Some Recent Publications
The following lists some of my publications
since 2009. As time permits, I will add
links to individual papers.
2017
Refereed Journals
·
Y. Kropivnitskaya, K. Tiampo, J. Qin, M.
Bauer. The Predictive Relationship
between Earthquake Intensity and Tweets Rate for Real-Time Ground Motion
Estimation, Seismological Research
Letters (SRL), Vol. 88, No. 3, May, 2017, pp. 727-739.
·
M. Tighe, M.
Bauer. Topology and Application Aware Dynamic VM Management in the Cloud. Journal
of Grid Computing, Springer, doi=10.1007/s10723-017-9397-z, May, 2017, pp. 1-22.
·
M. Bauer, S. McIntyre, N. Sherry, C. Armstrong,
J. Haley, M. Cross, J. Qin, A. Khaladj, A. Khosravi, K. McIssac,
An Extensible Platform for Building
Remote Experiment Control, Journal
of Computational Methods in Science and Engineering, 2017, doi=10.3233/JCM-160678, Vol. 17., No. 1, 2017, pp. S35-S46.
Refereed Conferences
·
S. M. Zabihi; S.
S. Beauchemin; M. A. Bauer. Real-time
driving manoeuvre prediction using IO-HMM and driver cephalo-ocular behavior. 2017 IEEE Intelligent Vehicles Symposium (IV), 2017, DOI:
10.1109/IVS.2017.7995826, pp. 875-880.
·
S. J. Zabihi; S.
M. Zabihi; S. S. Beauchemin; M. A. Bauer. Detection
and recognition of traffic signs inside the attentional visual field of drivers.
2017 IEEE Intelligent Vehicles Symposium
(IV), 2017, DOI: 10.1109/IVS.2017.7995781, pp. 583 – 588.
·
P. Dai, F.
Gwadry-Sridhar, M. Bauer, M. Borrie, X. Teng. Healthy
Cognitive Aging: A Hybrid Random Vector Functional-link Model for the Analysis
of Alzheimer's disease.
Thirty-First AAAI Conference on Artificial Intelligence. AAAI-17, 2017, pp. 4567-4573.
·
S. Nikan, F.
Gwadry-Sridhar, M. Bauer. Pattern
Recognition Application in ECG Arrhythmia Classification. HealthINF 2017: Tenth
International Conference on Health Informatics, 2017, pp. 48-56.
2016
Refereed Journals
·
Y. Kropivnitskaya, K. Tiampo, J. Qin, M.
Bauer. Real-Time Earthquake Intensity
Estimation Using Streaming Data Analysis of Social and Physical Sensors, Pure and Applied Geophysics,October,
2016, doi=10.1007/s00024-016-1417-6, pp 1-19.
·
E. Almeida, M. Bauer, A. Fazenda. Numerical Weather Model BRAMS Evaluation on
Many-core Architectures: A Micro and Macro Vision. International
Journal of Computational Science and Engineering. Vol. 12, No. 4, 2016, pp
330-340.
Refereed Conferences
·
S. Nikan, F.
Gwadry-Sridhar, M. Bauer. Machine Learning Application to Predict the
Risk of Coronary Artery Atherosclerosis.
IEEE International Conference on Machine
Learning Applications (IEEE
ICMLA), 2016, Pages: 34 - 39,
DOI: 10.1109/CSCI.2016.0014, pp.
34-39
·
B.
Zardosht, S. Beauchemin, M. Bauer. An Emergency Message Propagation System
Using Roadside Units and Vehicle-To-Vehicle Communication. Computer Applications in Industry and
Engineering (CAINE), September, 2016, pp. 65-72.
·
Y. Kropivnitskaya, K. Tiampo, J. Qin, M.
Bauer. Impact of the Ground Motion
Prediction Equation Changes on Eastern Canada Hazard Maps, Proceedings of the Canadian Society for
Civil Engineering, June, 2016, pp. GEN-184-1-GEN-184-12.
·
P. Dai, F. Gwadry-Sridhar,
M. Bauer, M. Borrie. Bagging Ensembles for the
Diagnosis and Prognostication of Alzheimer’s Disease. Thirtieth AAAI Conference on Artificial
Intelligence. AAAI-16, 2016.
