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Zhao Liang

CV Lattes ResearcherID ORCID


Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC)  (Institutional affiliation for the last research proposal)
Birthplace: China

graduate at Ciência da Computação from Universidade de Wuhan (1988), master's at Electric Engineering from Instituto Tecnológico de Aeronáutica (1996) and ph.d. at Electric Engineering from Instituto Tecnológico de Aeronáutica (1998). Has experience in Computer Science, acting on the following subjects: chaotic synchronization, scene segmentation, chaos, complex networks and redes complexas. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (41)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

ZHAO‚ L.; PARK‚ K.; LAI‚ Y.C.; CUPERTINO‚ T.H.. Attack induced cascading breakdown in complex networks. Journal of the Brazilian Computer Society, v. 13, n. 3, p. 67-76, . (02/10707-0)

LOUZA, FELIPE A.; TELLES, GUILHERME P.; HOFFMANN, STEVE; CIFERRI, CRISTINA D. A.. Generalized enhanced suffix array construction in external memory. Algorithms for Molecular Biology, v. 12, . (11/23904-7, 17/09105-0, 11/15423-9)

LOUZA, FELIPE A.; TELLES, GUILHERME P.; GOG, SIMON; ZHAO, LIANG. Algorithms to compute the Burrows-Wheeler Similarity Distribution. THEORETICAL COMPUTER SCIENCE, v. 782, p. 145-156, . (15/50122-0, 17/09105-0, 18/21509-2)

NETO VERRI, FILIPE ALVES; URIO, PAULO ROBERTO; ZHAO, LIANG. Network Unfolding Map by Vertex-Edge Dynamics Modeling. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 2, p. 405-418, . (11/50151-0, 13/07375-0, 13/25876-6, 15/18456-6)

CUPERTINO, THIAGO H.; ZHAO, LIANG; CARNEIRO, MURILLO G.. Network-based supervised data classification by using an heuristic of ease of access. Neurocomputing, v. 149, n. A, p. 86-92, . (09/02036-7)

SILVA, THIAGO C.; AMANCIO, DIEGO R.. Word sense disambiguation via high order of learning in complex networks. EPL, v. 98, n. 5, . (09/12329-1, 10/00927-9)

CARNEIRO, MURILLO GUIMARAES; ZHAO, LIANG. Organizational Data Classification Based on the Importance Concept of Complex Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 8, p. 3361-3373, . (15/50122-0, 13/07375-0, 12/07926-3)

LIANG, XIAOMING; ZHAO, LIANG; LIU, ZONGHUA. Enhancing Weak Signal Transmission Through a Feedforward Network. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 23, n. 9, p. 1506-1512, . (11/50151-0, 11/03631-6)

ANGHINONI, LEANDRO; ZHAO, LIANG; JI, DONGHONG; PAN, HENG. Time series trend detection and forecasting using complex network topology analysis. NEURAL NETWORKS, v. 117, p. 295-306, . (16/23698-1, 15/50122-0)

FERREIRA, LEONARDO N.; VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; CARDOSO, MANOEL F.; MACAU, ELBERT E. N.. Global fire season severity analysis and forecasting. Computers & Geosciences, v. 134, . (15/50122-0, 19/00157-3, 18/03211-6, 18/01722-3, 17/05831-9, 13/07375-0, 16/23698-1)

FERREIRA, LEONARDO N.; VEGA-OLIVEROS, DIDIER A.; COTACALLAPA, MOSHE; CARDOSO, MANOEL F.; QUILES, MARCOS G.; ZHAO, LIANG; MACAU, ELBERT E. N.. Spatiotemporal data analysis with chronological networks. NATURE COMMUNICATIONS, v. 11, n. 1, . (13/07375-0, 19/26283-5, 16/23698-1, 17/05831-9, 18/24260-5, 19/00157-3, 16/16291-2, 15/50122-0)

EGIDI, LAVINIA; LOUZA, FELIPE A.; MANZINI, GIOVANNI. Space Efficient Merging of de Bruijn Graphs and Wheeler Graphs. ALGORITHMICA, . (17/09105-0, 18/21509-2)

VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2801-2811, . (19/09817-6, 13/07375-0, 19/07665-4, 15/50122-0, 19/14429-5)

VEGA-OLIVEROS, DIDIER A.; GRANDE, HELDER L. C.; IANNELLI, FLAVIO; VAZQUEZ, FEDERICO. Bi-layer voter model: modeling intolerant tolerant positions and bots in opinion dynamics. European Physical Journal-Special Topics, . (13/07375-0, 18/24260-5, 19/26283-5, 15/50122-0, 16/23698-1)

GOUVEA, ALESSANDRA M. M. M.; DA SILVA, TIAGO S.; MACAU, ELBERT E. N.; QUILES, MARCOS G.. Force-directed algorithms as a tool to support community detection. European Physical Journal-Special Topics, . (15/50122-0, 19/26283-5, 16/23698-1, 16/23642-6, 17/05831-9, 16/16291-2, 19/00157-3)

