i-Sense Publications



International Journals

 

    Adaptation and Learning

Alippi, C., D. Liu, Bu, L., Zhao, D. (2013) "Detecting and Reacting to Changes in Sensing Units: the Active Classifier Case", Systems, Man, and Cybernetics: Systems, IEEE Transactions on (To appear)
Abstract

Chen, H., Tino, P., Yao, X. (2013) ''Efficient Probabilistic Classification Vector Machine with Incremental Basis Function Selection'', IEEE Transactions on Neural Networks and Learning Systems, 25(2):356-369, 2014.
Abstract

Fernandez-Navarro, F., Gutierrez, P.A., Hervas-Martinez, C., Yao, X. (2013) ''Negative Ensemble Learning for Ordinal Regression'', IEEE Transactions on Neural Networks and Learning Systems, 24(11):1836-1849, November 2013.
Abstract

Reppa, V., Polycarpou, M. and Panayiotou, C. G. (2013) ''Adaptive approximation for multiple sensor fault detection and isolation of nonlinear uncertain systems'', IEEE Transactions on Neural Networks and Learning Systems (Early access article), 2013.
Abstract

Fernandez-Navarro, F., Campoy-Munoz, P., de la Paz-Marin, M., P.A., Hervas-Martinez, C., Yao, X. (2013) ''Addressing the EU sovereign ratings using an ordinal regression approach'', IEEE Transactions on Cybernetics, 43(6):2228-2240, December 2013.
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2013) "Just In Time Classifiers for Recurrent Concepts", IEEE Special issue on Learning in Nonstationary and Evolving Environments, IEEE Transactions on Neural Networks and Learning Systems, Vol.24, No.4., pp.620-634, April,  2013
Abstract

Tino, P., Chong, S.Y., Yao, X. (2013) "Complex Co-Evolutionary Dynamics - Structural Stability and Finite Population Effects", Evolutionary Computation, IEEE Transactions on , vol.17, no.2, pp.155,164, April 2013
Abstract

Lin, M., Tang, K., Yao, X. (2013) "Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification", Neural Networks and Learning Systems, IEEE Transactions on , vol.24, no.4, pp.647,660, April 2013
Abstract

Bhowan, U., Johnston, M., Zhang, M., Yao, X. (2013), "Evolving Diverse Ensembles using Genetic Programming for Classification with Unbalanced Data", Evolutionary Computation, IEEE Transactions on , vol.17, no.3, pp.368,386, June 2013
Abstract

Soares, R. G. F., Chen, H., Yao, X. (2013) ''A Fully Semi-supervised Ensemble Approach to Multi-class Classification'' submitted to IEEE Transactions on Neural Networks and Learning Systems, 2013
Abstract

Wang, S., Minku, L.L., Yao, X. (2013) ''Class Imbalance Analysis in Online Class Imbalance Learning'' submitted to IEEE Transaction of Knowledge and Data Engineering, 2013
Abstract

J. Quevedo, H. Chen, M. A. Cuguero, P. Tino, V. Puig, D. Garcia, R. Sarrate, X. Yao (2013) ''Combining Learning Fault Diagnosis in Model Space with Data Validation/Reconstruction in Critical Infrastructure Systems: Application to the Barcelona Water Network'', Engineering Application of Artificial Intelligence, 2013 (To appear)
Abstract

Chen, H., Tino, P. Yao, X., (2013) ''Diagnose Faults in Tennessee Eastman Process'' submitted to Computers & Chemical Engineering, 2013
Abstract

Soares, R. G. F., Chen, H., Yao, X. (2013) ''Efficient Boosting for Semi-supervised Classification'' submitted to IEEE Transactions on Knowledge and Data Engineering, 2014.
Abstract

Alippi, C., Bu, L., Zhao, D. (2012) "Recurrent SVD-based embedding machines for online concept drift detection in datastreams" submitted to the IEEE Transactions on Neural Networks and Learning Systems.
Abstract

Soares, R. G. F., Chen, H., Yao, X. (2012), "Semisupervised Classification with Cluster Regularization'', Neural Networks and Learning Systems, IEEE Transactions on, vol.23, no.11, pp.1779,1792, Nov. 2012.
Abstract

