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1

Fault diagnosis of biological systems using improved machine learning technique

Fezai, Radhia, Abodayeh, Kamaleldin, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2020

File:

PDF, 2.24 MB

2020

2

Multiscale fuzzy Kalman filtering

Hazem N. Nounou, Mohamed N. Nounou

Journal:

Engineering Applications of Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 304 KB

english, 2006

3

Bayesian principal component analysis

Mohamed N. Nounou, Bhavik R. Bakshi, Prem K. Goel, Xiaotong Shen

Journal:

Journal of Chemometrics

Year:

2002

Language:

english

File:

PDF, 379 KB

english, 2002

4

Essential phospholipids as a supportive adjunct in the management of patients with NAFLD

Dajani, Asad Izziddin Mustafa, Abu Hammour, Adnan M., Zakaria, Mohammed A., Al Jaberi, Mazen R., Nounou, Mohammed A., Semrin, Abdul Ilah M.

Journal:

Arab Journal of Gastroenterology

Year:

2015

Language:

english

File:

PDF, 406 KB

english, 2015

5

Investigation of energy-efficiency improvement in an electrical drive system based on multi-winding machines

Marouani, Khoudir, Nounou, Kamal, Benbouzid, Mohamed, Tabbache, Bekheïra

Journal:

Electrical Engineering (Archiv fur Elektrotechnik)

Year:

2016

Language:

english

File:

PDF, 1.19 MB

english, 2016

6

Performance comparison of open-circuit fault-tolerant control strategies for multiphase permanent magnet machines for naval applications

Nounou, Kamal, Benbouzid, Mohamed, Marouani, Khoudir, Charpentier, Jean Frédéric, Kheloui, Abdelaziz

Journal:

Electrical Engineering (Archiv fur Elektrotechnik)

Year:

2017

Language:

english

File:

PDF, 2.72 MB

english, 2017

7

A control design approach for TITO systems using measured data

Khadraoui, Sofiane, Fareh, Raouf, Nounou, Hazem, Nounou, Mohamed

Journal:

Journal of Dynamic Systems Measurement and Control

Year:

2018

Language:

english

File:

PDF, 2.23 MB

english, 2018

8

Multiscale fuzzy system identification

Mohamed N. Nounou, Hazem N. Nounou

Journal:

Journal of Process Control

Year:

2005

Language:

english

File:

PDF, 220 KB

english, 2005

9

Statistical fault detection using PCA-based GLR hypothesis testing

Harrou, Fouzi, Nounou, Mohamed N., Nounou, Hazem N., Madakyaru, Muddu

Journal:

Journal of Loss Prevention in the Process Industries

Year:

2013

Language:

english

File:

PDF, 1.13 MB

english, 2013

10

A model-free design of reduced-order controllers and application to a DC servomotor

Khadraoui, Sofiane, Nounou, Hazem, Nounou, Mohamed, Datta, Aniruddha, Bhattacharyya, Shankar P.

Journal:

Year:

2014

Language:

english

File:

PDF, 789 KB

english, 2014

11

[IEEE 2011 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - San Antonio, TX, USA (2011.12.4-2011.12.6)] 2011 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS) - A cubature Kalman filter approach for inferring gene regulatory networks using time series data

Noor, Amina, Serpedin, Erchin, Nounou, Mohamed, Nounou, Hazem

Year:

2011

Language:

english

File:

PDF, 180 KB

english, 2011

12

Linear circuits: a measurement-based approach

Mohsenizadeh, Navid, Nounou, Hazem, Nounou, Mohamed, Datta, Aniruddha, Bhattacharyya, Shankar P.

Journal:

International Journal of Circuit Theory and Applications

Year:

2015

Language:

english

File:

PDF, 1.61 MB

english, 2015

13

[Data Handling in Science and Technology] Wavelets in Chemistry Volume 22 || Chapter 5 Multiscale methods for denoising and compression

Nounou, Mohamed N.

