Tshilidzi Marwala

Deputy Vice Chancellor of Research and Innovation of University of Johannesburg (South Africa) desde 2013, o Prof. Dr. Marwala é um dos mais destacados pesquisadores mundiais na área de Inteligência Computacional tendo recebido, ao longo de sua carreira, mais de 50 dos mais importantes prêmios e comendas científicas e acadêmicas de seu país e internacionais e sendo membro sênior e/ou Fellow Member de 11 destacadas Sociedades Internacionais de Pesquisa destacando-se o IEEE, ACM e Word Academy of Sciences dentre outras. Um dos líderes científicos da África do Sul, o prof. Marwala publicou 09 livros, 27 capítulos de livros, 40 artigos em periódicos internacionais e mais de 220 artigos nas principais conferências internacionais na sua área de atuação atuando fortemente na popularização da ciência e tecnologia em seu país e internacionalmente com mais de 40 trabalhos, adicionalmente a seus trabalhos de pesquisa, nesta área possuindo ainda 03 patentes registradas em Institutos Internacionais. O prof. Marwala destaca-se também por sua vasta experiência na orientação tanto de teses de doutorado - com 19 teses orientadas - quanto de dissertações de mestrado - 48 dissertações orientadas até o ano de 2015. Conta atualmente com 05 orientações em andamento (mestrado e doutorado) já tendo também supervisionado 07 estágios de pós doutoramento e dezenas de estudantes de graduação. Atuante em seu país, participou de mais de 20 comitês em nível de Governo Federal em nas áreas de ensino e pesquisa sendo ainda revisor de 28 periódicos internacionais de alto impacto nas mais diversas áreas e contando com uma rede de pesquisa que inclui mais de uma dezena de Instituições de Pesquisa de Ponta destacando-se a NASA, University of Windsor e Virginia Commonwealth University dentre outras.

Informações coletadas do Lattes em 09/05/2023

Acadêmico

Formação acadêmica

Doutorado em Filosofia da Engenharia

1997 - 2000

University Of Cambridge
Título: Fault identification using neural networks and vibration data
Orientador: Dr. HEM Hunt

Mestrado em Master of Mechanical Engineering

1996 - 1997

University of Pretoria, UP, África do Sul
Título: Multi-criteria method for determining damage on structures,Ano de Obtenção: 1997
Orientador: Prof. Stephan Heyns

Especialização em andamento em Accounting & Finance for Non-Financial Managers

2015 - Atual

National University of Singapore

Especialização em andamento em Vice Chancellor?s Executive Leadership Programme

2014 - Atual

UNIVERSITY OF JOHANNESBURG, UJ, África do Sul

Especialização em andamento em Programme in Business Management

2003 - Atual

University Of South Africa, U.SOUTH AFRICA, África do Sul

Aperfeiçoamento em andamento em Programme for Leadership Development

2006 - Atual

Harvard University

Graduação em Bachelor of Science in Mechanical Engineering

1991 - 1995

Case Western Reserve University

Idiomas

Inglês

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Áreas de atuação

Grande área: Engenharias / Área: Engenharia Elétrica.

Participação em eventos

BRICS University Summit. ----. 2015. (Congresso).

International Conference on Construction Materials and Structures.-----------. 2014. (Outra).

Infrastructure Gauteng Integrated Infrastructure Masterplan.-------. 2013. (Outra).

The South African Conference on Applied Mechanics (SACAM).Finite Element Updating. 2010. (Outra).

The Third IASTED African Conference on Modelling and Simulation.Impact of Missing Data Estimation. 2010. (Outra).

IASTED Conference on Modelling and Simulation.------. 2008. (Outra).

IBSA (India, Brazil South Africa) Summit.-----------. 2007. (Outra).

India Calling (Indian Merchants of Commerce and Business Unity South Africa).------------. 2007. (Outra).

Orientou

J; Joubert; ; Markov Chain Monte Carlo Methods for Finite Element Model Updating (to graduate with distinction); 2016; Dissertação (Mestrado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

C; Tekane; Landscape aware miniature aerial vehicles (to graduate with distinction); 2016; Dissertação (Mestrado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Collin Achepsa Leke

Empirical evaluation of optimization techniques for prediction and classification tasks; 2014; Dissertação (Mestrado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

F; Maumela; Condition monitoring of transformer bushings using computational intelligence: Focus on attribute reduction; 2014; Dissertação (Mestrado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

N; Nelufule; Combining Multiple Iris Matchers using Advanced Fusion Techniques to Enhance Iris Matching Performance; 2014; Dissertação (Mestrado em Engenharia Elétro-Eletrônica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Xulu; Modelling renewable energy sources for South Africa (with distinction); 2014; Dissertação (Mestrado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Msizi Khoza

Economic modeling using computational intelligence techniques; 2013; Dissertação (Mestrado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Thejane; A comprehensive electrical model of the human auditory periphery for autoacoustic emissions study; 2013; Dissertação (Mestrado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Lindokuhle J

Mpanza; A Rough Set Approach to Bushings Fault Detection; 2012; Dissertação (Mestrado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Zanele Ngenisile Grace Mkhize MPhil

Motion planning approaches for autonomous robot in static and dynamic environment; 2012; Dissertação (Mestrado em Engenharia Elétro-Eletrônica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Miguel Fernandes

SVM to automatically detect epileptic patterns in EEG; 2011; Dissertação (Mestrado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

K; Mohamed; The use of the improved EEG interpretation in a sensorimotor BCI for the control of prosthetic hand; 2011; Dissertação (Mestrado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Brain Betechuoh Leke

Optimal Selection of Stocks Using Computational Intelligence Methods; ; 2005; Dissertação (Mestrado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Zaheer Ahmed Dindar; Artificial Neural Networks Applied to Option Pricing; ; 2005; Dissertação (Mestrado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Lungile Mndileki Zanoxolo Mdlazi; A synchronous filter for gear vibration monitoring using computational intelligence; ; 2003; Dissertação (Mestrado em Engenharia Mecânica) - University of Pretoria,; Orientador: Tshilidzi Marwala;

Nadim Mohamed; Detection of Epileptic Activity in the EEG Using Artificial Neural Networks; ; 2003; Dissertação (Mestrado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Ilyes Boulkaibet

Finite element model updating using Markov Chain Monte Carlo Techniques; ; 2015; Tese (Doutorado em 000000) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Bolanle Tolulope Abe; Ensembles classifiers for land cover mapping; ; 2014; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Ali Hassan; Potential use of artificial intelligence in the mining industry: South African case studies; ; 2014; Tese (Doutorado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

