md. Hasan Babu
An Advanced Minimization Technique for Multiple Valued Multiple Output Logic Expressions Using LUT and Realization Using Current Mode CMOS. DSD (2005)
Md. Rafiqul Islam, Hafiz Md. Hasan Babu, Mohammad Abdur Rahim Mustafa, Md. Sumon Shahriar
A Heuristic Approach for Design of Easily Testable PLAs Using Pass Transistor Logic. Asian Test Symposium (2003)