Year:

2000

Language:

english

File:

PDF, 1.47 MB

english, 2000

14

[IEEE 2015 12th International Multi-Conference on Systems, Signals & Devices (SSD) - Mahdia, Tunisia (2015.3.16-2015.3.19)] 2015 IEEE 12th International Multi-Conference on Systems, Signals & Devices (SSD15) - Iterated Square Root Unscented Kalman Filter for state estimation — CSTR model

Mansouri, Majdi, Avci, Onur, Nounou, Hazem, Nounou, Mohamed

Year:

2015

Language:

english

File:

PDF, 284 KB

english, 2015

15

Liposomal Formulation for Dermal and Transdermal Drug Delivery: Past, Present and Future

Nounou, Mohamed, El-Khordagui, Labiba, Khalafallah, Nawal, Khalil, Said

Journal:

Recent Patents on Drug Delivery & Formulation

Year:

2008

Language:

english

File:

PDF, 237 KB

english, 2008

16

[IEEE 2017 IEEE Vehicle Power and Propulsion Conference (VPPC) - Belfort (2017.12.11-2017.12.14)] 2017 IEEE Vehicle Power and Propulsion Conference (VPPC) - Hardware-in-the-Loop Emulation of an Electric Naval Propulsion System Based on a Multiphase Permanent Magnet Synchronous Machine

Nounou, Kamal, Charpentier, Jean Frederic, Marouani, Khoudir, Benbouzid, Mohamed, Kheloui, Abdelaziz

Year:

2017

Language:

english

File:

PDF, 1018 KB

english, 2017

17

Emulation of an Electric Naval Propulsion System based on a Multiphase Machine under Healthy and Faulty Operating Conditions

Nounou, Kamal, Charpentier, Jean Frederic, Marouani, Khoudir, Benbouzid, Mohamed, Kheloui, Abdelaziz

Journal:

IEEE Transactions on Vehicular Technology

Year:

2018

Language:

english

File:

PDF, 2.52 MB

english, 2018

18

An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test

Mansouri, Majdi, Hajji, Mansour, Trabelsi, Mohamed, Harkat, Mohamed Faouzi, Al-khazraji, Ayman, Livera, Andreas, Nounou, Hazem, Nounou, Mohamed

Journal:

Year:

2018

Language:

english

File:

PDF, 2.27 MB

english, 2018

19

Multivariate statistical process control-based hypothesis testing for damage detection in structural health monitoring systems

Chaabane, Marwa, Mansouri, Majdi, Ben Hamida, Ahmed, Nounou, Hazem, Nounou, Mohamed

Journal:

Structural Control and Health Monitoring

Year:

2018

Language:

english

File:

PDF, 2.58 MB

english, 2018

20

Improved Fault Detection and Process Safety Using Multiscale Shewhart Charts.

Sheriff, M Ziyan, Nounou, Mohamed N

Journal:

Journal of Chemical Engineering & Process Technology

Year:

2017

Language:

english

File:

PDF, 3.82 MB

english, 2017

21

[IEEE 2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA) - Aqaba (2018.10.28-2018.11.1)] 2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA) - Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants

Baklouti, Imen, Mansouri, Majdi, Ben Hamida, Ahmed, Nounou, Hazem, Nounou, Mohamed

Year:

2018

File:

PDF, 7 KB

2018

22

High‐Dose Gabapentin for the Treatment of Severe Alcohol Withdrawal Syndrome: A Retrospective Cohort Analysis

Levine, Alexander R., Carrasquillo, Lorna, Mueller, Jane, Nounou, Mohamed Ismail, Naut, Edgar R., Ibrahim, Danyal

Journal:

Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy

Year:

2019

Language:

english

File:

PDF, 452 KB

english, 2019

23

Integrated continuous manufacturing in pharmaceutical industry: current evolutionary steps toward revolutionary future

Helal, Nada A, Elnoweam, Ola, Eassa, Heba Abdullah, Amer, Ahmed M, Eltokhy, Mohamed Ashraf, Helal, Mohamed A, Fayyaz, Heba A, Nounou, Mohamed Ismail

Journal:

Pharmaceutical Patent Analyst

Year:

2019

Language:

english

File:

PDF, 554 KB

english, 2019

24

[IEEE 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - Genova, Italy (2019.6.11-2019.6.14)] 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - Control of a Multiphase Machine Fed by Multilevel Inverter Based on Sliding Mode Controller

ZAIDI, Elyazid, MAROUANI, Khoudir, BOUADI, Hakim, NOUNOU, Kamal, AISSANI, Mohamed, BENTOUHAMI, Larafi

Year:

2019

Language:

english

File:

PDF, 1.73 MB

english, 2019

25

Nutraceuticals’ Novel Formulations: The Good, the Bad, the Unknown and Patents Involved

Helal, Nada A., Eassa, Heba A., Amer, Ahmed M., Eltokhy, Mohamed A., Edafiogho, Ivan, Nounou, Mohamed I.

