Rodrigo Capobianco Guido

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 41

Top Topics

Wavelet Transform

Online Social Networks

Cepstral Coefficients

Signal Processing

Top Venues

IEEE Signal Process. Mag.

Biomed. Signal Process. Control.

Comput. Electron. Agric.

Publications

Rodrigo Colnago Contreras, Gustavo Luiz Heck, Monique Simplicio Viana, Marcelo Adriano dos Santos Bongarti, Hoda Zamani, Rodrigo Capobianco Guido
Metaheuristic Algorithms for Enhancing Multicepstral Representation in Voice Spoofing Detection: An Experimental Approach. ICSI (1) (2024)
Priyanka Gupta, Hemant A. Patil, Rodrigo Capobianco Guido
Vulnerability issues in Automatic Speaker Verification (ASV) systems. EURASIP J. Audio Speech Music. Process. 2024 (1) (2024)
Monique Simplicio Viana, Rodrigo Colnago Contreras, Paulo Cavalcanti Pessoa, Marcelo Adriano dos Santos Bongarti, Hoda Zamani, Rodrigo Capobianco Guido, Orides Morandin Junior
Massive Conscious Neighborhood-Based Crow Search Algorithm for the Pseudo-Coloring Problem. ICSI (1) (2024)
Rodrigo Colnago Contreras, Vitor Trevelin Xavier da Silva, Igor Trevelin Xavier da Silva, Monique Simplicio Viana, Francisco Lledo dos Santos, Rodrigo Bruno Zanin, Erico Fernandes Oliveira Martins, Rodrigo Capobianco Guido
Genetic Algorithm for Feature Selection Applied to Financial Time Series Monotonicity Prediction: Experimental Cases in Cryptocurrencies and Brazilian Assets. Entropy 26 (3) (2024)
Rodrigo Colnago Contreras, Monique Simplicio Viana, Everthon Silva Fonseca, Francisco Lledo dos Santos, Rodrigo Bruno Zanin, Rodrigo Capobianco Guido
An Experimental Analysis on Multicepstral Projection Representation Strategies for Dysphonia Detection. Sensors 23 (11) (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 40 (4) (2023)
Rodrigo Colnago Contreras, Monique Simplicio Viana, Rodrigo Capobianco Guido
An Experimental Analysis on Mapping Strategies for Cepstral Coefficients Multi-projection in Voice Spoofing Detection Problem. ICAISC (2) (2023)
Jogi Suda Neto, Li Deng, Thejaswi Raya, Reza Shahbazi, Nick Liu, Adhitya Venkatesh, Miral Shah, Neeru Khosla, Rodrigo Capobianco Guido
Trusting Language Models in Education. CoRR (2023)
Sylvio Barbon, Rodrigo Capobianco Guido, Gabriel Jonas Aguiar, Everton José Santana, Mario Lemes Proença Jr., Hemant A. Patil
Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners. Speech Commun. 152 (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 40 (5) (2023)
João Paulo Lemos Escola, Uender Barbosa de Souza, Rodrigo Capobianco Guido, Ivan Nunes da Silva, Jovander da Silva Freitas, Lucas de Araújo Oliveira
A mesh network case study for digital audio signal processing in Smart Farm. Internet Things 17 (2022)
Uender Barbosa de Souza, João Paulo Lemos Escola, Douglas Henrique Bottura Maccagnan, Leonardo da Cunha Brito, Rodrigo Capobianco Guido
Empirical mode decomposition applied to acoustic detection of a cicadid pest. Comput. Electron. Agric. 199 (2022)
Hong-Ning Dai, Hoang Pham, Arun Kumar Sangaiah, Rodrigo Capobianco Guido
Guest Editorial: Special Section on Next Generation Blockchain Technology With Industrial IoT in Industry 4.0. IEEE Trans. Ind. Informatics 18 (12) (2022)
João Paulo Lemos Escola, Uender Barbosa de Souza, Rodrigo Capobianco Guido, Ivan Nunes da Silva
The Haar Wavelet Transform in IoT Digital Audio Signal Processing. Circuits Syst. Signal Process. 41 (7) (2022)
Ankur T. Patil, Rajul Acharya, Hemant A. Patil, Rodrigo Capobianco Guido
Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection. Comput. Speech Lang. 72 (2022)
Tin Kam Ho, Yen-Fu Luo, Rodrigo Capobianco Guido