Chen, H., Tino, P., Rodan, A., Yao, X. (2012) "Learning in the Model Space for Cognitive Fault Diagnosis'', IEEE Transactions on Neural Networks and Learning Systems, 25(1):124-136, 2014.
Abstract

Wang, S., Yao, X. (2012) "Multi-Class Imbalance Problems: Analysis and Potential Solutions'', IEEE Transactions on Systems, Man and Cybernetics, Part B, 42(4):1119-1130, August 2012
Abstract

Rodan, A., Tino, P. (2012) "Simple Deterministically Constructed Cycle Reservoirs with Regular Jumps'', Neural Computation, 24(7), pp. 1822-1852, 2012.
Abstract

Islam, M. M., Yao, X., Murase, K. (2012) "MWMOTE --- Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning'', IEEE Transactions on Knowledge and Data Engineering, 26(2):405-425, 2014.
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2011) "A just-in-time adaptive classification system based on the intersection of confidence intervals rule", Neural Networks, Elsevier vol. 24 (2011), pp. 791-800.
Abstract




Fault Diagnosis


Quevedo, J., Pascual, J., Puig, V., Saludes, J., Sarrate, R., Escobet, A., Espin, S., Roquet, J. (2013) “Flowmeter data validation and reconstruction methodology to provide the annual efficiency of a water transport network: the ATLL case study in Catalonia” , Water Science & Technology: Water Supply (To appear)
Abstract

Blesa, J., Puig, V., Saludes, J., Fernández-Cantí, R.M. (2014) “Set-membership parity space approach for fault detection in linear uncertain dynamic systems” Int. J. Adapt. Control Signal Process, 2014 (To appear)
Abstract

Cuguero, M. A., Quevedo, J., Alippi, C., Roveri, M., Puig, V., Garcia, D., Trovň, F. (2014) “Fault Diagnosis in Drinking Water Transport Networks: Physical/Temporal Parity Relations vs. HMM-based Cognitive Method” , submitted to Journal of Hydroinformatics, 2014
Abstract

Reppa, V., Panayiotou, C.G., Polycarpou, M.M. (2013) “Isolation of Multiple Sensor Faults in Large-Scale Interconnected Nonlinear Systems ” submitted to IEEE Transactions on Automatic Control
Abstract

Alippi, C., Roveri, M., Trovň, F. (2013) “A self-building, cluster-based cognitive fault diagnosis system for sensor networks” submitted to IEEE Transactions on Neural Networks and Learning Systems
Abstract

Wang, S., Minku, L.L., and Yao, X. (2013), "Online Class Imbalance Learning and Its Applications in Fault Detection", International Journal of Computational Intelligence and Applications, 12(4):1340001 (19 pages), December 2013.
Abstract


Michaelides, M. P., Reppa, V., Christodoulou, M., Panayiotou, C.G., Polycarpou, M.M., (2013) “Contaminant Event Monitoring in Multi-zone Buildings Using the State-space Method”, Building and Environment, vol. 71, Pages 140-152, Jan. 2014
Abstract

Alippi, C., Ntalampiras, S., Roveri, M., (2013) "A Cognitive Fault Diagnosis System for Distributed Sensor Networks", Neural Networks and Learning Systems, IEEE Transactions on , vol.24, no.8, pp.1213,1226, Aug. 2013
Abstract


Puig, V., Blesa, J., (2013) "Limnimeter and rain gauge FDI in sewer networks using an interval parity equations based detection approach and an enhanced isolation scheme", Control Engineering Practice, 21, pp. 146-170, Feb. 2013
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2013) “Ensembles of Change-Point Methods to Estimate the Change Point in Residual Sequences”, Soft Computing, Springer, Volume 17, Issue 11 (2013), Page 1971-1981
Abstract

Keliris, C., Polycarpou, M. , and Parisini, T. (2013) ''A distributed fault detection filtering approach for a class of interconnected continuous-time nonlinear systems,'' Automatic Control, IEEE Transactions on , vol.58, no.8, pp.2032,2047, Aug. 2013
Abstract

Montes de Oca, S., Puig, V. and Blesa, J. (2012), "Robust fault detection based on adaptive threshold generation using interval LPV observers", Int. J. Adapt. Control Signal Process., 26: 258–283
Abstract