2015
Refereed Journals
·
K. Nicholson, A. Terry, M. Fortin, T. Williamson,
M. Bauer, A. Thind. Examining the prevalence and patterns of multimorbidity
in Canadian primary healthcare: a methodologic protocol using a national
electronic medical record database. Journal of Comorbidity, Vol. 5, No. 1,
2015, pp.
150-161.
Refereed Conferences
·
M. Bauer. Health Outcome Prediction with Multiple Models and Dempster-Shafer
Theory. 2015 International Conference on Computational Science and
Computational Intelligence –Symposium on Health Informatics and Medical
Systems. (CSCI-ISHI), pp. 781-786.
·
S. Zabihi, S. Beauchemin, E.A.M. de Medeiros, M.A. Bauer. Lane-Based
Vehicle Localization in Urban Environments') to 2015 IEEE International
Conference on Vehicular Electronics and Safety. ICVES2015, DOI: 10.1109/ICVES.2015.7396922,
2015, pp. 225-230.
·
M. Bauer. Building Bridges: Experiences and Lessons
from CORDS: A CAS Research Project Spanning Multiple Academic and Industrial
Research Groups. CASCON 2015 (IBM Center
for Advanced Studies Conference), November, 2015.
·
M. Bauer, S. McIntyre, N. Sherry, C. Armstrong, J.
Haley, M. Cross, J. Qin, A. Khaladj, A. Khosravi, K. MacIssac.
An Extensible Platform for Remote
Mechatronics, 28th International Conference
on Computer Applications in Industry and Engineering (CAINE-2015). October, 2015, pp. 191-196.
·
P.Dai, F.
Gwadry-Sridhar, M. Bauer, M. Borrie. A hybrid
manifold learning algorithm for the diagnosis and prognostication of
Alzheimer’s disease. Proceedings of the
American Medical Informatics Association (AMIA) Annual Symposium, 2015; pp.
475–483.
·
Y. Kropivnitskaya, J. Qin, K. Tiampo, M.
Bauer. A Pipelining Implementation for
High Resolution Seismic Hazard Maps Production. Procedia Computer Science (International Conference On
Computational Science, ICCS 2015 — Computational Science at the Gates of
Nature), Vol. 51, 2015, pp. 1473–1482.
·
F.
Norouzi and M. Bauer. Autonomic Management for Energy Efficient Data Centers. CLOUD COMPUTING 2015 :
The Sixth International Conference on Cloud Computing, GRIDs, and
Virtualization, IARIA, 2015, pp. 138-146.
2014
Refereed Journals
·
Refereed Conferences
·
B.
Zardosht, S. Beauchemin, M. Bauer. An In-vehicle Tracking Method Using Vehicular
Ad-hoc Networks with a Vision-Based System. IEEE Systems, Man and Cybernetics (SMC)
Conference, DOI: 10.1109/SMC.2014.6974390 October,
2014. pp. 3022-3029.
·
T. Kowsari, S.
Beauchemin, M. Bauer, D. Laurendeau, N. Teasdale,
Multi-Depth Cross-Calibration of Remote
Eye Gaze Trackers and Stereoscopic Scene Systems. IEEE Intelligent Vehicles Symposium (IV’14). DOI: 10.1109/IVS.2014.6856450. June, 2014, pp 1245-1250.
·
S.M. Zabihi, S. Beauchemin,
E.A.M. de Medeiros,
M.A. Bauer. Frame-Rate Vehicle Detection within the
Attentional Visual Area of Drivers. IEEE
Intelligent Vehicles Symposium (IV’14). DOI: 10.1109/IVS.2014.6856601 . June, 2014, pp. 146-150.
·
M. Tighe and M.
Bauer. Integrating Cloud Application Autoscaling with Dynamic VM Allocation.
IEEE/IFIP Network Operations and Management Symposium (NOMS 2014), 10.1109/NOMS.2014.6838239,
May, 2014,
pp. 1-9.
·
G.
Keller, M. Tighe, H. Lutfiyya, and M. Bauer. A Hierarchical, Topology-aware Approach to
Dynamic Data Centre Management. IEEE/IFIP Network Operations
and Management Symposium (NOMS 2014), 10.1109/NOMS.2014.6838395,
May, 2014,
pp. 1-7.