Explainability of Methods for Critical Information Extraction From Clinical Documents: A survey of representative works. IEEE Signal Process. Mag. 39 (4) (2022)
Tülay Adali, Rodrigo Capobianco Guido, Tin Kam Ho, Klaus-Robert Müller, Stephen C. Strother
Interpretability, Reproducibility, and Replicability [From the Guest Editors]. IEEE Signal Process. Mag. 39 (4) (2022)
Rodrigo Capobianco Guido
Nearly symmetric orthogonal wavelets for time-frequency-shape joint analysis: Introducing the discrete shapelet transform's third generation (DST-III) for nonlinear signal analysis. Commun. Nonlinear Sci. Numer. Simul. 97 (2021)
Rodrigo Capobianco Guido, Fernando Pedroso, Rodrigo Colnago Contreras, Luciene Cavalcanti Rodrigues, Emanuel Guariglia, Jogi Suda Neto
Introducing the Discrete Path Transform (DPT) and its applications in signal analysis, artefact removal, and spoken word recognition. Digit. Signal Process. 117 (2021)
Siddhant Gupta, Ankur T. Patil, Mirali Purohit, Mihir Parmar, Maitreya Patel, Hemant A. Patil, Rodrigo Capobianco Guido
Residual Neural Network precisely quantifies dysarthria severity-level based on short-duration speech segments. Neural Networks 139 (2021)
Alex Marino Gonçalves de Almeida, Claudineia Helena Recco, Rodrigo Capobianco Guido
Use of Paraconsistent Feature Engineering to support the Long Term Feature choice for Speaker Verification. FLAIRS Conference (2021)
Alex Marino Gonçalves de Almeida, Rodrigo Capobianco Guido
Knowledge-Based Wavelet Filters Prominently Detect Spoofed Speech. ISM (2021)
Gildasio Castello de Almeida Jr, Rodrigo Capobianco Guido, Jogi Suda Neto, João Marcos Rosa, Lilian Castiglioni, Luiz Carlos de Mattos, Cinara Cássia Brandão
Corneal Tomography Multivariate Index (CTMVI) effectively distinguishes healthy corneas from those susceptible to ectasia. Biomed. Signal Process. Control. 70 (2021)
João Paulo Lemos Escola, Rodrigo Capobianco Guido, Ivan Nunes da Silva, Alexandre Moraes Cardoso, Douglas Henrique Bottura Maccagnan, Artur Kenzo Dezotti
Automated acoustic detection of a cicadid pest in coffee plantations. Comput. Electron. Agric. 169 (2020)
Rodrigo Capobianco Guido, Fernando Pedroso, André Furlan, Rodrigo Colnago Contreras, Luiz Gustavo Caobianco, Jogi Suda Neto
CWT × DWT × DTWT × SDTWT: Clarifying terminologies and roles of different types of wavelet transforms. Int. J. Wavelets Multiresolution Inf. Process. 18 (6) (2020)
Everthon Silva Fonseca, Rodrigo Capobianco Guido, Sylvio Barbon Junior, Henrique Dezani, Rodrigo Rosseto Gati, Denis César Mosconi Pereira
Acoustic investigation of speech pathologies based on the discriminative paraconsistent machine (DPM). Biomed. Signal Process. Control. 55 (2020)
Rodrigo Capobianco Guido
Paraconsistent Feature Engineering [Lecture Notes]. IEEE Signal Process. Mag. 36 (1) (2019)
Rafael Rubiati Scalvenzi, Rodrigo Capobianco Guido, Norian Marranghello
Wavelet-packets Associated with Support Vector Machine Are Effective for Monophone Sorting in Music Signals. Int. J. Semantic Comput. 13 (3) (2019)
Rodrigo Capobianco Guido
Enhancing teager energy operator based on a novel and appealing concept: Signal mass. J. Frankl. Inst. 356 (4) (2019)
Saulo Martiello Mastelini, Victor Guilherme Turrisi da Costa, Everton Jose Santana, Felipe Kenji Nakano, Rodrigo Capobianco Guido, Ricardo Cerri, Sylvio Barbon Junior
Multi-Output Tree Chaining: An Interpretative Modelling and Lightweight Multi-Target Approach. J. Signal Process. Syst. 91 (2) (2019)
Rodrigo Capobianco Guido
A tutorial review on entropy-based handcrafted feature extraction for information fusion. Inf. Fusion 41 (2018)
Sylvio Barbon Junior, Victor G. Turrisi da Costa, Shi-Huang Chen, Rodrigo Capobianco Guido