VP Kommulla; Characterization of Native African Napier Fibre and Napier Grass Fibre Strands/epoxy composites; ; 2014; Tese (Doutorado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Evan Hurwitz; Efficient portfolio optimization by hybridized machine learning; ; 2014; Tese (Doutorado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Satyakama Paul; Modelling of merger and acquisition target prediction for novice acquirer: A computational intelligence perspective; ; 2014; Tese (Doutorado em 000000) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Craig Boesack; On the Analysis and Design of Genetic Fuzzy Controllers: An Application to Automatic Generation Control of Large Interconnected Power Systems Using Genetic Fuzzy Rule Based Systems; 2013; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

George Anderson; Operating system scheduling optimization; ; 2013; Tese (Doutorado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Mlungisi Duma; Predicting insurance risk using incomplete data; 2013; Tese (Doutorado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Ian Shaw; A study of analogies between processes in technical and biological systems; ; 2013; Tese (Doutorado em Engenharia Elétrica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Meir Perez; Machine Learning and soft computing approaches to micro-array differential expression analysis and feature selection; 2012; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Linda Simo Mthembu; Finite element model updating; 2012; Tese (Doutorado em Engenharia Mecânica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Bo Xing; Soft computing in remanufacturing; 2012; Tese (Doutorado em Engenharia Mecânica) - University of Johannesburg,; Orientador: Tshilidzi Marwala;

Pretesh Bhoola Patel; An IVR Call performance classification system using computational intelligence techniques; 2010; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Megan Jill Russell; Towards an innovative electronic, artificial larynx; 2010; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

David Starfield; Towards clinically useful coded apertures for planar nuclear medicine imaging; 2009; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Brain Betechuoh Leke; Computational intelligence for modelling HIV; Where last tracked?; 2008; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Fulufhelo Vincent Nelwamondo; Computational intelligence techniques for missing data imputation; 2008; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Sizwe M; Dhlamini; Bushing diagnosis using artificial intelligence and dissolved gas analysis; 2007; Tese (Doutorado em Engenharia Elétrica) - University of the Witwatersrand,; Orientador: Tshilidzi Marwala;

Ilyes Boulkaibet

2015; University of Johannesburg,; Tshilidzi Marwala;

Satykama Paul; 2014; University of Johannesburg,; Tshilidzi Marwala;

Ruci Shukla; 2012; University of Johannesburg,; Tshilidzi Marwala;

Omar F; Hamad; 2012; University of Johannesburg,; Tshilidzi Marwala;

Megan Russell; 2011; University of Johannesburg,; Tshilidzi Marwala;

Able Mashamba; 2010; University of Johannesburg,; Tshilidzi Marwala;

Anthony Gidudu; 2007; University of the Witwatersrand,; Tshilidzi Marwala;