·
T. Kowsari,
S. Beauchemin, M. Bauer. Map-Based
Lane and Obstacle-Free Area Detection. 9th International Joint Conference on
Computer Vision Theory and Applications (VISAPP14), Vol. III,
January, 2014, pp. 523-530.
2013
Refereed Journals
·
N.S. McIntyre, T. Simpson, J. Qin, N.
Sherry, M. Bauer, J. Ulaganathan, A. G. Carcea, R. Newman, M. Kunz and N. Tamura. Studies
of Microscopic Strains on Alloy 600 Surfaces arising from Stress Corrosion
Cracking. WIT Transactions on
Engineering Science, Vol. 78, Editors: J. Th. M. De Hosson
and C.A. Brebbia, ISSN 1743-3533, doi:10.2495/SECM130201, 2013, pp. 239-249.
Refereed Conferences
·
B.
Zardosht and M. Bauer. A Decision Making Module for Cooperative
Collision Warning System Using Vehicular Ad-Hoc Network. IEEE Intelligent Transportation Systems
Society Conference, DOI: 10.1109/ITSC.2013.6728481 October,
2013. pp. 1743-1749.
·
G.
Foster, G. Keller, M. Tighe, H. Lutfiyya, and M.
Bauer. The Right Tool for the Job:
Switching Data Centre Management Strategies at Runtime. IM 2013: IFIP/IEEE International Symposium
on Integrated Network Management, May, 2013, pp. 151-159.
·
G.
Foster, G. Keller, M. Tighe, H. Lutfiyya, and M.
Bauer. DCSim: A Data Centre Simulation Tool. IM 2013: IFIP/IEEE International Symposium
on Integrated Network Management (Demonstrations Track), May,
2013, pp. 1090-1091.
·
A. Rahaman and M. Bauer. A Comparison of Software Architectures
for Data-Oriented Mobile Applications, 6th
Joint IFIP Wireless and Mobile Network Conference (WMNC),
April, 2013, doi:10.1109/WMNC.2013.6548952.(6
pages).
2012
Refereed Journals
·
S. Beauchemin, M.
Bauer, T. Kowsari, and J. Cho. Portable and Scalable Vehicular Instrumentation for
the Design of i-ADAS, IEEE Transactions
on Instrumentation and Measurement, Volume 61, No. 2, February, 2012,
pp. 391-401.
·
O. Mola and M. A. Bauer. Toward Cloud
Management by Autonomic Manager Collaboration, International Journal on Communications, Networks and System Sciences,
Vol. 4 No. 12, 2012, pp. 790-802.
·
M. A. Bauer, A. Biem,
S. McIntyre, N. Tamura and Y. Xie. High-Performance Parallel and Stream
Processing of X-ray Microdiffraction Data on Multicores. Journal
of Physics: Conference Series, 2012, 341, doi:10.1088/1742-6596/341/1/012025,
(10pp).
·
T. S. Soares, T.
C. Prado, M. A. R. Dantas, D. D. J. de Macedo and M.
A. Bauer, An Approach Using Parallel Architecture to Storage DICOM Images in Distributed
File System, Journal of Physics:
Conference Series, 2012, 341, doi:10.1088/1742-6596/341/1/012021,
(8pp).
Refereed Conferences
· K. Charbonneau, M. Bauer, and S. Beauchemin. Using Vision-Based Driver Assistance to augment Vehicular Ad-Hoc Network Communication, Proceedings of MOBILITY 2011, October, 2011 (to appear).
·
M. Bauer, N. S. McIntyre, N.Sherry, J. Qin, M. Suominen
Fuller, Y. Xie, O. Mola, D. Maxwell, D. Liu, E.
Matias, Experimenter’s Portal: The
Collection, Management and Analysis of Scientific Data from Remote Sites, 10th International Workshop on Middleware
for Clouds and e-science (MGC), Dec. 2012, (to appear).
·
Norouzi and M. A Bauer, Toward
an Autonomic Energy Efficient
·
M.
Tighe, G. Keller, M. Bauer and H. Lutfiyya. DCSim:
A Data Centre Simulation Tool for Evaluating Dynamic Virtualized Resource
Management, 6th International
DMTF Workshop on Systems and Virtualization Management: Standards and the Cloud,
October, 2012, (to appear).