U-Healthcare System for Pre-Diagnosis of Parkinson's Disease from Voice Signal. ISM (2018)
Sylvio Barbon Junior, Gabriel F. C. Campos, Gabriel M. Tavares, Rodrigo Augusto Igawa, Mario Lemes Proença Jr., Rodrigo Capobianco Guido
Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets. ACM Trans. Multim. Comput. Commun. Appl. 14 (1s) (2018)
Rodrigo Capobianco Guido
Fusing time, frequency and shape-related information: Introduction to the Discrete Shapelet Transform's second generation (DST-II). Inf. Fusion 41 (2018)
Rodrigo Capobianco Guido
Effectively Interpreting Discrete Wavelet Transformed Signals [Lecture Notes]. IEEE Signal Process. Mag. 34 (3) (2017)
Rodrigo Capobianco Guido
ZCR-aided neurocomputing: A study with applications. Knowl. Based Syst. 105 (2016)
Rodrigo Augusto Igawa, Sylvio Barbon, Katia Cristina Silva Paulo, Guilherme Sakaji Kido, Rodrigo Capobianco Guido, Mario Lemes Proença Jr., Ivan Nunes da Silva
Account classification in online social networks with LBCA and wavelets. Inf. Sci. 332 (2016)
Rodrigo Capobianco Guido
Corrigendum to "A tutorial on signal energy and its applications" [Neurocomputing 179 (29 February 2016) 264-282]. Neurocomputing 199 (2016)
Daniel Angelotti Armiato, Yuzo Yano, Vinícius Zani de Faveri, Rodrigo Capobianco Guido
Handwritten Signatures Verification Through Their Acoustic Patterns Based on the Discrete Wavelet-Packet Transform and Semantic-Matching Classifiers. Int. J. Semantic Comput. 10 (4) (2016)
Rodrigo Capobianco Guido
A tutorial on signal energy and its applications. Neurocomputing 179 (2016)
Rodrigo Capobianco Guido
Practical and Useful Tips on Discrete Wavelet Transforms [sp Tips & Tricks]. IEEE Signal Process. Mag. 32 (3) (2015)
Alexander Sepúlveda, Rodrigo Capobianco Guido, Germán Castellanos-Domínguez
Estimation of relevant time-frequency features using Kendall coefficient for articulator position inference. Speech Commun. 55 (1) (2013)
Rodrigo Capobianco Guido, Sylvio Barbon Junior, Regiane Denise Solgon, Katia Cristina Silva Paulo, Luciene Cavalcanti Rodrigues, Ivan Nunes da Silva, João Paulo Lemos Escola
Introducing the Discriminative Paraconsistent Machine (DPM). Inf. Sci. 221 (2013)
Danilo S. Jodas, Norian Marranghello, Aledir Silveira Pereira, Rodrigo Capobianco Guido
Comparing Support Vector Machines and Artificial Neural Networks in the Recognition Of Steering Angle for Driving of Mobile Robots Through Paths in Plantations. ICCS (2013)
Danilo Samuel Jodas, Norian Marranghello, Aledir Silveira Pereira, Rodrigo Capobianco Guido
Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations. IECON (2012)
Alexander Sepúlveda, Rodrigo Capobianco Guido, Germán Castellanos-Domínguez
Inference of Critical Articulator Position for Fricative Consonants. INTERSPEECH (2012)
Alexander Sepúlveda, Germán Castellanos-Domínguez, Rodrigo Capobianco Guido
Time-frequency relevant features for critical articulators movement inference. EUSIPCO (2012)
Lucimar Sasso Vieira, Rodrigo Capobianco Guido, Shi-Huang Chen
Introducing the Discrete Morphlet Transform and its Applications for Voice Conversion. ISM (2011)
André Augusto Spadoto, Rodrigo Capobianco Guido, Felipe L. Carnevali, Andre F. Pagnin, Alexandre X. Falcão, João P. Papa
Improving Parkinson's disease identification through evolutionary-based feature selection. EMBC (2011)
Rodrigo Capobianco Guido
A note on a practical relationship between filter coefficients and scaling and wavelet functions of Discrete Wavelet Transforms. Appl. Math. Lett. 24 (7) (2011)
Antonio Jose Homsi Goulart, Carlos Dias Maciel, Rodrigo Capobianco Guido, Katia Cristina Silva Paulo, Ivan Nunes da Silva