Nejjari, F., Pérez, R., Puig, V., Quevedo, J., Sarrate, R., Cugueró, M. A., Sanz, G., and Mirats, J. M. (2012) "Abnormal quality detection and isolation in water distribution networks using simulation models", Drink. Water Eng. Sci., 5, 67-72
Abstract

Blesa, J., Puig, V., Saludes, J., (2012) "Robust identification and fault diagnosis based on uncertain multiple input–multiple output linear parameter varying parity equations and zonotopes", Journal of Process Control, 22, 1890-1912
Abstract

S. Tornil-Sin, C. Ocampo-Martínez, V. Puig and T. Escobet (2012) "Robust fault detection of non-linear systems using set-membership state estimation based on constraint satisfaction", Engineering Applications of Artificial Intelligence, 25(1): 1-10
Abstract

Puig, V., de Oca, S. M. and Blesa, J. (2012), "Adaptive threshold generation in robust fault detection using interval models: time-domain and frequency-domain approaches", Int. J. Adapt. Control Signal Process.. doi: 10.1002/acs.2362
Abstract

Rosich, A., Frisk, E., Aslund, J., Sarrate, S. and Nejjari, F. (2012), "Fault Diagnosis Based On Causal Computations", Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on , vol.42, no.2, pp.371,381, March 2012
Abstract

Blesa, J., Puig, V. & Saludes, J. (2012) "Robust fault detection using polytope-based set-membership consistency test", IET Control Theory &, Applications, Institution of Engineering and Technology 6, 1767-1777.
Abstract



Fault-tolerant control

Rotondo D., Nejjari F., Puig V. (2013) "A virtual actuator and sensor approach for Fault Tolerant Control of LPV systems", Journal of Process Control, 2014 (To appear).
Abstract

Rotondo D., Nejjari F., Puig V., Blesa J., (2013) "Model reference FTC for LPV systems using virtual actuators and set-membership fault estimation" , submitted to International Journal of Robust and Nonlinear Control.
Abstract

Blesa, J., Rotondo, D., Puig V., Nejjari F. (2013) "FDI and FTC of Wind Turbines using the Interval Observer Approach and Virtual Actuators/Sensors", Control Engineering Practice, 24, pp. 138-155, 2014.
Abstract

Ocampo-Martinez, C., Bovo, S., Puig, V. (2011) "Partitioning approach oriented to the decentralised predictive control of large-scale systems", Journal of Process Control, vol. 21, n. 5, pp. 775-786.
Abstract




International Conference Papers

 

    Adaptation and Learning


Cugueró, M., Christodoulou, M., Quevedo, J., Puig, V., García, D., Michaelides, M., (2014) “Combining Contaminant Event Diagnosis with Data Validation/Reconstruction: Application to Smart Buildings " submitted to 22nd Mediterranean Conference on Control & Automation (MED14).
Abstract

Reppa, V., Polycarpou, M., Papadopoulos, P., Panayiotou, C. G. (2014) "A distributed virtual sensor scheme for smart buildings based on adaptive approximation " submitted to IEEE International Joint Conference on Neural Networks (IJCNN), July 6-11 2014, Beijing.
Abstract

Cugueró M.Ŕ., Quevedo J., Puig V., García, D. (2014) "Inconsistent Sensor Data Detection/Correction: Application to Environmental System " submitted to IEEE International Joint Conference on Neural Networks (IJCNN), July 6-11 2014, Beijing.
Abstract

Boracchi, G., Roveri, M. (2014) "A Reconfigurable and Element-wise ICI-based Change-Detection Test for Streaming Data" submitted to CIVEMSA 2014, Computational Intelligence and Virtual Environments for Measurements Systems and Applications
Abstract

Boracchi, G., Roveri, M. (2014) "Exploiting Self-Similarity for Change Detection" submitted to IJCNN 2014, International Joint Conference on Neural Networks, Beijing, China, July 6-11, 2014
Abstract

Wang, S., Minku, L.L., and Yao, X. (2014) "A Multi-Objective Ensemble Method for Online Class Imbalance Learning", submitted to IJCNN 2014, International Joint Conference on Neural Networks, Beijing, China, July 6-11, 2014
Abstract