·
G. Keller, M. Tighe, H. Lutfiyya and M. Bauer. An Analysis of First Fit Heuristics for
the Virtual Machine Relocation Problem, 6th
International DMTF Workshop on Systems and Virtualization Management: Standards
and the Cloud, October, 2012, (to
appear).
·
K. R. Ahmed, R.
Bahati, M. Bauer, Augmenting Reinforcement Learning Feedback with
Prediction for Autonomic Management. Eighth
International Conference on Autonomic and Autonomous Systems (ICAS’2012), March, 2012, pp. 74-79.
·
M. Bauer and Md.
A. Islam, Improving
Quality of Service in Wireless Multimedia Communication with Smooth TCP, Eighth International Conference on
Networking and Services (ICNS 2012),
March 2012, pp. 81-86.
2011
Refereed Journals
·
A. Hamou, A. Simmons, M. Bauer, B. Lewden, Y. Zhang, L. Wahlund, E. Westman, M. Pritchard, I. Kloszewska,
P. Mecozzi, H. Soininen, M.
Tsolaki, B. Vellas, S. Muehlboeck, A. Evans,
P. Julin, N. Sjögren,
C. Spenger, S. Lovestone,
F. Gwadry-Sridhar. Cluster analysis of MR imaging in
Alzheimer’s Disease using Decision Tree Refinement. International Journal of Artificial Intelligence, Volume 6, Number
S11, pp. 90-99.
·
F. Gwadry-Sridhar, M. A. Bauer, B. Lewden and A. Hamou, A Markov Analysis of Patients Developing Sepsis Using
Clusters, Knowledge Representation for Health-Care,
Lecture Notes in Computer Science, Volume 6512,
2011, pp. 85-100.
Refereed Conferences
· K. Charbonneau, M. Bauer, and S. Beauchemin. Using Vision-Based Driver Assistance to augment Vehicular Ad-Hoc Network Communication, Proceedings of MOBILITY 2011, October, 2011, pp. 177-181.
·
T. Steinmetz
Soares, D. J. de Macedo, M. Bauer, and M. A. R. Dantas. A Parallel Architecture Using HDF for Storage DICOM
Medical Images on Distributed File Systems. Proceedings of the 2011 International
Conference on Parallel and Distributed Processing Techniques and Applications
(PDPTA-11), July, 2011, pp. 527-526.
·
E. S. de Almeida,
M. Bauer, and A. L. Fazenda. Evaluation of HPC
Architectures for BRAMS Numerical Weather Model.
Proceedings of the
2011 International Conference on Parallel and Distributed Processing Techniques
and Applications (PDPTA-11), July, 2011, pp. 255-261.
·
R. Bahati, F.
Gwadry-Sridhar, M. Bauer. A Computational
Analysis of Differences in Therapy Between Benchmark
and
2010
Refereed Journals
·
R. Viegas Diogo, M. Dantas, and M. Bauer, A Case Study of Transport Protocols to Improve the Execution of
Applications in Virtual Organisations Utilising Multicluster
Network Configurations. International Journal of Networking and
Virtual Organizations, Vol. 7, No.5, 2010, pp. 433 – 451.
·
J
Qin and M A Bauer . Accelerated Synchrotron X-ray Diffraction Data Analysis on a
Heterogeneous High Performance Computing System. Journal of Physics: Conference
Series, 2010, 256 012007 (11pp).
·
M.A
Bauer, A. Biem, S. McIntyre and Y. Xie. A Pipelining Implementation for Parsing
X-ray Diffraction Source Data and Removing the Background Noise, Journal of Physics: Conference Series, 2010, 256
012017 (16pp).
·
L.
Barreto and M. Bauer.
Parallel Branch and Bound
Algorithm - A comparison between serial, OpenMP and
MPI implementations . Journal of Physics:
Conference Series, 2010, 256 012018 (14pp).
·
D.
J. Ferreira, M A R Dantas and Michael A Bauer, An Ontological-Fuzzy Approach to Advance Reservation in Multi-Cluster
Grids, Journal of Physics: Conference
Series, 2010, 256
012021 (11pp).