Produções bibliográficas

PARIDA, PRAMOD KUMAR ; MARWALA, TSHILIDZI ; CHAKRAVERTY, SNEHASHISH . An Overview of Recent Advancements in Causal Studies. Archives of Computational Methods in Engineering , v. 00, p. 1-17, 2016.
APPALLA, PADMAJA ; KUTHADI, VENU MADHAV ; MARWALA, TSHILIDZI . An efficient educational data mining approach to support e-learning. Wireless Networks , v. 00, p. 1-14, 2016.
BOULKAIBET, I. ; MTHEMBU, L. ; MARWALA, T. ; FRISWELL, M.I. ; ADHIKARI, S. . Finite element model updating using the shadow hybrid Monte Carlo technique. Mechanical Systems and Signal Processing , v. 52-53, p. 115-132, 2015.
BOULKAIBET, I. ; MTHEMBU, L. ; DE LIMA NETO, F. ; MARWALA, T. . Finite element model updating using fish school search and volitive particle swarm optimization. Integrated Computer-Aided Engineering , v. 22, p. 361-376, 2015.
KOMMULA, V. P. ; REDDY, K. OBI ; SHUKLA, MUKUL ; MARWALA, TSHILIDZI ; REDDY, E. V. SUBBA ; RAJULU, A. VARADA . Extraction, modification, and characterization of natural ligno-cellulosic fiber strands from napier grass. IJPAC. International Journal of Polymer Analysis and Characterization (Print) , v. 21, p. 18-28, 2015.
FERNANDES, M.A. ; PATEL, P. ; MARWALA, T. . Automated Detection of Human Users in Twitter. Procedia Computer Science , v. 53, p. 224-231, 2015.
ABE, B T ; OLUGBARA, O O ; MARWALA, T . Experimental comparison of support vector machines with random forests for hyperspectral image land cover classification. Proceedings of the Indian Academy of Sciences. Earth and Planetary Sciences , v. 123, p. 779-790, 2014.
KOMMULA, V. P. ; REDDY, K. OBI ; SHUKLA, MUKUL ; MARWALA, TSHILIDZI ; RAJULU, A. VARADA . Mechanical Properties, Water Absorption, and Chemical Resistance of Napier Grass Fiber Strand-Reinforced Epoxy Resin Composites. IJPAC. International Journal of Polymer Analysis and Characterization (Print) , v. 19, p. 693-708, 2014.
HASAN, ALI ; TWALA, BHEKISIPHO ; OUAHADA, KHMAIES ; MARWALA, TSHILIDZI . ENERGY USAGE OPTIMISATION IN SOUTH AFRICAN MINES. ARCH MIN SCI , v. 59, p. 53-69, 2014.
ANDERSON, G. ; MARWALA, T. ; NELWAMONDO., F. V. . Multicore scheduling based on learning from optimization models.. International Journal of Innovative Computing, Information & Control , v. 9, p. 1511-1522, 2013.
NELWAMONDO, FULUFHELO V. ; GOLDING, DAN ; MARWALA, TSHILIDZI . A dynamic programming approach to missing data estimation using neural networks. Information Sciences , v. 237, p. 49-58, 2013.
KOMMULA, V. P. ; REDDY, K. OBI ; SHUKLA, M. ; MARWALA, T. ; RAJULU, A. VARADA . Physico-chemical, Tensile, and Thermal Characterization of Napier Grass (Native African) Fiber Strands. IJPAC. International Journal of Polymer Analysis and Characterization (Print) , v. 18, p. 303-314, 2013.
ANDERSON, G. ; MARWALA, T. ; NELWAMONDO, F. V. . Comparison of Bootstrapping and Finite State Machine Simulations of a Scheduling Benchmark. Lecture Notes in Electrical Engineering (Print) , v. 151, p. 841-850, 2013.
DUMA, MLUNGISI ; MARWALA, TSHILIDZI ; TWALA, BHEKISIPHO ; NELWAMONDO, FULUFHELO . Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm. Applied Soft Computing (Print) , v. 13, p. 4461-4480, 2013.
DUMA, M. ; TWALA, B. ; NELWAMONDO, F. V. ; MARWALA, T. . Partial Imputation to Improve Predictive Modelling in Insurance Risk Classification Using a Hybrid Positive Selection algorithm and Correlation-based Feature Selection.. Current Science (Bangalore) , v. 103, p. 697-705, 2012.
DUMA, MLUNGISI ; TWALA, BHEKISIPHO ; NELWAMONDO, FULUFHELO ; MARWALA, TSHILIDZI . PREDICTIVE MODELING WITH MISSING DATA USING AN AUTOMATIC RELEVANCE DETERMINATION ENSEMBLE: A COMPARATIVE STUDY. Applied Artificial Intelligence , v. 26, p. 967-984, 2012.
SHUKLA, RUCHI ; SHUKLA, M. ; MISRA, A. K. ; MARWALA, T. ; CLARKE, W A . Dynamic Software Maintenance Effort Estimation Modeling Using Neural Network, Rule Engine and Multi-regression Approach.. Lecture Notes in Computer Science , v. 7336, p. 157-169, 2012.
XING, B. ; GAO, WEN-JING ; NELWAMONDO, F. V. ; Battle, Kimberly ; MARWAL,TSHILIDZI . The Effects of Customer Perceived Disposal Hardship on Post-Consumer Product Remanufacturing: A Multi-agent Perspective.. Lecture Notes in Computer Science , v. 7332, p. 209, 2012.
XING, B. ; GAO, WEN-JING ; NELWAMONDO, F. V. ; Battle, Kimberly ; MARWALA, T. . TAC-RMTO: Trading Agent Competition in Remanufacture-to-Order. Lecture Notes in Computer Science , v. 7332, p. 519-526, 2012.
BOULKAIBET, I. ; MARWAL,TSHILIDZI ; MTHEMBU, L. ; Friswell, M. I. ; ADHIKARI, S. . Sampling Techniques in Bayesian Finite Element Model Updating. Sampling Techniques in Bayesian Finite Element Model Updating , v. 4, p. 75-83, 2012.
Russell, Megan J. ; NEL, A. ; MARWALA, T. . ARMA Analysis of Chest X-rays for Computer Assisted Detection of Tuberculosis. IFMBE Proceedings , v. 39, p. 26, 2012.
PAUL, SATYAKAMA ; TWALA, BHEKISIPHO ; MARWALA, TSHILIDZI . Organizational adaptation to Complexity: A study of the South African Insurance Market as a Complex Adaptive System through Statistical Risk Analysis. Systems Engineering Procedia , v. 4, p. 1-8, 2012.
MTHEMBU, LINDA ; MARWALA, TSHILIDZI ; FRISWELL, MICHAEL I. ; ADHIKARI, SONDIPON . Model selection in finite element model updating using the Bayesian evidence statistic. Mechanical Systems and Signal Processing , v. 25, p. 2399-2412, 2011.
MSIZA, I. S. ; MATHEKGA, M. E. ; NELWAMONDO, F. V. ; MARWALA, T. . FINGERPRINT SEGMENTATION: AN INVESTIGATION OF VARIOUS TECHNIQUES AND A PARAMETER STUDY OF A VARIANCE-BASED METHOD. International Journal of Innovative Computing, Information & Control , v. 7, p. 5313-5326, 2011.
PATEL, PRETESH B. ; MARWALA, TSHILIDZI . CALLER BEHAVIOUR CLASSIFICATION USING COMPUTATIONAL INTELLIGENCE METHODS. International Journal of Neural Systems , v. 20, p. 87-93, 2010.
XING, B. ; GAO, WEN-JING ; Battle, Kimberly ; NELWAMONDO, F. V. ; MARWALA, T. . Can ant algorithms make automated guided vehicle system more intelligent?. IEEE International Conference on Systems Man and Cybernetics , v. 4, p. 3226-3234, 2010.
XING, B. ; GAO, WEN-JING ; Battle, Kimberly ; NELWAMONDO, F. V. ; MARWALA, T. . Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing. IEEE International Conference on Systems, Man and Cybernetics , v. 4, p. 2795-2799, 2010.
XING, B. ; GAO, WEN-JING ; Battle, Kimberly ; NELWAMONDO, F. V. ; MARWALA, T. . Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. Systems Man and Cybernetics , v. 4, p. 4182-4189, 2010.
ABE, B. ; GIDUDU, A. ; MARWALA, T. . Investigating the effects of ensemble classification on remotely sensed data for land cover mapping. IEEE International Geoscience & Remote Sensing Symposium , v. 6, p. 2832-2835, 2010.
ANDERSON, G. ; NELWAMONDO, FULUFHELO ; MARWALA, T. . Browse Conference Publications > Systems Man and Cybernetics ( ... Help Working with Abstracts A Response Surface Methodology approach to operating system scheduler tuning. Systems, Man and Cybernetics , v. 4, p. 2684-2689, 2010.
HERZOG, M.A. ; MARWALA, T. ; HEYNS, P.S. . Machine and component residual life estimation through the application of neural networks. Reliability Engineering & Systems Safety , v. 94, p. 479-489, 2009.
ABE, B. ; Jimoh, Adisa ; MARWALA, T. . Optimization of radio frequency usage: A case study of Ondo State Television broadcast Nigeria. AFRICON 2009 , v. 1, p. 1-5, 2009.