Rotondo D., Reppa V., Puig V., Nejjari F. (2013) "Adaptive observer for switching Linear Parameter-Varying (LPV) systems ", the 19th World Congress of the International Federation of Automatic Control, Cape Town, South Africa, August 24-29, 2014 (To appear)
Abstract

Stavrou, D., Eliades, D. G., Panayiotou, C. G., & Polycarpou, M. (2013) “A Path Correction Module for two-wheeled service robots under actuator faults”, in Proceedings of the 21st Mediterranean Conference on Control & Automation (MED), 2013, pp. 1119-1126.
Abstract

Wang, S., Minku, L.L., Ghezzi, D., Caltabiano, D., Tino, P. and Yao, X. (2013) "Concept Drift Detection for Online Class Imbalance Learning ", in Proceedings of IJCNN (International Joint Conference on Neural Networks), Dallas, Texas, USA, 4-9 August, 2013.
Abstract

Alippi, C., Bu, L., Zhao, D. (2013) "A Prior-Free Encode-Decode Change Detection Test to Inspect Datastreams for Concept Drift ", in Proceedings of IJCNN (International Joint Conference on Neural Networks), Dallas, Texas, USA, 4-9 August, 2013.
Abstract

Alippi, C., Ntalampiras, S., Roveri, M. (2013) "Model ensemble for an effective on-line reconstruction of missing data in sensor networks", in Proceedings of IJCNN (International Joint Conference on Neural Networks), Dallas, Texas, USA, 4-9 August, 2013.
Abstract

Chen, H., Tang, F., Tino, P., Yao, X. (2013) "Model-based Kernel for Efficient Time Series Analysis", in Proceedings of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Chicago, USA, August 11-14, 2013, pp. 392-400 .
Abstract

Wang, S., Minku, L.L., and Yao, X. (2013) "A Learning Framework for Online Class Imbalance Learning", in Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI) 2013, Singapore, pp. 36-45.
Abstract

Alippi, C., Bu, L., Zhao, D. (2012), "SVM-based just-in-time adaptive classifiers", In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), Doha, Qatar, November 12-15, 2012, Part II, pp 664-672.
Abstract


Alippi, C., Boracchi, G., Roveri, M. (2012) "Just-In-Time Ensemble of Classifiers", In Proceedings of IJCNN (International Joint Conference on Neural Networks), Brisbane, Australia, June 10-15, 2012.
Abstract

Minku, L. L., Yao, X. (2012) "Can Cross-company Data Improve Performance in Software Effort Estimation?", in Proceedings of the 8th International Conference on Predictive Models in Software Engineering (PROMISE), pp. 69-78, Lund, Sweden, September 2012 
Abstract

Minku, L. L., Yao, X. (2012) "Using Unreliable Data for Creating More Reliable Online Learners", in Proceedings of 2012 IJCNN International Joint Conference on Neural Networks, Brisbane, Australia, pp. 1-6, June 2012
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2011) "An Effective Just-in-Time Adaptive Classifier for Gradual Concept Drifts", In Proceedings of IJCNN (International Joint Conference on Neural Networks), San Jose, California (USA) July 31 - August 5, 2011. 
Abstract



Fault Diagnosis


Alippi, C., Boracchi, G., Wohlberg, B. (2014) "Change Detection in Streams of Signals with Sparse Representations", submitted to IEEE International Conference on Acoustics, Speach and Signal Processing (ICASSP) 2014, 4 - 9 May 2014, Florence, Italy.
Abstract

Boracchi, G., Michaelides, M., Roveri, M. (2014) "A Cognitive Monitoring System for Contaminant Detection in Intelligent Buildings", submitted to IJCNN 2014, International Joint Conference on Neural Networks, Beijing, China, July 6-11, 2014
Abstract

Reppa, V., Michaelides, M. P., Christodoulou, M., Panayiotou, C.G., Polycarpou, M.M. (2014) “A Distributed Framework for Contaminant Event Detection and Isolation in Multi-zone Intelligent Buildings” submitted to European Control Conference (ECC), Strasbourg, France, 2014
Abstract