Music Genre Classification Based on Entropy and Fractal Lacunarity. ISM (2011)
João Paulo Papa, Andre Pagnin, Silvana Artioli Schellini, André Augusto Spadotto, Rodrigo Capobianco Guido, Moacir P. Ponti Jr., Giovani Chiachia, Alexandre X. Falcão
Feature selection through gravitational search algorithm. ICASSP (2011)
Shi-Huang Chen, Rodrigo Capobianco Guido, Trieu-Kien Truong, Yaotsu Chang
Improved voice activity detection algorithm using wavelet and support vector machine. Comput. Speech Lang. 24 (3) (2010)
João Paulo Papa, Aparecido Nilceu Marana, André Augusto Spadotto, Rodrigo Capobianco Guido, Alexandre X. Falcão
Robust and fast Vowel Recognition Using Optimum-Path Forest. ICASSP (2010)
Rodrigo Capobianco Guido, Jose Carlos Pereira, Jan Frans Willem Slaets
Emergent artificial intelligence approaches for pattern recognition in speech and language processing. Comput. Speech Lang. 24 (3) (2010)
Michel Alves Lacerda, Rodrigo Capobianco Guido, Leonardo Mendes de Souza, Paulo Ricardo Franchi Zulato, Jussara Ribeiro, Shi-Huang Chen
A Wavelet-Based Speaker Verification Algorithm. Int. J. Wavelets Multiresolution Inf. Process. 8 (6) (2010)
Rodrigo Capobianco Guido, Shi-Huang Chen, Sylvio Barbon Junior, Leonardo Mendes de Souza, Lucimar Sasso Vieira, Luciene Cavalcanti Rodrigues, João Paulo Lemos Escola, Paulo Ricardo Franchi Zulato, Michel Alves Lacerda, Jussara Ribeiro
On the Determination of Epsilon during Discriminative GMM Training. ISM (2010)
Shih-Hao Chen, Shi-Huang Chen, Rodrigo Capobianco Guido
Music Genre Classification Algorithm Based on Dynamic Frame Analysis and Support Vector Machine. ISM (2010)
André Augusto Spadotto, Ana Rita Gatto, Rodrigo Capobianco Guido, Arlindo Neto Montagnoli, Paula Cristina Cola, Jose Carlos Pereira, Arthur Oscar Schelp
Classification of normal swallowing and oropharyngeal dysphagia using wavelet. Appl. Math. Comput. 207 (1) (2009)
Rodrigo Capobianco Guido, Jose Carlos Pereira, Jan Frans Willem Slaets
Introduction to the special issue on Emergent Applications of Fractals and Wavelets in Biology and Biomedicine. Appl. Math. Comput. 207 (1) (2009)
Paulo Rogério Scalassara, Maria Eugenia Dajer, Carlos Dias Maciel, Rodrigo Capobianco Guido, Jose Carlos Pereira
Relative entropy measures applied to healthy and pathological voice characterization. Appl. Math. Comput. 207 (1) (2009)
Sylvio Barbon Junior, Rodrigo Capobianco Guido, Lucimar Sasso Vieira
A Neural-Network Approach for Speech Features Classification Based on Paraconsistent Logic. ISM (2009)
Shi-Huang Chen, Yu-Ren Luo, Rodrigo Capobianco Guido
Speaker Verification Using Line Spectrum Frequency, Formant, and Support Vector Machine. ISM (2009)
Paulo César Fantinato, Rodrigo Capobianco Guido, Shi-Huang Chen, Bruno Leonardo Silveira Santos, Lucimar Sasso Vieira, Sylvio Barbon Junior, Luciene Cavalcanti Rodrigues, Fabrício Lopes Sanchez, João Paulo Lemos Escola, Leonardo Mendes de Souza, Carlos Dias Maciel, Paulo Rogério Scalassara, Jose Carlos Pereira
A Fractal-Based Approach for Speech Segmentation. ISM (2008)
Rodrigo Capobianco Guido, Jose Carlos Pereira, Jan Frans Willem Slaets
Advances on computer-based biological signal processing techniques. Comput. Electr. Eng. 34 (2) (2008)
Tiago A. Docusse, Jullyene R. Furlani, Rodolfo P. Romano, Rodrigo Capobianco Guido, Shi-Huang Chen, Norian Marranghello, Aledir Silveira Pereira
Microcalcification enhancement and classification on mammograms using the wavelet transform. IJCNN (2008)
André Augusto Spadotto, João Paulo Papa, Ana Rita Gatto, Paula Cristina Cola, Jose Carlos Pereira, Rodrigo Capobianco Guido, Arthur Oscar Schelp, Carlos Dias Maciel, Arlindo Neto Montagnoli
