Bilal Esmael
(Former)
Research output
- 2014
- Published
Distributed recognition system for drilling events detection and classification
Arnaout, A., O'Leary, P., Esmael, B. & Thonhauser, G., 2014, In: International Journal of Hybrid Intelligent Systems. 11, p. 25-39Research output: Contribution to journal › Article › Research › peer-review
- Published
Knowledge Extraction from Drilling Data Using Machine Learning Techniques
Esmael, B., 2014Research output: Thesis › Doctoral Thesis
- 2013
- Published
Drilling Events Detection Using Hybrid Intelligent Segmentation Algorithm
Arnaout, A., Esmael, B., Fruhwirth, R. & Thonhauser, G., 2013, Hybrid Intelligent Systems (HIS) Conference. p. 1-1Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Improving Time Series Classification Using Hidden Markov Models
Esmael, B., Arnaout, A., Fruhwirth, R. & Thonhauser, G., 2013, Hybrid Intelligent Systems (HIS) Conference. p. 1-1Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Model-Based Hookload Monitoring and Prediction at Drilling Rigs using Neural Networks and Forward-Selection Algorithm
Arnaout, A., Esmael, B., Thonhauser, G. & Fruhwirth, R., 2013, European Geosciences Union General Assembly 2012. p. 1-1Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Operations Recognition at Drill-Rigs
Esmael, B., Arnaout, A., Thonhauser, G. & Fruhwirth, R., 2013, European Geosciences Union General Assembly 2012. p. 1-1Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Real-Time Classification of Drilling Operations using Trend Analysis of Hookload Sensor Measurements
Arnaout, A., Esmael, B., Fruhwirth, R. & Thonhauser, G., 2013, Kuwait International Petroleum Conference and Exhibition. p. 1-1Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2012
- Published
A Statistical Feature-Based Approach for Operations Recognition in Drilling Time Series
Esmael, B., Arnaout, A., Fruhwirth, R. & Thonhauser, G., 2012, In: International Journal of Computer Information Systems and Industrial Management Applications . 4, 6, p. 100-108Research output: Contribution to journal › Article › Research › peer-review
- Published
Diagnosing Drilling Problems Using Visual Analytics of Sensors Measurements
Arnaout, A., Esmael, B., Thonhauser, G. & Fruhwirth, R., 2012, Instrumentation and Measurement Technology Conference (I2MTC). p. 1750-1753Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Hybrid Multiple Classifier System for Recognizing Usual and Unusual Drilling Events
Esmael, B., Arnaout, A., Thonhauser, G. & Fruhwirth, R., 2012, Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International. p. 1754-1758Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Multivariate Time Series Classification by Combining Trend-Based and Value-Based Approximations
Esmael, B., Arnaout, A., Thonhauser, G. & Fruhwirth, R., 2012, 12th international conference on Computational Science and Its Applications. p. 392-403Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2011
- Published
Automated System for Drilling Operations Classification Using Statistical Features
Esmael, B., Arnaout, A., Thonhauser, G. & Fruhwirth, R., 2011, HIS11, 11th International Conference On Hybrid Intelligent Systems. p. 196-199Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Automatic Threshold Tracking of Sensors Data Using Expectation Maximization Algorithm
Arnaout, A., Esmael, B., Thonhauser, G. & Fruhwirth, R., 2011, HIS11, 11th International Conference On Hybrid Intelligent Systems. p. 551-554Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2010
- Published
Abnormal Oil Well Drilling Operations detection Using Smallest Principal Components
Thonhauser, G. & Esmael, B., 2010, Abnormal Oil Well Drilling Operations Detection Using Smallest Principal Components. p. 44-47Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Abnormal Oil Well Drilling Operations Detection Using Smallest Principal Components
Arnaout, A., Esmael, B., Fruhwirth, R. K. & Thonhauser, G., 2010. 4 p.Research output: Contribution to conference › Paper › peer-review
- Published
Automated Operations Classification using Text Mining Techniques
Esmael, B., Arnaout, A., Fruhwirth, R. K. & Thonhauser, G., 2010. 4 p.Research output: Contribution to conference › Paper › peer-review
- Published
Operations Classification Using Text Mining Techniques
Thonhauser, G. & Esmael, B., 2010, Operations Classification Using Text Mining Techniques. p. 123-127Research output: Chapter in Book/Report/Conference proceeding › Conference contribution