Déjà vu: feature-space-time coherence from heterogeneous data for media integrity analytics and interpretation of events

• Grant number: 17/12646-3
• Support Opportunities: Research Projects - Thematic Grants
• Start date: December 01, 2017
• End date: November 30, 2023
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Anderson de Rezende Rocha
• Grantee: Anderson de Rezende Rocha
• Host Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• Pesquisadores principais: Hélio Pedrini
• Associated researchers: Adam Maciej Czajka ; Alexandre Mello Ferreira ; André Carlos Ponce de Leon Ferreira de Carvalho ; Eduardo Alves Do Valle Junior ; Edward John Delp Iii ; Fernanda Alcântara Andaló ; Gerberth Adín Ramírez Rivera ; Jacques Wainer ; Kevin Wilson Bowyer ; Kot Chi Chung Alex ; Lin Tzy Li ; Marcos André Gonçalves ; Paolo Bestagini ; Patrick Joseph Flynn ; Sandra Eliza Fontes de Avila ; Stefano Tubaro ; Walter Jerome Scheirer ; William Robson Schwartz ; Zanoni Dias
• Associated scholarship(s): 22/12201-0 - Fighting synthetic realities, BE.PQ; 19/26283-5 - Learning visual clues of the passage of time, BP.PD; 20/02211-2 - Provenance filtering and analysis, BP.DD; + associated scholarships 20/02241-9 - Pattern discovery and event highlight from heterogenous sources, BP.DD; 19/04053-8 - Event reconstruction from heterogeneous visual data, BP.DR; 19/15825-1 - Mining persons, objects and places of interest from heterogeneous data sources, BP.DD; 18/16214-3 - Heterogeneous data analysis for event detection, BP.MS; 18/18264-8 - Monitoring of events in social networks for data collection, information analysis and temporal synchronization, BP.IC; 18/15864-4 - Scientific integrity: analysis of Misconduct in images of scientific papers, BP.IC; 18/10204-6 - Fighting "Fake News" Through Authorship Attribution and Phylogeny Analysis, BP.DR; 18/16548-9 - Learning Visual Clues of the Passage of Time, BP.PD; 17/21957-2 - Learning Visual Clues of the Passage of Time, BP.DR; 18/05668-3 - Feature-space-time Coherence with Heterogeneous Data, BP.PD - associated scholarships

Abstract

In this research project, we focus on synchronizing specific events in space and time (X-coherence), fact-checking, and mining persons, objects and contents of interest from various and heterogeneous sources including - but not limited to - the internet, social media and surveillance imagery. For that, we seek to harness information from various media sources and synchronize the multiple textual and visual information pieces around the position of an event or object as well as order them so as to allow a better understanding about what happened before, during, and shortly after the event. After automatically organizing the data and understanding the order of the facts, we can devise and deploy solutions for mining persons or objects of interest for suspect analysis/tracking, fact checking, or even understanding the nature of the said event. Additionally, by exploring the possible existing links among different pieces of information, we aim at further designing and developing media integrity analytics tools to hint at existing forgeries, sensitive content (e.g., violent content, child pornography), and spreading patterns of multimedia objects online. With demanding and sophisticated crimes and terrorist threats becoming ever more pervasive, allied with the advent and spread of fake news, our objective is to use the developed solutions to help us answering the four most important questions in forensics regarding an event: "who," "in what circumstances," "why," and "how," thus identifying the characteristics and circumstances in which an event has taken place. (AU)

Scientific publications

(156)

(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)

MOREIRA, DANIEL; AVILA, SANDRA; PEREZ, MAURICIO; MORAES, DANIEL; TESTONI, VANESSA; VALLE, EDUARDO; GOLDENSTEIN, SIOME; ROCHA, ANDERSON. Multimodal data fusion for sensitive scene localization. Information Fusion, v. 45, p. 307-323, JAN 2019. (17/12646-3)

NAVARRO, LUIZ C.; NAVARRO, ALEXANDRE K. W.; GREGIO, ANDRE; ROCHA, ANDERSON; DAHAB, RICARDO. Leveraging ontologies and machine-learning techniques for malware analysis into Android permissions ecosystems. COMPUTERS & SECURITY, v. 78, p. 429-453, SEP 2018. (17/12646-3)