LIANG, XIAOMING; ZHAO, LIANG; LIU, ZONGHUA. Optimal signal amplification in weighted scale-free networks. Chaos, v. 22, n. 2, . (11/50151-0, 11/03631-6)

LIANG, X. M.; ZHAO, L.; LIU, Z. H.. Signal amplification of active rotators with phase-shifted coupling. European Physical Journal B, v. 85, n. 6, . (11/50151-0, 11/03631-6)

SILVA, THIAGO CHRISTIANO; AMANCIO, DIEGO RAPHAEL. Network-based stochastic competitive learning approach to disambiguation in collaborative networks. Chaos, v. 23, n. 1, . (09/12329-1, 10/00927-9)

SILVA, THIAGO C.; AMANCIO, DIEGO R.. Discriminating word senses with tourist walks in complex networks. European Physical Journal B, v. 86, n. 7, . (09/12329-1, 10/00927-9)

BERTINI JUNIOR, JOAO ROBERTO; NICOLETTI, MARIA DO CARMO; ZHAO, LIANG. Attribute-based Decision Graphs: A framework for multiclass data classification. NEURAL NETWORKS, v. 85, p. 69-84, . (12/00544-8)

ZHAO‚ L.; CÁCERES‚ J.C.G.; DAMIANCE JR‚ A.P.G.; SZU‚ H.. Chaotic dynamics for multi-value content addressable memory. Neurocomputing, v. 69, n. 13, p. 1628-1636, . (02/10707-0)

NETO VERRI, FILIPE ALVES; GUELERI, ROBERTO ALVES; ZHENG, QIUSHENG; ZHANG, JUNBAO; ZHAO, LIANG. Network community detection via iterative edge removal in a flocking-like system. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2843-2855, . (13/08666-8, 19/07665-4, 15/50122-0, 13/25876-6)

VEGA-OLIVEROS, DIDIER A.; GRANDE, HELDER L. C.; IANNELLI, FLAVIO; VAZQUEZ, FEDERICO. Bi-layer voter model: modeling intolerant tolerant positions and bots in opinion dynamics. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2875-2886, . (18/24260-5, 13/07375-0, 19/26283-5, 16/23698-1, 15/50122-0)

GOUVEA, ALESSANDRA M. M. M.; DA SILVA, TIAGO S.; MACAU, ELBERT E. N.; QUILES, MARCOS G.. Force-directed algorithms as a tool to support community detection. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2745-2763, . (16/16291-2, 19/26283-5, 16/23698-1, 17/05831-9, 19/00157-3, 16/23642-6, 15/50122-0)

ANGHINONI, LEANDRO; VEGA-OLIVEROS, DIDIER A.; SILVA, THIAGO CHRISTIANO; ZHAO, LIANG. Time series pattern identification by hierarchical community detection. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2775-2782, . (18/24260-5, 13/07375-0, 19/26283-5, 16/23698-1, 15/50122-0)

LOUZA, FELIPE A.; MHASKAR, NEERJA; SMYTH, W. F.. A new approach to regular & indeterminate strings. THEORETICAL COMPUTER SCIENCE, v. 854, p. 105-115, . (17/09105-0)

VEGA-OLIVEROS, DIDIER A.; COSTA, LUCIANO DA FONTOURA; RODRIGUES, FRANCISCO APARECIDO. Influence maximization by rumor spreading on correlated networks through community identification. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 83, . (15/22308-2, 11/50761-2, 15/50122-0, 13/07375-0, 16/23698-1, 18/24260-5)

VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; ROCHA, ANDERSON; BERTON, LILIAN. Link Prediction Based on Stochastic Information Diffusion. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, . (18/01722-3, 13/07375-0, 19/26283-5, 18/24260-5, 16/23698-1, 15/50122-0, 19/07665-4, 17/12646-3)

NETO VERRI, FILIPE ALVES; GUELERI, ROBERTO ALVES; ZHENG, QIUSHENG; ZHANG, JUNBAO; ZHAO, LIANG. Network community detection via iterative edge removal in a flocking-like system. European Physical Journal-Special Topics, . (15/50122-0, 19/07665-4, 13/08666-8, 13/25876-6)

VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, . (19/14429-5, 15/50122-0, 19/07665-4, 13/07375-0, 19/09817-6)

ANGHINONI, LEANDRO; VEGA-OLIVEROS, DIDIER A.; SILVA, THIAGO CHRISTIANO; ZHAO, LIANG. Time series pattern identification by hierarchical community detection. European Physical Journal-Special Topics, . (15/50122-0, 19/26283-5, 16/23698-1, 18/24260-5, 13/07375-0)