XING, B. ; NELWAMONDO, F. V. ; Battle, Kimberly ; GAO, W. ; MARWALA, T. . Application of artificial intelligence (AI) methods for designing and analysis of reconfigurable cellular manufacturing system (RCMS). International Conference on Adaptive Science & Technology (ICAST) , v. 1, p. 402-409, 2009.
NELWAMONDO, FULUFHELO V. ; MARWALA, T . Techniques for handling missing data: Applications to online condition monitoring. International Journal of Innovative Computing, Information & Control , v. 4, p. 1507-1526, 2008.
MARWALA, T. . Bayesian training of neural networks using genetic programming. Pattern Recognition Letters , v. 28, p. 1452-1458, 2007.
NELWAMONDO, F. ; MOHAMED, S. ; MARWALA, T. . Missing Data: A Comparison of Neural Network and Expectation Maximisation Techniques.. Current Science (Bangalore) , v. 93, p. 1514-1521, 2007.
MARWALA, T. ; CHAKRAVERTY, S. . Fault classification in structures with incomplete measured data using autoassociative neural networks and genetic algorithm.. Current Science (Bangalore) , v. 90, p. 542-548, 2006.
LEKE, B. B. ; MARWALA, T. ; TETTEY, T. . Autoencoder networks for HIV classification.. Current Science (Bangalore) , v. 91, p. 1467-1473, 2006.
NELWAMONDO, F. V. ; MARWALA, T ; MAHOLA, U. . Early Classifications of bearing faults using hidden Markov models, Gaussian mixture models, Mel-frequency Cepstral coefficients and fractals.. International Journal of Innovative Computing, Information & Control , v. 2, p. 1281-1299, 2006.
MARWALA, T. ; LAGAZIO, M. . Assessing different Bayesian neural network models for militarized interstate dispute. Social Science Computer Review , v. 24, p. 1-12, 2005.
MARWALA, T. ; MACHOWSKI, L. . Using object oriented calculation process framework and neural networks for classification of image shapes.. International Journal of Innovative Computing, Information & Control , v. 1, p. 609-623, 2005.
MARWALA, TSHILIDZI ; SIBISI, SIBUSISO . Finite Element Model Updating Using Bayesian Framework and Modal Properties. Journal of Aircraft (Print) , v. 42, p. 275-278, 2005.
MARWALA, TSHILIDZI . Fault Classification Using Pseudomodal Energies and Neural Networks. AIAA Journal , v. 41, p. 82-89, 2003.
MARWALA, TSHILIDZI . Finite Element Model Updating Using Wavelet Data and Genetic Algorithm. Journal of Aircraft , v. 39, p. 709-711, 2002.
MARWALA, TSHILIDZI . Probabilistic Fault Identification Using a Committee of Neural Networks and Vibration Data. Journal of Aircraft , v. 38, p. 138-146, 2001.
MARWALA, TSHILIDZI . Scaled conjugate gradient and Bayesian training of neural networks for fault identification in cylinders. Computers & Structures , v. 79, p. 2793-2803, 2001.
MARWALA, TSHILIDZI . Fault Identification Using Pseudomodal Energies and Modal Properties. AIAA Journal , v. 39, p. 1608-1617, 2001.
MARWALA, TSHILIDZI . PROBABILISTIC FAULT IDENTIFICATION USING VIBRATION DATA AND NEURAL NETWORKS. Mechanical Systems and Signal Processing , v. 15, p. 1109-1128, 2001.
MARWALA, TSHILIDZI . Damage Identification Using Committee of Neural Networks. Journal of Engineering Mechanics , v. 126, p. 43-50, 2000.
MARWALA, T. ; HUNT, H.E.M. . IS DAMAGE IDENTIFICATION USING VIBRATION DATA IN A POPULATION OF CYLINDERS FEASIBLE?. Journal of Sound and Vibration , v. 237, p. 727-732, 2000.
MARWALA, T. ; HUNT, H.E.M. . FAULT IDENTIFICATION USING FINITE ELEMENT MODELS AND NEURAL NETWORKS. Mechanical Systems and Signal Processing , v. 13, p. 475-490, 1999.
MARWALA, T. ; HEYNS, S. . A multiple criterion method for detecting damage on structures.. AIAA Journal (Print) , v. 195, p. 1494-1501, 1998.
MARWALA, T. ; ADHIKARI, S. ; BOULKAIBET, I. . Probabilistic Finite Element Model Updating Using Bayesian Statistics: Applications to Aeronautical and Mechanical Engineering. 1. ed. , 2016. 256p .
MARWALA, T. . Causality, Correlation, and Artificial Intelligence for Rational Decision Making.. 1. ed. , 2015. 208p .
MARWALA, T. . Artificial Intelligence Techniques for Rational Decision Making Authors. 1. ed. , 2014. 168p .
MARWALA, T. . Economic Modeling Using Artificial Intelligence Methods. 1. ed. , 2013. 261p .
Anderson, George ; MARWALA, TSHILIDZI ; NELWAMONDO, FULUFHELO VINCENT . Lecture Notes in Electrical Engineering. 151. ed. Springer New York, 2013.
Russell, Megan Jill ; Nel, Andre ; MARWALA, TSHILIDZI . IFMBE Proceedings. 00. ed. Springer Berlin Heidelberg, 2013.
XING, BO ; GAO, WEN-JING ; NELWAMONDO, FULUFHELO V. ; Battle, Kimberly ; MARWALA, TSHILIDZI . Lecture Notes in Computer Science. 00. ed. Springer Berlin Heidelberg, 2012.
XING, BO ; GAO, WEN-JING ; NELWAMONDO, FULUFHELO V. ; Battle, Kimberly ; MARWALA, TSHILIDZI . Lecture Notes in Computer Science. 00. ed. Springer Berlin Heidelberg, 2012.
SHUKLA, RUCHI ; SHUKLA, MUKUL ; MISRA, A. K. ; MARWALA, T. ; Clarke, W. A. . Lecture Notes in Computer Science. 00. ed. Springer Berlin Heidelberg, 2012.
MARWALA, T. . Condition Monitoring Using Computational Intelligence Methods.. 1. ed. , 2012. 236p .
MARWALA, T. ; LAGAZIO, M. . Militarized Conflict Modeling Using Computational Intelligence.. 1. ed. , 2011. 254p .
MARWALA, T. . Finite Element Model Updating Using Computational Intelligence Techniques: Applications to Structural Dynamics.. 1. ed. , 2010. 250p .
MARWALA, TSHILIDZI . Computational Intelligence for Missing Data Imputation, Estimation, and Management. 1. ed. IGI Global, 2009. 326p .
MARWALA, T. . Computational Intelligence for Modelling Complex Systems.. 1. ed. , 2007.
Mabuza-Hocquet, Gugulethu ; NELWAMONDO, FULUFHELO ; MARWALA, TSHILIDZI . Robust Iris Segmentation Through Parameterization of the Chan-Vese Algorithm. Lecture Notes in Electrical Engineering. 1ed.: Springer International Publishing, 2016, v. , p. 183-194.
Selvaraj, Rajalakshmi ; KUTHADI, VENU MADHAV ; MARWALA, TSHILIDZI . Honey Pot: A Major Technique for Intrusion Detection. Advances in Intelligent Systems and Computing. 1ed.: Springer India, 2016, v. , p. 73-82.
KUTHADI, VENU MADHAV ; Selvaraj, Rajalakshmi ; MARWALA, TSHILIDZI . An Enhanced Security Pattern for Wireless Sensor Network. Advances in Intelligent Systems and Computing. 1ed.: Springer India, 2016, v. , p. 61-71.
BOULKAIBET, I. ; MTHEMBU, L. ; MARWALA, T. ; Friswell, M. I. ; ADHIKARI, S. . Finite Element Model Updating Using an Evolutionary Markov Chain Monte Carlo Algorithm. Conference Proceedings of the Society for Experimental Mechanics Series. 1ed.: Springer International Publishing, 2015, v. , p. 245-253.
Selvaraj, Rajalakshmi ; KUTHADI, VENU MADHAV ; MARWALA, TSHILIDZI . Hybrid Technique for Frequent Pattern Extraction from Sequential Database. Advances in Intelligent Systems and Computing. 1ed.: Springer International Publishing, 2015, v. , p. 265-275.
Abe, Bolanle Tolulope ; Olugbara, Oludayo O. ; MARWALA, TSHILIDZI . Classification of Hyperspectral Images Using Machine Learning Methods. Lecture Notes in Electrical Engineering. 1ed.: Springer Netherlands, 2014, v. , p. 555-569.
MTHEMBU, LINDA ; MARWALA, TSHILIDZI ; FRISWELL, MICHAEL I. ; ADHIKARI, SONDIPON . Finite element model selection using Particle Swarm Optimization. Conference Proceedings of the Society for Experimental Mechanics Series. 1ed.: Springer New York, 2011, v. , p. 41-52.