Fernández-Cantí, R. M., Tornil-Sin, S., Blesa, J., Puig V. (2013) “Nonlinear Set-membership Identification and Fault Detection using a Bayesian Framework: Application to the Wind Turbine Benchmark”, in Proceedings of the 52nd Conference on Decision and Control, Florence, Italy, 2013 pp. 496-501.
Abstract


Fernandez-Canti, R.M., Blesa, J., Puig, V., (2013) "Set-membership identification and fault detection using a bayesian framework", in Proceedings of Control and Fault-Tolerant Systems (SysTol), 2013 Conference on , vol., no., pp.572,577, 9-11 Oct. 2013
Abstract


Fernandez-Canti, R.M., Tornil-Sin, S., Blesa, J., Puig, V. (2013) "Set-membership identification: Bayesian approach vs subpavings approach", in the Proceedings of Control & Automation (MED), 2013 21st Mediterranean Conference on , pp.1112,1118, 25-28 June 2013
Abstract


Keliris, C., Polycarpou, M. and Parisini, T. (2013) "A distributed fault detection filtering approach for a class of interconnected input-output nonlinear systems", in the Proceedings of the 12th biannual European Control Conference (ECC2013), July 17-19, Zurich, Switzerland, pp. 1952-1957
Abstract


Reppa, V., M., Panayiotou, C.G., Polycarpou, M.M. (2013) “A Distributed Detection and Isolation Scheme for Multiple Sensor Faults in Interconnected Nonlinear Systems”, in the 52nd Conference on Decision and Control, Florence, Italy, 2013 (to appear)
Abstract


Michaelides, M. P., Eliades, D.G., Christodoulou, M., Kyriakou, M., Panayiotou, C.G., Polycarpou, M.M. (2013) “A Matlab-CONTAM Toolbox for Contaminant Event Monitoring in Intelligent Buildings”, in Proceedings of LEAPS, the 1st Workshop on Learning strategies and data processing in nonstationary environments, Artificial Intelligence Applications and Innovations Conference (AIAI 2013), Paphos, Cyprus, pp. 605-614.
Abstract


Blesa J., Nejjari F., Rotondo D., Puig V. (2013), "Robust fault detection and isolation of wind turbines using interval observers", 2nd International Conference on Control and Fault-Tolerant Systems, Nice, France, October 9-11, 2013.
Abstract


Boracchi, G., Puig, V., Roveri, M. (2013) “A Hierarchy of Change-Point Methods for Estimating the Time Instant of Subtle Leakages in Water Distribution Networks” in Proceedings of LEAPS, the 1st Workshop on Learning strategies and data processing in nonstationary environments, pp 615 – 624
Abstract


Reppa, V., Polycarpou, M., Panayiotou, C. G. (2013) ''Multiple sensor fault detection and isolation for large-scale interconnected nonlinear systems'', in the Proceedings of the 12th biannual European Control Conference (ECC2013), July 17-19, Zurich, Switzerland, pp. 1952-1957
Abstract

Alippi, C., Boracchi, G., Puig, V., Roveri, M. (2013) "An Ensemble Approach to Estimate the Fault-Time Instant", in IEEE Proceedings of ICICIP 2013, International Conference on Intelligent Control and Information Processing, June 9 - 11, Beijing, China.
Abstract

Quevedo, J., Alippi, C., Cuguero ´, M.A`., Ntalampiras, S., Puig, V., Roveri, M., Garcia, D., (2013) "Temporal/Spatial Model-Based Fault Diagnosis vs. Hidden Markov Models Change Detection Method: Application to the Barcelona Water Network", Control & Automation (MED), 2013 21st Mediterranean Conference on , vol., no., pp.394,400, 25-28 June 2013
Abstract

Keliris, C. , Polycarpou, M. and Parisini, T. (2013) ''A distributed fault detection filtering approach for a class of interconnected input-output nonlinear systems'', in the Proceedings of the 12th biannual European Control Conference (ECC2013), July 17-19, Zurich, Switzerland, pp. 1952-1957
Abstract

Sarrate, R., Nejjari, F., Rosich, A., (2012) "Model-based Optimal Sensor Placement Approaches to Fuel Cell Stack System Fault Diagnosis" in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS 2012, Mexico City, Mexico, pp. 96-101
Abstract

