Shahadat Uddin

Affiliations:
  • University of Sydney, Centre for Complex Systems Research, NSW, Australia


According to our database1, Shahadat Uddin authored at least 66 papers between 2009 and 2021.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2021
Use of Electronic Health Data for Disease Prediction: A Comprehensive Literature Review.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Research interdisciplinarity: STEM versus non-STEM.
Scientometrics, 2021

TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets.
Knowl. Based Syst., 2021

Network analytics and machine learning for predictive risk modelling of cardiovascular disease in patients with type 2 diabetes.
Expert Syst. Appl., 2021

Identifying molecular insight of synergistic complexities for SARS-CoV-2 infection with pre-existing type 2 diabetes.
Comput. Biol. Medicine, 2021

Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancer.
Comput. Biol. Medicine, 2021

A Comparative Performance Analysis of Data Resampling Methods on Imbalance Medical Data.
IEEE Access, 2021

Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques.
IEEE Access, 2021

The implementation of public health and economic measures during the first wave of COVID-19 by different countries with respect to time, infection rate and death rate.
Proceedings of the ACSW '21: 2021 Australasian Computer Science Week Multiconference, 2021

2020
A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients.
Expert Syst. Appl., 2020

Predicting Patient COVID-19 Disease Severity by means of Statistical and Machine Learning Analysis of Blood Cell Transcriptome Data.
CoRR, 2020

2019
A research framework to explore knowledge evolution and scholarly quantification of collaborative research.
Scientometrics, 2019

Few research fields play major role in interdisciplinary grant success.
Scientometrics, 2019

Comparing different supervised machine learning algorithms for disease prediction.
BMC Medical Informatics Decis. Mak., 2019

Chronic disease prediction using administrative data and graph theory: The case of type 2 diabetes.
Expert Syst. Appl., 2019

Actor-Level Dynamicity: Its Distribution Analysis Eases Anomaly Detection in Longitudinal Networks.
IEEE Access, 2019

Bioinformatics Methodologies to Identify Interactions Between Type 2 Diabetes and Neurological Comorbidities.
IEEE Access, 2019

Machine Learning-Based Models for Early Stage Detection of Autism Spectrum Disorders.
IEEE Access, 2019

Understanding the Progression of Congestive Heart Failure of Type 2 Diabetes Patient Using Disease Network and Hospital Claim Data.
Proceedings of the Complex Networks and Their Applications VIII, 2019

Development and exploration of polymedication network from Pharmaceutical and Medicare Benefits Scheme data.
Proceedings of the Australasian Computer Science Week Multiconference, 2019

Understanding the Comorbidity of Multiple Chronic Diseases Using a Network Approach.
Proceedings of the Australasian Computer Science Week Multiconference, 2019

2018
Exploring Actor-Level Dynamics in Longitudinal Networks: The State of the Art.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Comorbidity network for chronic disease: A novel approach to understand type 2 diabetes progression.
Int. J. Medical Informatics, 2018

Triad Census and Subgroup Analysis of Patient-Sharing Physician Collaborations.
IEEE Access, 2018

2017
Evolutionary Community Mining for Link Prediction in Dynamic Networks.
Proceedings of the Complex Networks & Their Applications VI, 2017

Mining Actor-level Structural and Neighborhood Evolution for Link Prediction in Dynamic Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Anomaly Detection on Big Data in Financial Markets.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Understanding chronic disease comorbidities from baseline networks: knowledge discovery utilising administrative healthcare data.
Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016
Time-aware link prediction to explore network effects on temporal knowledge evolution.
Scientometrics, 2016

The impact of author-selected keywords on citation counts.
J. Informetrics, 2016

A set of measures to quantify the dynamicity of longitudinal social networks.
Complex., 2016

Modeling networked systems using the topologically distributed bounded rationality framework.
Complex., 2016

Adapting graph theory and social network measures on healthcare data: a new framework to understand chronic disease progression.
Proceedings of the Australasian Computer Science Week Multiconference, 2016

2015
Evolutionary Stable Strategies In Networked Games: The Influence Of Topology.
J. Artif. Intell. Soft Comput. Res., 2015

A Framework to Explore the Knowledge Structure of Multidisciplinary Research Fields.
CoRR, 2015

A Social Network Framework to Explore Healthcare Collaboration.
CoRR, 2015

Statistical Network Topology for Crisis Informetrics.
CoRR, 2015

A topological framework to explore longitudinal social networks.
Comput. Math. Organ. Theory, 2015

Administrative Claim Data to Learn about Effective Healthcare Collaboration and Coordination through Social Network.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

2014
Influence of vaccination strategies and topology on the herd immunity of complex networks.
Soc. Netw. Anal. Min., 2014

New Direction in Degree Centrality Measure: Towards a Time-Variant Approach.
Int. J. Inf. Technol. Decis. Mak., 2014

The impact of study load on the dynamics of longitudinal email communications among students.
Comput. Educ., 2014

Optimisation of strategy placements for public good in complex networks.
Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04, 2014

Application of network analysis on healthcare.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Quantifying topological robustness of networks under sustained targeted attacks.
Soc. Netw. Anal. Min., 2013

Communication network dynamics during organizational crisis.
J. Informetrics, 2013

Exploring communication networks to understand organizational crisis using exponential random graph models.
Comput. Math. Organ. Theory, 2013

Dynamics of email communications among university students throughout a semester.
Comput. Educ., 2013

Conceptual Quantification of the Dynamicity of Longitudinal Social Networks.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Effect of Vaccination Strategies on the Herd Immunity of Growing Networks.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Topological Analysis of Longitudinal Networks.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Assessing Online Community-Building through Assortativity, Density and Centralization in Social Networks.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Quantifying encircling behaviour in complex networks.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Cyber Security, 2013

2012
Trend and efficiency analysis of co-authorship network.
Scientometrics, 2012

New Directions in the Analysis of Social Network Dynamics.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Capturing Actor-level Dynamics of Longitudinal Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Measuring Topological Robustness of Networks under Sustained Targeted Attacks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Community Evolution and Engagement through Assortative Mixing in Online Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Evolutionary dynamics of scientific collaboration networks: multi-levels and cross-time analysis.
Scientometrics, 2011

Inter-Organizational Coordination Dynamics during Crisis.
J. Decis. Syst., 2011

Static versus dynamic topology of complex communications network during organizational crisis.
Complex., 2011

Exponential random graph modeling of communication networks to understand organizational crisis.
Proceedings of the 2011 Computer Personnel Research Conference, SIGMIS-CPR '11, San Antonio, TX, USA, May 19, 2011

Time Scale Degree Centrality: A Time-Variant Approach to Degree Centrality Measures.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Towards A Scale Free Network Approach to Study Organizational Communication Network.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

Understanding Communication Network Cohesiveness during Organizational Crisis: Effects of Clique and Transitivity.
Proceedings of the International Conference on Information Systems, 2010

2009
Towards Coordination Preparedness of Soft-Target Organisation.
Proceedings of the Electronic Government, 8th International Conference, 2009


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