XING, BO ; GAO, WEN-JING ; NELWAMONDO, FULUFHELO V. ; Battle, Kimberly ; MARWALA, TSHILIDZI . Part-Machine Clustering: The Comparison between Adaptive Resonance Theory Neural Network and Ant Colony System. Lecture Notes in Electrical Engineering. 1ed.: Springer Berlin Heidelberg, 2010, v. 67, p. 747-755.
XING, BO ; GAO, WEN-JING ; NELWAMONDO, FULUFHELO V. ; Battle, Kimberly ; MARWALA, TSHILIDZI . Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2010, v. , p. 281-289.
PEREZ, MEIR ; Rubin, David M. ; MARWALA, TSHILIDZI ; Scott, Lesley E. ; Featherston, Jonathan ; STEVENS, WENDY . The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2010, v. , p. 62-71.
MARWALA, TSHILIDZI ; HURWITZ, EVAN . A Multi-Agent Approach to Bluffing. Multiagent Systems. 1ed.: I-Tech Education and Publishing, 2009, v. , p. 233-246.
PATEL, PRETESH B. ; MARWALA, TSHILIDZI . Caller Behaviour Classification: A Comparison of SVM and FIS Techniques. Advances in Soft Computing. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 199-208.
Pantanowitz, Adam ; MARWALA, TSHILIDZI . Missing Data Imputation Through the Use of the Random Forest Algorithm. Advances in Soft Computing. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 53-62.
Pantanowitz, Adam ; MARWALA, TSHILIDZI . Evaluating the Impact of Missing Data Imputation. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 577-586.
Masisi, Lesedi Melton ; NELWAMONDO, FULUFHELO ; MARWALA, TSHILIDZI . Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 517-524.
PATEL, PRETESH B. ; MARWALA, TSHILIDZI . Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 728-735.
Mistry, Jaisheel ; NELWAMONDO, FULUFHELO V. ; MARWALA, TSHILIDZI . Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 752-759.
Hlalele, Nthabiseng ; NELWAMONDO, FULUFHELO ; MARWALA, TSHILIDZI . Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 485-492.
Russell, Megan J. ; Rubin, David M. ; MARWALA, TSHILIDZI ; Wigdorowitz, Brian . Pattern Recognition and Feature Selection for the Development of a New Artificial Larynx. IFMBE Proceedings. 1ed.: Springer Berlin Heidelberg, 2009, v. , p. 736-739.
Crossingham, Bodie ; MARWALA, TSHILIDZI . Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis. Studies in Computational Intelligence. 1ed.: Springer Berlin Heidelberg, 2008, v. , p. 245-250.
Starfield, D. M. ; Rubin, D. M. ; MARWALA, T. . Design of an Ultra-Near-Field System for Planar Coded Aperture Nuclear Medicine Imaging. IFMBE Proceedings. 1ed.: Springer Berlin Heidelberg, 2008, v. , p. 590-593.
Russell, Megan J. ; Rubin, D. M. ; Wigdorowitz, B. ; MARWALA, T. . The Artificial Larynx: A Review of Current Technology and a Proposal for Future Development. IFMBE Proceedings. 1ed.: Springer Berlin Heidelberg, 2008, v. , p. 160-163.
Vilakazi, Christina B. ; MARWALA, TSHILIDZI . Computational Intelligence Approach to Condition Monitoring: Incremental Learning and Its Application. Intelligent Engineering Systems and Computational Cybernetics. 1ed.: Springer Netherlands, 2008, v. , p. 161-171.
Starfield, D.M. ; Rubin, D.M. ; MARWALA, T. . Sampling Considerations and Resolution Enhancement in Ideal Planar Coded Aperture Nuclear Medicine Imaging. 11th Mediterranean Conference on Medical and Biomedical Engineering and Computing 2007. 1ed.: Springer Berlin Heidelberg, 2007, v. , p. 806-809.
NELWAMONDO, FULUFHELO V. ; MARWALA, TSHILIDZI . Handling Missing Data from Heteroskedastic and Nonstationary Data. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2007, v. , p. 1293-1302.
Vilakazi, Christina B. ; MARWALA, TSHILIDZI . Incremental Learning and Its Application to Bushing Condition Monitoring. Lecture Notes in Computer Science. 1ed.: Springer Berlin Heidelberg, 2007, v. , p. 1237-1246.
MARWALA, TSHILIDZI ; Busisiwe Vilakazi, Christina . Condition Monitoring Using Computational Intelligence. Handbook of Computational Intelligence in Manufacturing and Production Management. 1ed.: IGI Global, 2007, v. , p. 106-123.
Spiller, J. M. ; MARWALA, T. . Medical Image Segmentation and Localization using Deformable Templates. World Congress on Medical Physics and Biomedical Engineering 2006. 1ed.: Springer Berlin Heidelberg, 2006, v. 14, p. 2292-2295.
Falk, D. L. ; Rubin, D. M. ; MARWALA, T. . Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing. World Congress on Medical Physics and Biomedical Engineering 2006. 1ed.: Springer Berlin Heidelberg, 2006, v. , p. 2415-2418.
Tim, Taryn ; Marwala, T. M. . Computational Intelligence Methods for Risk Assessment of HIV. World Congress on Medical Physics and Biomedical Engineering 2006. 1ed.: Springer Berlin Heidelberg, 2006, v. , p. 3717-3721.
Starfield, D. M. ; Rubin, D. M. ; MARWALA, T. . Near-Field Artifact Reduction using Realistic Limited-Field-of-View Coded Apertures in Planar Nuclear Medicine Imaging. World Congress on Medical Physics and Biomedical Engineering 2006. 1ed.: Springer Berlin Heidelberg, 2006, v. , p. 2198-2202.
ALVARES, MARCOS ; MARWALA, TSHILIDZI ; DE LIMA NETO, FERNANDO BUARQUE . Application of computational intelligence for Source Code classification. In: 2014 IEEE Congress on Evolutionary Computation (CEC), 2014, Beijing. 2014 IEEE Congress on Evolutionary Computation (CEC), 2014. p. 895-902.
HASAN, ALI N ; TWALA, BHEKISIPHO ; MARWALA, TSHILIDZI . Moving towards accurate monitoring and prediction of gold mine underground dam levels. In: 2014 International Joint Conference on Neural Networks (IJCNN), 2014, Beijing. 2014 International Joint Conference on Neural Networks (IJCNN), 2014. p. 2844-2849.
HASAN, ALI N ; TWALA, BHEKISIPHO ; MARWALA, TSHILIDZI . Underground water dam levels and energy consumption prediction using computational intelligence techniques. In: 2014 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2014, Ottawa. 2014 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2014. p. 94-98.
PAUL, SATYAKAMA ; TWALA, BHEKISIPHO ; MARWALA, TSHILIDZI . Modeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company. In: 2014 IEEE International Conference on Systems, Man and Cybernetics SMC, 2014, San Diego. 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2014. p. 900-905.
GAO, WEN-JING ; XING, BO ; MARWALA, TSHILIDZI . Teaching - Learning-based optimization approach for enhancing remanufacturability pre-evaluation system's reliability. In: 2013 IEEE Symposium on Swarm Intelligence (SIS), 2013, Singapore. 2013 IEEE Symposium on Swarm Intelligence (SIS), 2013. p. 235.
PAUL, SATYAKAMA ; JANECEK, ANDREAS ; NETO, FERNANDO BUARQUE DE LIMA ; MARWALA, TSHILIDZI . Applying the Negative Selection Algorithm for Merger and Acquisition Target Identification Theory and Case Study. In: 2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICSCCI & CBIC), 2013, Ipojuca. 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence, 2013. p. 609.
PARASURAM, KOMMULA VENKATA ; REDDY, K. OBI ; SHUKLA, MUKUL ; MARWALA, TSHILIDZI . Morphological, structural and thermal characterization of acetic acid modified and unmodified napier grass fiber strands. In: 2013 7th International Conference on Intelligent Systems and Control (ISCO), 2013, Coimbatore. 2013 7th International Conference on Intelligent Systems and Control (ISCO), 2013. p. 506.