·
R. M. Bahati and M. A. Bauer. Model
Transformations Given Policy Modifications in Autonomic Management, International
Journal on Advances in Intelligent Systems, Vol. 1, No. 4, 2010, pp.
477-497.
·
F. Gwadry-Sridhar, B. Lewden,
Refereed Conferences
·
M. Bauer, S. McIntyre, C. Armstrong, D. Madreno, E. Mathias, D. Maxwell, R. Fend, N. Sherry, M. Suominen-Fuller, J. Qin. The Science Studio: Remote Control and Experiment Management for
Synchrotrons. 23rd International Conference on
Computer Applications in Industry and Engineering. November, 2010, pp. 232-238.
·
S. Beauchemin, M.
Bauer, D. Laurendeau, T. Kowsari, J. Cho, M. Hunter,
K. Charbonneau, O. McCarthy. RoadLab: An In-Vehicle Laboratory for Developing
On-Board i-ADAS. 23rd International Conference on
Computer Applications in Industry and Engineering. November, 2010, pp. 7-12.
·
D. Weng and M. Bauer.
Using Policies to Drive Autonomic
Management of Virtual Systems.
IEEE International Conference on Network
and Service Management. October, 2010, pp. 258-261.
·
D. Maxwell, D. Liu, E. Matias, D. Medrano, M. Bauer,
M. Fuller, S. McIntryre, J. Qin. Remote Access to the VESPERS Beamline Using Science Studio. Proceedings
of the Eighth International Workshop on Personal Computers and Particle
Accelerators (PCaPAC), October 2010, pp 117-119.
·
D. Maxwell, E. Matias, D. Medrano, CLS,
·
Bahati, R., Guy, S., Bauer, M., Gwadry-Sridhar, F. Where’s the Evidence for Evidence-based
Knowledge in Ehealth Systems? Developments
in E-systems Engineering (DESE). 2010 , pp. 29 – 34.
·
F. Gwadry-Sridhar, M.
A. Bauer, B. Lewden, A. Hamou. A
Clustered Markov Analysis of Patients Developing Sepsis. The
2nd International Workshop on Knowledge Representation for Health Care
(KR4HC-2010), August, 2010,
·
Ouda, H. Lutfiyya,
M. Bauer. Automatic Policy Mapping to Management System Configurations. IEEE International Symposium on Policies for
Distributed Systems and Networks (POLICY 2010), July, 2010, pp. 87-94.
·
A. Hamou, S. Guy, B. Lewden,
A. Bilyea, F. Gwadry-Sridhar, and M. A. Bauer. Data Collection with iPhone Web Apps:
Efficiently Collecting Patient Data Using
·
S. Brown, J.
Antoniuk, M. Bauer, J. Berberich, M. Radzikowska, S. Ruecker, T. Yung. How Do You
Visualize a Million Links? Digital Humanities 2010. July, 2010,
·
M. A. Viera, C. C.
Rocha, M. Capretz, M. A. Bauer, M. A. R. Dantas. A
User-Centric Authentication for Advanced Resource Reservation in
·
C. Rocha, J. C. D.
Lima, M. A. Viera, M. Capretz, M. A. Bauer, M. A. R. Dantas. A Context-Aware Authentication Approach
Based on Behavioral Definitions. The
2010 International Conference on Internet Computing (IKE'10). July, 2010.
pp. 173-179. [acceptance less than 28%].
·
F. Gawdry-Sridhar,
S. Olabarriaga, A. Van Kampen,
M. Bauer and T. Solomonides. Hitting the Ground Running:
Healthgrid Deployment and Adoption. HealthGrid
2010, June.
·
R. M. Bahati and M. A. Bauer. Towards Adaptive Policy-based Management, IEEE/IFIP
Network Operations and Management Symposium (NOMS 2010) [Best Paper],
April, 2010,
·
A.Hamou, M. Bauer, B.