Journal:

Recent Patents on Drug Delivery & Formulation

Year:

2019

Language:

english

File:

PDF, 2.07 MB

english, 2019

26

[IEEE 2019 4th Conference on Control and Fault Tolerant Systems (SysTol) - Casablanca, Morocco (2019.9.18-2019.9.20)] 2019 4th Conference on Control and Fault Tolerant Systems (SysTol) - Machine Learning-Based Statistical Hypothesis Testing for Fault Detection

Fazai, Radhia, Mansouri, Majdi, Abodayeh, Kamal, Trabelsi, Mohamed, Nounou, Hazem, Nounou, Mohamed

Year:

2019

Language:

english

File:

PDF, 538 KB

english, 2019

27

[IEEE 2019 4th Conference on Control and Fault Tolerant Systems (SysTol) - Casablanca, Morocco (2019.9.18-2019.9.20)] 2019 4th Conference on Control and Fault Tolerant Systems (SysTol) - Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring

Fazai, Radhia, Mansouri, Majdi, Abodayeh, Kamal, Puig, Vicenc, Selmi, Mohamed, Nounou, Hazem, Nounou, Mohamed

Year:

2019

Language:

english

File:

PDF, 317 KB

english, 2019

28

Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems

Kouadri, Abdelmalek, Hajji, Mansour, Harkat, Mohamed-Faouzi, Abodayeh, Kamaleldin, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

Journal:

Renewable Energy

Year:

2020

File:

PDF, 1.37 MB

2020

29

Efficiency improvement of a vector-controlled dual star induction machine drive system

Nesri, Mokhtar, Nounou, Kamal, Marouani, Khoudir, Houari, Azeddine, Benkhoris, Mohamed Fouad

Journal:

Electrical Engineering (Archiv fur Elektrotechnik)

Year:

2020

Language:

english

File:

PDF, 1.61 MB

english, 2020

30

New sensor fault detection and isolation strategyâbased intervalâvalued data

Harkat, Mohamed Faouzi, Mansouri, Majdi, Abodayeh, Kamaleldin, Nounou, Mohamed, Nounou, Hazem

Journal:

Journal of Chemometrics

Year:

2020

File:

PDF, 5.41 MB

2020

31

Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems

Hajji, Mansour, Harkat, Mohamed-Faouzi, Kouadri, Abdelmalek, Abodayeh, Kamaleldin, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

Journal:

European Journal of Control

Year:

2020

File:

PDF, 1.93 MB

2020

32

Model predictive control of a 3-DOF helicopter system using successive linearization

Zhai, Yujia, Nounou, Mohamed, Nounou, Hazem, Al-Hamidi, Yasser

Journal:

International Journal of Engineering Science and Technology

Year:

2011

File:

PDF, 304 KB

2011

33

Chronic leak detection for single and multiphase flow: A critical review on onshore and offshore subsea and arctic conditions

Behari, Niresh, Sheriff, M. Ziyan, Rahman, Mohammad Azizur, Nounou, Mohamed, Hassan, Ibrahim, Nounou, Hazem

Journal:

Journal of Natural Gas Science and Engineering

Year:

2020

File:

PDF, 2.26 MB

2020

34

[IEEE 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) - Sousse, Tunisia (2020.9.2-2020.9.5)] 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) - Enhanced data-driven Damage Detection for Structural Health Monitoring Systems

Chaabane, Marwa, Hamida, Ahmed Ben, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

Year:

2020

File:

PDF, 462 KB

2020

35

On-line multiscale filtering of random and gross errors without process models

Mohamed N. Nounou, Bhavik R. Bakshi

Journal:

Year:

1999

Language:

english

File:

PDF, 246 KB

english, 1999

36

Process modeling by Bayesian latent variable regression

Mohamed N. Nounou, Bhavik R. Bakshi, Prem K. Goel, Xiaotong Shen

Journal:

Year:

2002

Language:

english

File:

PDF, 417 KB

english, 2002

37

Improving the prediction and parsimony of ARX models using multiscale estimation

Mohamed N. Nounou, Hazem N. Nounou

Journal:

Applied Soft Computing

Year:

2007

Language:

english

File:

PDF, 1.28 MB

english, 2007

38

Multiscale finite impulse response modeling

Mohamed N. Nounou

Journal:

Engineering Applications of Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 308 KB

english, 2006

39

Multiscale rectification of random errors without fundamental process models

Bhavik R. Bakshi, Prakhar Bansal, Mohamed N. Nounou

Journal:

Computers & Chemical Engineering

Year:

1997

Language:

english

File:

PDF, 591 KB

english, 1997

40

Novel nanomedicine-based MRI contrast agents for gynecological malignancies

Vicky V. Mody, Mohamed Ismail Nounou, Malavosklish Bikram

Journal:

Advanced Drug Delivery Reviews

Year:

2009

Language:

english

File:

PDF, 943 KB

english, 2009

41

Novel reducible linear L-lysine-modified copolymers as efficient nonviral vectors

Mohamed Ismail Nounou, Kalyopy Emmanouil, Samuel Chung, Thu Pham, Zhuoyuan Lu, Malavosklish Bikram

Journal:

Journal of Controlled Release

Year:

2010

Language:

english

File:

PDF, 1.19 MB

english, 2010

42

Towards data-based adaptive control

Aniruddha Datta, Ritwik Layek, Hazem Nounou, Mohamed Nounou, Navid Mohsenizadeh, Shankar P. Bhattacharyya

Journal:

International Journal of Adaptive Control and Signal Processing

Year:

2012

Language:

english

File:

PDF, 558 KB

english, 2012

43

Cerebral fluorine-18 labeled 2-fluoro-2-deoxyglucose positron emission tomography (FDG PET), MRI, and clinical observations in a patient with infantile GM1 gangliosidosis

Mohammed A Al-Essa, Siema M Bakheet, Zoltan J Patay, Randa M Nounou, Pinar T Ozand

Journal:

Brain and Development

Year:

1999

Language:

english

File:

PDF, 98 KB

english, 1999

44

Dealing with Collinearity in Finite Impulse Response Models Using Bayesian Shrinkage

Nounou, Mohamed N.

Journal:

Industrial & Engineering Chemistry Research

Year:

2006

Language:

english

File:

PDF, 173 KB

english, 2006

45

Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks

Majdi Mansouri, Hazem Nounou, Mohamed Nounou

Journal:

Journal of Signal Processing Systems

Year:

2014

Language:

english

File:

PDF, 853 KB

english, 2014

46

Optimal reference sequence selection for genome assembly using minimum description length principle

Bilal Wajid, Erchin Serpedin, Mohamed Nounou…

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Year:

2012

Language:

english

File:

PDF, 283 KB

english, 2012

47

Secure and robust clustering for quantized target tracking in wireless sensor networks

Mansouri, Majdi, Khoukhi, Lyes, Nounou, Hazem, Nounou, Mohamed

Journal:

Journal of Communications and Networks

Year:

2013

Language:

english

File:

PDF, 400 KB

english, 2013

48

[IEEE 2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC 2012) - Limassol, Cyprus (2012.08.27-2012.08.31)] 2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC) - Robust routing for target tracking in quantized sensor networks

Mansouri, Majdi, Khoukhi, Lyes, Nounou, Hazem, Nounou, Mohamed

Year:

2012

Language:

english

File:

PDF, 438 KB

english, 2012

49

Joint Node Localization and Time-Varying Clock Synchronization in Wireless Sensor Networks

Ahmad, Aitzaz, Serpedin, Erchin, Nounou, Hazem, Nounou, Mohamed

Journal:

IEEE Transactions on Wireless Communications

Year:

2013

Language:

english

File:

PDF, 1.63 MB

english, 2013

50

[IEEE 2008 47th IEEE Conference on Decision and Control - Cancun, Mexico (2008.12.9-2008.12.11)] 2008 47th IEEE Conference on Decision and Control - Resilient adaptive control of uncertain time-delay systems - a delay-dependent approach

Nounou, Hazem N., Nounou, Mohamed N.

Year:

2008

Language:

english

File:

PDF, 168 KB

english, 2008

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