MEKURIA, F. ; TWALA, B. ; MARWALA, T. ; NTLATLAPA, N. . Building a sustainable research & HCD eco-system: Case study of two wireless communication eco systems.. In: IST-Africa Conference and Exhibition (IST-Africa), 2013. IST-Africa Conference and Exhibition (IST-Africa), 2013. p. 1-7.
HASAN, ALI N ; TWALA, BHEKISIPHO ; MARWALA, TSHILIDZI . Predicting mine dam levels and energy consumption using artificial intelligence methods. In: 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES), 2013, singapore. 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES), 2013. p. 171.
MAUMELA, JT ; NELWAMONDO, FV ; MARWALA, T . Condition monitoring of transformer bushings using Rough Sets, Principal Component Analysis and Granular Computation as preprocessors. In: 2013 IEEE International Conference on System Science and Engineering (ICSSE), 2013, Budapest. 2013 International Conference on System Science and Engineering (ICSSE), 2013. p. 345.
SHUKLA, RUCHI ; CLARKE, W A ; MARWALA, T . Object oriented modeling framework of a Kohonen network based character recognition system. In: 2012 International Conference on Computer Communication and Informatics (ICCCI), 2012, Coimbatore. 2012 International Conference on Computer Communication and Informatics, 2012. p. 1.
THEJANE, T. ; NELWAMONDO, F. V. ; SMIT, J. E. ; MARWALA, T. . Influence of the auditory canal number of segments and radius variation on the outer ear frequency response. In: 2012 IEEEEMBS International Conference on Biomedical and Health Informatics (BHI), 2012, Hong Kong. Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012. p. 384.
HURWITZ, EVAN ; MARWALA, TSHILIDZI . Optimising a targeted fund of strategies using genetic algorithms. In: 2012 IEEE International Conference on Systems, Man and Cybernetics SMC, 2012, Seoul. 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2012. p. 2139-2143.
JUNIOR, MARCOS ALVARES BARBOSA ; DE LIMA NETO, FERNANDO BUARQUE ; MARWALA, TSHILIDZI . Optimizing risk management using NSGA-II. In: 2012 IEEE Congress on Evolutionary Computation (CEC), 2012, Brisbane. 2012 IEEE Congress on Evolutionary Computation, 2012. p. 1-8.
DUMA, MLUNGISI ; TWALA, BHEKISIPHO ; MARWALA, TSHILIDZI ; NELWAMONDO, FULUFHELO VINCENT . Classification with missing data using multi-layered artificial immune systems. In: 2012 IEEE Congress on Evolutionary Computation (CEC), 2012, Brisbane. 2012 IEEE Congress on Evolutionary Computation, 2012. p. 1-8.
KHOZA, MSIZI ; MARWALA, TSHILIDZI . Computational intelligence techniques for modelling an economic system. In: 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane), 2012, Brisbane. The 2012 International Joint Conference on Neural Networks (IJCNN), 2012. p. 1.
MSIZA, I. S. ; SZEWCZYK, M. ; HALINKA, A. ; PRETORIUS, J-H. C. ; SOWA, P. ; MARWALA, T. . Neural networks on transformer fault detection evaluating the relevance of the input space parameters. In: 2011 IEEE/PES Power Systems Conference and Exposition (PSCE), 2011, Phoenix. 2011 IEEE/PES Power Systems Conference and Exposition, 2011. p. 1.
THEJANE, TSHEGOFATSO ; NELWAMONDO, FULUFHELO V. ; MALUMEDZHA, TENDANI C. ; MARWALA, TSHILIDZI . Otoacoustic Emissions: A Review on Existing Human Auditory System Modelling Approaches. In: Modelling and Simulation, 2011, Calgary. Modelling and Simulation. Calgary: ACTAPRESS.
PEREZ, MEIR ; MARWALA, TSHILIDZI . The Fuzzy Gene Filter: A Classifier Performance Assessment. In: Intelligent Systems and Control, 2011, Cambridge. Intelligent Systems and Control / 742: Computational Bioscience. Calgary: ACTAPRESS.
MPANZA, L. J. ; MARWALA, T. . Artificial neural network and rough set for HV bushings condition monitoring. In: 2011 15th IEEE International Conference on Intelligent Engineering Systems (INES), 2011, Poprad. 2011 15th IEEE International Conference on Intelligent Engineering Systems, 2011. p. 109.
HASSAN, ALI ; OUAHADA, KHMAIES ; MARWALA, TSHILIDZI ; TWALA, BHEKISIPHO . Optimization of the compressed air-usage in South African mines. In: AFRICON 2011, 2011, Victoria Falls. IEEE Africon '11, 2011. p. 1.
HURWITZ, EVAN ; MARWALA, TSHILIDZI . Suitability of using technical indicator-based Strategies as potential strategies within intelligent trading systems. In: 2011 IEEE International Conference on Systems, Man and Cybernetics SMC, 2011, Anchorage. 2011 IEEE International Conference on Systems, Man, and Cybernetics, 2011. p. 80.
MOHAMED, A. K. ; MARWALA, T. ; JOHN, L. R. . Single-trial EEG discrimination between wrist and finger movement imagery and execution in a sensorimotor BCI. In: 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, Boston. 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011. p. 6289.
KHOZA, MSIZI ; MARWALA, TSHILIDZI . A rough set theory based predictive model for stock prices. In: 2011 IEEE 12th International Symposium on Computational Intelligence and Informatics (CINTI), 2011, Budapest. 2011 IEEE 12th International Symposium on Computational Intelligence and Informatics (CINTI), 2011. p. 57.
BOESACK, CRAIGD. ; MARWAL, TSHILIDZI ; NELWAMONDO, FULUFHELO V. . A GA-Fuzzy Automatic Generation Controller for interconnected power systems. In: 2011 Fourth International Workshop on Advanced Computational Intelligence (IWACI), 2011, Wuhan. The Fourth International Workshop on Advanced Computational Intelligence, 2011. p. 720.
PEREZ, MEIR ; RUBIN, DAVID M ; MARWALA, TSHILIDZI ; SCOTT, LESLEY E ; STEVENS, WENDY . A Population-Based Incremental Learning approach to microarray gene expression feature selection. In: Electronics Engineers in Israel (IEEEI 2010), 2010, Eilat. 2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel. p. 000010.
XING, BO ; WEN-JING GAO ; Battle, Kimberly ; MARWALA, TSHILIDZI ; NELWAMONDO, FULUFHELO V. . Can ant algorithms make automated guided vehicle system more intelligent?. In: 2010 IEEE International Conference on Systems, Man and Cybernetics SMC, 2010, Istanbul. 2010 IEEE International Conference on Systems, Man and Cybernetics, 2010. p. 3226.
BO XING ; WEN-JING GAO ; Battle, Kimberly ; MARWALA, TSHILIDZI ; NELWAMONDO, FULUFHELO V. . Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing. In: 2010 IEEE International Conference on Systems, Man and Cybernetics SMC, 2010, Istanbul. 2010 IEEE International Conference on Systems, Man and Cybernetics, 2010. p. 2795.
BO XING ; WEN-JING GAO ; Battle, Kimberly ; MARWALA, TSHILIDZI ; NELWAMONDO, FULUFHELO V. . Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. In: 2010 IEEE International Conference on Systems, Man and Cybernetics SMC, 2010, Istanbul. 2010 IEEE International Conference on Systems, Man and Cybernetics, 2010. p. 4182.
BOESACK, CRAIG D. ; MARWALA, TSHILIDZI ; NELWAMONDO, FULUFHELO V. . Application of GA-Fuzzy Controller design to Automatic Generation Control. In: 2010 Third International Workshop on Advanced Computational Intelligence (IWACI), 2010, Suzhou. Third International Workshop on Advanced Computational Intelligence, 2010. p. 227.
ABE, BOLANLE ; GIDUDU, ANTHONY ; MARWAL, TSHILIDZI . Investigating the effects of ensemble classification on remotely sensed data for land cover mapping. In: IGARSS 2010 2010 IEEE International Geoscience and Remote Sensing Symposium, 2010, Honolulu. 2010 IEEE International Geoscience and Remote Sensing Symposium, 2010. p. 2832.