Lewden, A. Simmons, Y. Zhang,
L-O. Wahlund, C.Tunnard, I. Kloszewska,
P. Mecozzi, H. Soininen, M. Tsolaki, B. Vellas,
S. Muehlboeck, A. Evans, P.
Julin, N. Sjögren, C. Spenger, S. Lovestone, F. Gwadry-Sridhar. Cluster Analysis and Decision Trees of MR
Imaging in Patients Suffering Alzheimer’s. Trends
in Practical Applications of Agents and Multi-Agent Systems, Advances in Soft
Computing. April, Vol. 71, 2010, pp. 477-484.
·
M. Tighe and M. Bauer. Mapping Policies to a Causal Network for Diagnosis. Sixth International Conference on
Autonomic and Autonomous
Systems (ICAS’2010), [Best paper],
March, 2010, pp. 13-19.
2009
Refereed Journals
·
J. Qin and M. Bauer. Job Allocation Strategies for Multiple
High Performance Computing Clusters. Cluster
Computing, Vol. 12, No. 3, 2009, pp. 323-340.
·
D. Bellhouse, E. Renouf, R. Raut, M. Bauer.
De Moivre’s
Knowledge Community: An Analysis of the Subscription List to the Miscellanea Analytica. Notes
and Records of The Royal Society, Vol. 63, 2009,
pp. 137-162.
·
S. Beauchemin, H. Hamshari, and M. Bauer. Passive Atomospheric Diffusion with
Gaussian Fragmentation. International Journal of
Computers and Applications, 2009, Vol. 31, No. 2, pp. 97-108.
Refereed Conferences
·
J. Qin and M. Bauer.
An Evaluation of
Communication Factors on an Adaptive Control Strategy for Job Co-Allocation in
Multiple
·
D. Ferreira, M.
Dantas, J. Qin, M. Bauer, Dynamic
Resource Matching for Multi-Clusters Based on an Ontology-Fuzzy Approach. High Performance Computing Systems and
Applications, The 23rd Annual Symposium on High Performance
Computing Systems and Applications (HPCS 2009), Lecture Notes in Computer
Science LNCS 5976, Springer, pp. 230-240.
·
Diogo Viegas, R.P. Mendonça, Mario
Dantas, Michael Bauer, SCTP, XTP and
·
H. Manica, M.
Dantas, J. Todesco and M. Bauer. Toward
Reducing Query Response Time for
·
D. Weng, R. Bahati,
M. Bauer. Policy-Based
Autonomic Management in Virtual Machine Systems. The 2009 International Conference on Grid Computing and Applications
(GCA'09), July, 2009. pp. 120-125. [acceptance
less than 30%].
·
D. J. Ferreira, A.
Silva, M. Dantas, J. Qin and M. Bauer. Toward
Resource Management in Multi-Cluster Grid Configurations Through
an Ontology-Fuzzy Approach. The
2009 International Conference on Grid Computing and Applications (GCA'09),
July, 2009. pp. 10-16. [acceptance less than 30%].
·
A Ouda, H.
Lutfiyya, M. Bauer. Mapping Policies to Management Systems, Policy 2009. July, 2009. pp. 186-189.
·
Diogo R. Viegas, Mario Antonio Ribeiro Dantas, Michael A. Bauer. A Case Study of a Multi-cluster Utilizing
Enhanced Transport Protocols. Proceedings of the 14th IEEE Symposium on
Computers and Communications (ISCC 2009), pp. 303-306.
·
H. Manica, C. da Rocha, J. Leomar Todesco, M. Dantas, and M. Bauer. Toward
Developing Knowledge Representation in Emergency Medical Assistance through a Ontology-based Semantic Cache Model (S). The 21st International
Conference on Software Engineering and Knowledge Engineering. July, 2009. pp. 592-596.
·
M. Bauer and W. Acres. Augmenting Historical Research with
Databases: A Case Study of 16th Century Elizabethan Military. 24th International Conference on
Computers and Their Applications, April, 2009, 44-50.
·
F. Gwadry-Sridhar, M. Bauer, R.
Mann. Developing an Infrastructure for Interdisciplinary Research ‐ Potential Grid Applications.
·
R. Bahati, M.
Bauer, E. Vieira. An Adaptive Reinforcement Learning Approach to
Policy-driven Autonomic Management.
Fifth
International Conference on Autonomic and Autonomous
Systems (ICAS’2009) [Best paper], April, 2009, pp.
135-141.
·
F. Gwadry-Sridhar, B. Lewden,