Alippi, C., Roveri, M., Trovò F. (2012) "A ''learning from models'' cognitive fault diagnosis system", 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, pp 305-313
Abstract

Sarrate, R., Nejjari, F., Rosich, A. (2012) "Sensor Placement for Fault Diagnosis Performance Maximization under Budgetary Constraints", in the Proceedings of the 2nd International Conference on Systems and Control (ICSC'12), Marrakech, Morocco, pp. 1-6.
Abstract

Reppa, V., Polycarpou, M.M., Panayiotou, C.G. (2012) "Distributed Sensor Fault Detection and Isolation for Nonlinear Uncertain Systems", in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS, Mexico city, Mexico, 2012, pp. 1077--1082
Abstract

Rosich, A. (2012) "Sensor Placement for Fault Detection and Isolation based on Structural Models", in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS 2012, Mexico City, Mexico.
Abstract

Reppa, V., Polycarpou, M.M., Panayiotou, C.G. (2012) "A Distributed Architecture for Sensor Fault Detection and Isolation using Adaptive Approximation", in the Proceedings of WCCI 2012 IEEE World Congress on Computational Intelligence, IJCNN, Brisbane, Australia, 2012, pp. 2340-2347
Abstract

Sarrate, R., Nejjari, F., Rosich, A. (2012) "Sensor Placement for Fault Diagnosis Performance Maximization in Distribution Networks", in the Proceedings of IEEE Mediterranean Control Conference MED'12, Barcelona, Spain.
Abstract

M.P. Michaelides, V. Reppa, M.M. Polycarpou and C.G. Panayiotou, (2012) "Contaminant Event Monitoring in Intelligent Buildings Using a Multi-zone Formulation",", in the Proceedingss of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, IFAC SAFEPROCESS, Mexico city, Mexico, 2012, pp. 492--497
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2011) "A Hierarchical, Nonparametric Sequential Change-Detection Test", in Proceedings of IJCNN (International Joint Conference on Neural Networks), San Jose, California July 31 - August 5, 2011. 
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2011) "A distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks", in Proceedings of the 21th International Conference on Artificial Neural Networks (ICANN), June 14-17th, 2011, Espoo, Finland. Lecture Notes in Computer Science, 2011, Vol. 6792/2011, 173-180.
Abstract


Keliris, C., Polycarpou, M. (2011) "A Distributed Fault Detection Filtering Approach for a Class of Interconnected Continuous-Time Nonlinear Systems", in Proceedings of 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), Orlando, FL, USA, 2011, pp. 89-94
Abstract

Rosich, A., Sarrate, R., Nejjari, F. (2012) “Optimal Sensor Placement for Leakage Detection and Isolation in Water Distribution Networks”, 8th IFAC Symposium on Fault Detection Supervision and Safety for Technical Processes, 2012, Mexico City, Mexico, pp. 776-781
Abstract

Escobet, T., Quevedo, J., Puig, V. (2012) "A Fault/Anomaly System Prognosis using a Data-driven Approach considering Uncertainty", Neural Networks (IJCNN), The 2012 International Joint Conference on , vol., no., pp.1,7, 10-15 June 2012
Abstract



    Fault-tolerant control


Rotondo, D., Puig V., Nejjari F., (2013) "A bank of virtual sensors for active fault tolerant control of LPV systems", submitted to the 13th European Control Conference, Strasbourg, France, June 24-27, 2014.
Abstract


Rotondo D., Nejjari F., Puig V. (2013) "Fault Tolerant Control design for polytopic uncertain LPV systems", in Proceedings of the 21st Mediterranean Control Conference, Platanias-Chania, Crete, Greece, June 25-28, 2013.
Abstract


Rotondo D., Nejjari F., Torren A., Puig V. (2013) "Fault tolerant control design for polytopic uncertain LPV systems: application to a quadrotor", in Proceedings of the 2nd International Conference on Control and Fault-Tolerant Systems, Nice, France, October 9-11, 2013.
Abstract


Rotondo D., Puig V., Acevedo Valle, J. M., Nejjari F. (2013) "FTC of LPV systems using a bank of virtual sensors: application to wind turbines", in Proceedings of the 2nd International Conference on Control and Fault-Tolerant Systems, Nice, France, October 9-11, 2013.
Abstract