Projetos de pesquisa

2015 - Atual

FINITE ELEMENT MODEL UPDATING, Descrição: Esse projeto tem por objetivo a atualização da modelagem de elementos finitos de forma a prever os resultados mensurados considerando a corretude na medição destes. Este projeto envolve a cooperação entre pesquisadores de vários universidades, entre eles a Universidade de Joanesburgo, a Universidade de Pernambuco e a Universidade de Swansea.. , Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Tshilidzi Marwala - Coordenador / FRISWELL, M.I. - Integrante / ADHIKARI, S. - Integrante / DE LIMA NETO, F. - Integrante., Financiador(es): National Research Foundation - Auxílio financeiro.
2014 - Atual

CAUSALITY, CORRELATION AND ARTIFICIAL INTELLIGENCE, Descrição: O projeto objetiva refletir sobre implicões computacionais sobre atribuição de causalidade a processos complexos com aplicações na engenharia biomédica, monitoramento de condições e modelagem para conflito de interesses. Este projeto envolve a cooperação entre pesquisadores de várias universidades, entre eles a Universidade de Joanesburgo, a Universidade de Pernambuco e o Instituto Nacional de Tecnologia em Rookerla, India, e tem entre seus resultados a publicação de um livro com autoria do Prof. Tshilidzi Marwala e prefácio do Prof. Fernando Buarque.. , Situação: Em andamento; Natureza: Pesquisa. , Integrantes: Tshilidzi Marwala - Coordenador / DE LIMA NETO, F. - Integrante / CHAKRAVERTY, SNEHASHISH - Integrante., Financiador(es): Department of Higher Education and Training Research - Auxílio financeiro.