NOBRE, RENATO A.; DO NASCIMENTO, KHALIL C.; VARGAS, PATRICIA A.; BARIA VALEJO, ALAN DEMETRIUS; PESSIN, GUSTAVO; VILLAS, LEANDRO A.; ROCHA FILHO, GERALDO P.. AURORA: an autonomous agent-oriented hybrid trading service. NEURAL COMPUTING & APPLICATIONS, . (19/14429-5, 15/50122-0)

SILVA, FILIPI N.; VEGA-OLIVEROS, DIDIER A.; YAN, XIAORAN; FLAMMINI, ALESSANDRO; MENCZER, FILIPPO; RADICCHI, FILIPPO; KRAVITZ, BEN; FORTUNATO, SANTO. Detecting Climate Teleconnections With Granger Causality. Geophysical Research Letters, v. 48, n. 18, . (18/24260-5, 13/07375-0, 19/26283-5, 16/23698-1)

GAO, XUBO; ZHENG, QIUSHENG; VEGA-OLIVEROS, DIDIER A.; ANGHINONI, LEANDRO; ZHAO, LIANG. Temporal Network Pattern Identification by Community Modelling. SCIENTIFIC REPORTS, v. 10, n. 1, . (13/07375-0, 18/24260-5, 16/23698-1, 15/50122-0)

VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; BERTON, LILIAN. Evaluating link prediction by diffusion processes in dynamic networks. SCIENTIFIC REPORTS, v. 9, . (18/24260-5, 13/07375-0, 18/01722-3, 16/23698-1, 15/50122-0)

EGIDI, LAVINIA; LOUZA, FELIPE A.; MANZINI, GIOVANNI; TELLES, GUILHERME P.. External memory BWT and LCP computation for sequence collections with applications. Algorithms for Molecular Biology, v. 14, . (17/09105-0, 18/21509-2)

VEGA-OLIVEROS, DIDIER A.; MENDEZ-BERMULEZ, J. A.; RODRIGUES, FRANCISCO A.. Multifractality in random networks with power-law decaying bond strengths. Physical Review E, v. 99, n. 4, . (13/26416-9, 13/07375-0, 16/23698-1)

LOUZA, FELIPE A.; SMYTH, W. F.; MANZINIC, GIOVANNI; TELLES, GUILHERME P.. Lyndon array construction during Burrows-Wheeler inversion. JOURNAL OF DISCRETE ALGORITHMS, v. 50, p. 2-9, . (17/09105-0)

CARNEIRO, MURILLO G.; CHENG, RAN; ZHAO, LIANG; JIN, YAOCHU. Particle swarm optimization for network-based data classification. NEURAL NETWORKS, v. 110, p. 243-255, . (15/50122-0, 13/07375-0, 12/07926-3)

VEGA-OLIVERO, DIDIER A.; GOMES, PEDRO SPOLJARIC; MILIOS, EVANGELOS E.; BERTON, LILIAN. A multi-centrality index for graph-based keyword extraction. INFORMATION PROCESSING & MANAGEMENT, v. 56, n. 6, . (18/01722-3, 18/24260-5, 16/23698-1, 15/50122-0)

DE CASTRO SANTOS, MATHEUS A.; VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; BERTON, LILIAN. Classifying El Ni & x00F1;o-Southern Oscillation Combining Network Science and Machine Learning. IEEE ACCESS, v. 8, p. 55711-55723, . (18/01722-3, 18/24260-5, 16/23698-1, 15/50122-0, 18/04029-7)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

JUNIOR, Antonio Paulo Galdeano Damiance. Desenvolvimento de modelos dinâmicos para a formação de clusters aplicados em dados biológicos. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (04/12408-5

GUELERI, Roberto Alves. Agrupamento de dados baseado em comportamento coletivo e auto-organização. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (11/04586-4

CARNEIRO, Murillo Guimarães. Redes complexas para classificação de dados via conformidade de padrão, caracterização de importância e otimização estrutural. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (12/07926-3

BREVE, Fabricio Aparecido. Aprendizado de máquina em redes complexas. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (07/00222-2

GUELERI, Roberto Alves. Desenvolvimento de técnicas de aprendizado de máquina via sistemas dinâmicos coletivos. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (13/08666-8

SOUSA, Fabiano Berardo de. Análise de modelo de Hopfield com topologia de rede complexa. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (11/03881-2

CUPERTINO, Thiago Henrique. Aprendizado de máquina via processos dinâmicos em redes complexas. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (09/02036-7

LOPEZ, Jean Pierre Huertas. Análise de dados utilizando a medida de tempo de consenso em redes complexas. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (09/03588-3

BERTON, Lilian. Caracterização de classes e detecção de outliers em redes complexa. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (09/02985-9

SILVA, Thiago Christiano. Machine learning in complex networks: modeling, analysis, and applications. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (09/12329-1

VERRI, Filipe Alves Neto. Dinâmica coletiva em redes complexas para aprendizado de máquina. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (13/25876-6

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