Rotondo, D., Nejjari F., Puig V. (2013) "Passive and Active FTC Comparison for Polytopic LPV Systems", in Proceedings of the 12th European Control Conference, Zürich, Switzerland, July 17-19, 2013.
Abstract


Escobet, T., Puig, V., Nejjari, F., (2012) "Health Aware Control and Model-Based Prognosis", in the Proceedings of the IEEE Mediterranean Control Conference MED'12. Barcelona, Spain, pp.691,696.
Abstract

Rotondo, D., Nejjari, F., Puig, V., Blesa, J. (2012) "Fault Estimation and Virtual Actuator FTC Approach for LPV Systems", in the Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Mexico City, Mexico, pp. 824,829.
Abstract

Rotondo, D., Nejjari, F., Puig, V., Blesa, J. (2012) "FTC Design for Polytopic LPV Systems subject to Actuator Saturations", in Proceedings of the IEEE Mediterranean Control Conference MED'12. Barcelona, Spain, pp. 524,529.
Abstract

Rotondo, D., Nejjari, F., Puig, V., Blesa, J. (2012) “Fault Tolerant Control of the Wind Turbine Benchmark using Virtual Sensors/Actuators”, in Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Mexico City, Mexico, pp. 114,119.
Abstract

Alippi, C., Boracchi, G., Roveri, M. (2012) "On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy", in Proceedings of IJCNN (International Joint Conference on Neural Networks), Brisbane, Australia, June 10-15, 2012, pp.1,8.
Abstract

Robles, D., Puig, V., Ocampo-Martinez, C., E. Garza, L., (2012) "Methodology for Actuator Fault Tolerance Evaluation of Linear Constrained MPC: Application to the Barcelona Water Network", in the Proceedings of The IEEE Mediterranean Control Conference MED'12, Barcelona,Spain, pp.518,523, 3-6 July 2012
Abstract

Alippi, C., Ntalampiras, S., Roveri, M. (2012) "An HMM-based change detection method for intelligent embedded sensors", In Proceedings of IJCNN (International Joint Conference on Neural Networks), Brisbane, Australia, June 10-15, 2012, pp.1,7.
Abstract



Book Chapters

 

Rotondo D., Nejjari F., Puig V. (2013) "Robust fault tolerant control framework using uncertain Takagi-Sugeno fuzzy models", book chapter in a book on Fuzzy Control Theory and Applications, to be published in the Atlantis Series on Computational Intelligence Systems (Springer), eds: Fernando Matía, Nicolás Marichal, Emilio Jiménez (in press)
Abstract

 

Alippi, C., Boracchi, G., Bu, L., Zhao, D. (2013) “Encoding-Decoding Machines for Online Concept-Drift Detection on Datastreams”, Frontiers of Intelligent Control and Information Processing, World Scientific Publishing Singapore (in press)
Abstract

 

Alippi, C., Boracchi, G., Ditzler, G., Polikar, R., Roveri, M., (2012) "Adaptive Classifiers for Nonstationary Environments", Contemporary Issues in Systems Science and Engineering, IEEE/Wiley Press Book Series (in press)

 

Escobet, T., Quevedo, J., Puig, V., Nejjari, F., (2012) "Combining Health Monitoring and Control". Chapter 12 of the book title: Diagnostics and Prognostics of Engineering Systems: Methods and Techniques. Editor: Seifedine Kadry. IGI GLOBAL 2013, pp. 230-255
Abstract

Chen, H., Yao, X., Cohn, A. G., Tino P., (2012) "Ensemble Learning by Negative Correlation Learning". In Ensemble Learning: Theory and Application, Springer-Verlag, Zhang Cha and Yunqian Ma (Ed.) , pp 177-201, Print ISBN 978-1-4419-9325-0.
Abstract




Conference Tutorials

 

Chen, H., Yao, X., Tino, P., Tutorial on "Ensemble Learning through Diversity Management: Theory, Algorithms, and Applications" on 2011 International Joint Conference on Neural Networks (IJCNN'11), San Jose, California on 31 July, 2011.
Abstract