Prêmios

2015

NRF Award: Champion of Research Capacity Development, .

2015

Speaker: Capacitating industry-academia collaboration: Lessons from South Africa, 8th QS World Class.

2012

Advocate of Social Cohesion, Department of Arts and Culture, Government of South Africa.

2011

Eskom Research Capacity, NSTF-BHP Billiton Awards.

2010

Speaker: Science and Technology, Society Forum Representative for the African Continent.

2009

Paper Co-Authored, MIT Technology Review.

2009

TWAS-AAS-Microsoft, Microsoft.

2009

Visiting Scholar, The Center for Studies in Higher Education University of California.

2008

Best Paper Award: Proceedings of the 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Orlando, Florida, USA, .

2008

SAIEE Premium Best Paper Award., .

2008

Visiting Fellow, University of Cambridge.

2007

National Science and Technology Forum (NSTF) Award: Individual through research and its outputs (over the last five years or less), .

2007

Technology and Human Resources for Industry Programme (THRIP) Technology Awards: Outstanding Project Leader, .

2007

Fellowship Programme, Harvard/South Africa Fellowship Programme.

2006

Best Presentation Award: World Congress of Computational Intelligence, .

2006

Invited Talk, Asia-Pacific Workshop on Structural Health Monitoring.

2006

Marquis Who?sWho, Marquis Who?sWho in the World.

2005

WhosWho, WhosWho in Southern Africa.

2005

100 Future Leaders, Mail and Guardian: 100 Future Leaders.

2005

20 Future Leaders, Mail and Guardian: 20 Future Leaders.

2005

Marquis Who?sWho, Marquis Who?sWho in the World.

2005

WhosWho in Computational Science and Engineering, WhosWho in Computational Science and Engineering.

2004

Tuksalumni Laureate Award, .

2004

NRF/NSTF Dr. T.W. Kambule Research Award, .

2004

Friedel Sellschop Award, .

2004

Council of City of Johannesburg, Motion of Congratulations for Contribution to Science Adopted.

2004

Bronze Order of Mapungubwe, President of South Africa.

2004

Top 100 of 2004, The Star Newspaper.

2004

Marquis Who?sWho, Marquis Who?sWho in the World.

2004

CSIR Fellowship, CSIR Fellowship.

2003

National Research Foundation President?s Award (P-Rating), National Research Foundation President?s Award.

2003

Science and Technology, (SABC2)-Tribute Achievers Award.

2003

Extraordinary Professor, University of Pretoria.

2002

Represented Business South Africa-United Nations World Summit, Represented Business South Africa-United Nations World Summit on Sustainable Development.

2002

Extraordinary Lecturer, University of Pretoria.

2002

Best Paper Award, International Symposia on Soft Computing and Intelligent Systems for Industry.

2000

Charles Hesterman Merz Fund Award, Charles Hesterman Merz Fund.

2000

Bradlow Foundation Scholarship, Bradlow Foundation Scholarship.

2000

AECI Post-graduate Fellowship, AECI Post-graduate.

1999

Paper Awarded a Bronze Medal, South African Institution of Mechanical Engineers.

1999

Ford of Britain Trust Award, Ford of Britain Trust.

1998

Fellow of the Cambridge Philosophical Society, Cambridge Philosophical Society.

1997

Overseas Research Award, .

1997

Fellow of the Cambridge Commonwealth Trust, Cambridge Commonwealth Trust.

1997

Honorary Cambridge Malaysian Scholar, Cambridge Malaysian Scholar.

1997

Honorary Cambridge Mandela Scholar, Cambridge Mandela Scholar.

1997

Research and Development Prestige/Equity Scholarship, Foundation for Research and Development Prestige/Equity Scholarship.

1995

Institute of International Education Scholarship, Institute of International Education Scholarship.

1990

Shell Merit Scholarship, Shell Merit.

1989

Winner, South African National Youth Science Olympiad.

1989

London International Youth Science Fortnight South African Delegate, London International Youth Science Fortnight South African Delegate.

1987

Merit Certificate, Foundation for Education, Science and Technology.

Histórico profissional

Endereço profissional

Universidade de Joanesburgo. , PO Box 524, Auckland Park 2006, 000000 - Johannesburg, - África do Sul, Telefone: (0) 0000000000

Experiência profissional

2014 - Atual

Universidade de Joanesburgo, UJ, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Adjunct Professor of Electrical Engineering

2013 - Atual

Universidade de Joanesburgo, UJ, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Deputy Vice Chancellor: Research, Innovation

2009 - 2013

Universidade de Joanesburgo, UJ, África do Sul

Vínculo: , Enquadramento Funcional: Executive Dean of The Faculty of Engineering

Atividades

01/2016
Pesquisa e desenvolvimento , Universidade de Joanesburgo, .,Linhas de pesquisa

2007 - 2008

University of the Witwatersrand, Wits University, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Research Chair of Systems Engineering

2006 - 2008

University of the Witwatersrand, Wits University, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Chair of Control and Systems Engineering

2005 - 2008

University of the Witwatersrand, Wits University, África do Sul

Vínculo: , Enquadramento Funcional: Personal Prof of Electr and Information Eng

2003 - 2008

University of the Witwatersrand, Wits University, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Head of Control and Systems Group

2003 - 2005

University of the Witwatersrand, Wits University, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Associate Prof of Electr and Information Eng

2001 - 2003

South African Breweries, S. A. BREWERIES, África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Executive Assistant to the Technical Director

2000 - 2001

University of London

Vínculo: Servidor Público, Enquadramento Funcional: Post-Doctoral Research Associate

1995 - 1995

Mining Technology Division, MINING T. D., África do Sul

Vínculo: Servidor Público, Enquadramento Funcional: Project Engineer