Denoising swallowing sound to improve the evaluator's qualitative analysis. Comput. Electr. Eng. 34 (2) (2008)
Rodrigo Capobianco Guido, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Carlos Dias Maciel, Jose Carlos Pereira, Paulo Rogério Scalassara, Everthon Silva Fonseca
Introduction to the Discrete Shapelet Transform and a new paradigm: Joint time-frequency-shape analysis. ISCAS (2008)
Rodrigo Capobianco Guido, Jose Carlos Pereira
Introduction to the special issue on wavelet-based algorithms for medical problems. Comput. Biol. Medicine 37 (4) (2007)
Rodrigo Capobianco Guido, Jose Carlos Pereira, Jan Frans Willem Slaets
Advances on neural networks for speech and audio processing. Neurocomputing 71 (1-3) (2007)
Rodrigo Capobianco Guido, Jose Carlos Pereira, Jan Frans Willem Slaets
Introduction to the Special Issue: Advances on pattern recognition for speech and audio processing. Pattern Recognit. Lett. 28 (11) (2007)
Rodrigo Capobianco Guido, Li Deng, Shoji Makino
Guest Editors' Introduction: Special Section on Emergent Systems, Algorithms and Architectures for Speech-Based Human-Machine Interaction. IEEE Trans. Computers 56 (9) (2007)
Rodrigo Capobianco Guido, Lucimar Sasso Vieira, Sylvio Barbon Junior, Fabrício Lopes Sanchez, Carlos Dias Maciel, Everthon Silva Fonseca, Jose Carlos Pereira
A neural-wavelet architecture for voice conversion. Neurocomputing 71 (1-3) (2007)
Everthon Silva Fonseca, Rodrigo Capobianco Guido, Paulo Rogério Scalassara, Carlos Dias Maciel, Jose Carlos Pereira
Wavelet time-frequency analysis and least squares support vector machines for the identification of voice disorders. Comput. Biol. Medicine 37 (4) (2007)
Paulo Rogério Scalassara, Carlos Dias Maciel, Rodrigo Capobianco Guido, Jose Carlos Pereira, Everthon Silva Fonseca, Arlindo Neto Montagnoli, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez
Autoregressive decomposition and pole tracking applied to vocal fold nodule signals. Pattern Recognit. Lett. 28 (11) (2007)
Rodrigo Capobianco Guido
Guest Editor's Introduction. Int. J. Semantic Comput. 1 (3) (2007)
Rodrigo Capobianco Guido, Sylvio Barbon Junior, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Carlos Dias Maciel, Paulo Rogério Scalassara, Jose Carlos Pereira, Vitor Muller Puia
Spoken Document Summarization Based on Dynamic Time Warping and Wavelets. Int. J. Semantic Comput. 1 (3) (2007)
Rodrigo Capobianco Guido, Jan Frans Willem Slaets, Roland Köberle, Lírio Onofre Baptista de Almeida, Jose Carlos Pereira
A new technique to construct a wavelet transform matching a specified signal with applications to digital, real time, spike, and overlap pattern recognition. Digit. Signal Process. 16 (1) (2006)
Arlindo Neto Montagnoli, José Benaque Rubert, Rodrigo Capobianco Guido, Jose Carlos Pereira
Vocal Folds Vibrations with a Three-Dimensional Deformable Model. ISM (2006)
Rodrigo Capobianco Guido, Lucimar Sasso Vieira, Sylvio Barbon Junior, Fabrício Lopes Sanchez, Marcio Borges Alonso Guilherme, Kim Inocencio Cesar Sergio, Thais Lorasqui Scarpa, Everthon Silva Fonseca, Jose Carlos Pereira, Mauricio Monteiro
A Fractal and Wavelet-Based Approach for Audio Coding. ISM (2006)
Everthon Silva Fonseca, Rodrigo Capobianco Guido, Andre C. Silvestre, Jose Carlos Pereira
Discrete Wavelet Transform and Support Vector Machine Applied to Pathological Voice Signals Identification. ISM (2005)
Rodrigo Capobianco Guido, Lucimar Sasso Vieira, Fabrício Lopes Sanchez, Jan Frans Willem Slaets, Lyrio Onofre Almeida, Adilson Gonzaga, Marcelo Bianchi
A Matched FIR Filter Bank for Audio Coding.. ISM (2005)