VERDE, SEBASTIANO; RESEK, THIAGO; MILANI, SIMONE; ROCHA, ANDERSON. Ground-to-Aerial Viewpoint Localization via Landmark Graphs Matching. IEEE SIGNAL PROCESSING LETTERS, v. 27, p. 1490-1494, 2020. (17/12646-3)

FOLEGO, GUILHERME; WEILER, MARINA; CASSEB, RAPHAEL F.; PIRES, RAMON; ROCHA, ANDERSON; I, ALZHEIMER'S DIS NEUROIMAGING; LIF, AUSTRALIAN IMAGING BIOMARKERS. Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, v. 8, OCT 30 2020. (17/12646-3)

MENDES JUNIOR, PEDRO RIBEIRO; BONDI, LUCA; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON. An In-Depth Study on Open-Set Camera Model Identification. IEEE ACCESS, v. 7, p. 180713-180726, 2019. (17/12646-3)

MIRANDA, GUILHERME HENRIQUE SANTOS; ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Approximation Algorithms for Sorting lambda-Permutations by lambda-Operations. ALGORITHMS, v. 14, n. 6, JUN 2021. (13/08293-7, 15/11937-9, 17/16871-1, 17/12646-3, 17/16246-0)

CORDOVA NEIRA, MANUEL ALBERTO; MENDES JUNIOR, PEDRO RIBEIRO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. Data-Fusion Techniques for Open-Set Recognition Problems. IEEE ACCESS, v. 6, p. 21242-U24, 2018. (14/50715-9, 17/20945-0, 16/50250-1, 13/50155-0, 15/24494-8, 14/12236-1, 17/12646-3, 13/50169-1)

MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; DOS SANTOS, JEFERSSON A.; PEDRINI, HELIO; HIROTA, MARINA; TORRES, RICARDO DA S.. A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geoscience and Remote Sensing Letters, v. 16, n. 2, p. 320-324, FEB 2019. (14/50715-9, 16/26170-8, 18/06918-3, 13/50155-0, 14/12236-1, 15/02105-0, 17/12646-3, 13/50169-1)

DE REZENDE, EDMAR R. S.; RUPPERT, GUILHERME C. S.; THEOPHILO, ANTONIO; TOKUDA, ERIC K.; CARVALHO, TIAGO. Exposing computer generated images by using deep convolutional neural networks. SIGNAL PROCESSING-IMAGE COMMUNICATION, v. 66, p. 113-126, AUG 2018. (17/12631-6, 17/12646-3)

SANTOS MIRANDA, GUILHERME HENRIQUE; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Sorting Permutations by lambda-Operations. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 25, n. 2, p. 98-121, 2019. (17/12646-3, 13/08293-7, 15/11937-9, 16/14132-4)

FERREIRA, ALEXANDRE; CARVALHO, TIAGO; ANDALO, FERNANDA; ROCHA, ANDERSON. Counteracting the contemporaneous proliferation of digital forgeries and fake news. Anais da Academia Brasileira de Ciências, v. 91, n. 1, 2019. (17/12646-3, 17/12631-6)

BRITO, ANDRE DE SOUZA; VIEIRA, MARCELO BERNARDES; VILLELA, SAULO MORAES; TACON, HEMERSON; CHAVES, HUGO DE LIMA; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO. Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 77, MAY 2021. (17/09160-1, 17/12646-3)

SHEN, BINGYU; FORSTALL, CHRISTOPHER W.; ROCHA, ANDERSON DE REZENDE; SCHEIRER, WALTER J.. Practical Text Phylogeny for Real-World Settings. IEEE ACCESS, v. 6, p. 41002-41012, 2018. (17/12646-3)

BRITO, KLAIRTON LIMA; JEAN, GERALDINE; FERTIN, GUILLAUME; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Sorting by Genome Rearrangements on Both Gene Order and Intergenic Sizes. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 27, n. 2, DEC 2019. (17/12646-3, 17/16246-0, 15/11937-9)

ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. Motion energy image for evaluation of video stabilization. VISUAL COMPUTER, v. 35, n. 12, p. 1769-1781, DEC 2019. (17/12646-3, 14/12236-1)

OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. Relevance prediction in similarity-search systems using extreme value theory. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, APR 2019. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)

RODRIGUES, CAROLINE MAZINI; SORIANO-VARGAS, AUREA; LAVI, BAHRAM; ROCHA, ANDERSON; DIAS, ZANONI. Manifold Learning for Real-World Event Understanding. IEEE Transactions on Information Forensics and Security, v. 16, p. 2957-2972, 2021. (18/16548-9, 18/16214-3, 17/16246-0, 15/11937-9, 18/05668-3, 13/08293-7, 17/12646-3, 17/16871-1)

QUISPE, RODOLFO; LAN, CUILING; ZENG, WENJUN; PEDRINI, HELIO. AttributeNet: Attribute enhanced vehicle re-identification. Neurocomputing, v. 465, p. 84-92, NOV 20 2021. (17/12646-3)

QUISPE, RODOLFO; PEDRINI, HELIO. Improved person re-identification based on saliency and semantic parsing with deep neural network models. Image and Vision Computing, v. 92, DEC 2019. (17/12646-3)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; MIRANDA, GUILHERME HENRIQUE SANTOS; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Length-weighted lambda-rearrangement distance. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 41, n. 3, p. 579-602, APR 2021. (17/16246-0, 15/11937-9, 17/12646-3)

MOREIRA, THIERRY PINHEIRO; MENOTTI, DAVID; PEDRINI, HELIO. Video action recognition based on visual rhythm representation. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 71, p. 14-pg., 2020-08-01. (17/12646-3, 14/12236-1, 15/03156-7)

CORNEJO, JADISHA YARIF RAMIREZ; PEDRINI, HELIO; IEEE. Audio-Visual Emotion Recognition Using a Hybrid Deep Convolutional Neural Network based on Census Transform. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), v. N/A, p. 7-pg., 2019-01-01. (17/12646-3)

CHEN, THIAGO DONG; DE OLIVEIRA, GABRIEL BIANCHIN; DIAS, ZANONI; ROCHA, AP; STEELS, L; VANDENHERIK, J. Ensemble of Patches for COVID-19 X-Ray Image Classification. ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., 2022-01-01. (15/11937-9, 17/12646-3)

TACON, HEMERSON; BRITO, ANDRE S.; CHAVES, HUGO L.; VIEIRA, MARCELO BERNARDES; VILLELA, SAULO MORAES; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO; MISRA, S; GERVASI, O; et al. Human Action Recognition Using Convolutional Neural Networks with Symmetric Time Extension of Visual Rhythms. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2019, PT I, v. 11619, p. 16-pg., 2019-01-01. (17/09160-1, 17/12646-3)

CHAVES, HUGO DE LIMA; RIBEIRO, KEVYN SWHANTS; BRITO, ANDRE DE SOUZA; TACON, HEMERSON; VIEIRA, MARCELO BERNARDES; CERQUEIRA, AUGUSTO SANTIAGO; VILLELA, SAULO MORAES; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO; et al. Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos. VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 10-pg., 2020-01-01. (17/09160-1, 17/12646-3)

CARNEIRO, SARAH ALMEIDA; DA SILVA, GABRIEL PELLEGRINO; GUIMARAES, SILVIO JAMIL F.; PEDRINI, HELIO; IEEE. Fight Detection in Video Sequences Based on Multi-Stream Convolutional Neural Networks. 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2019-01-01. (17/12646-3, 14/12236-1)

PEIXOTO, BRUNO M.; LAVI, BAHRAM; DIAS, ZANONI; ROCHA, ANDERSON. Harnessing high-level concepts, visual, and auditory features for violence detection in videos. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 78, JUL 2021. (17/12646-3, 18/05668-3)

BROGAN, JOEL; BHARATI, APARNA; MOREIRA, DANIEL; ROCHA, ANDERSON; BOWYER, KEVIN W.; FLYNN, PATRICK J.; SCHEIRER, WALTER J.. Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval. IEEE Transactions on Image Processing, v. 30, p. 6892-6905, 2021. (17/12646-3)

VARGAS MUNOZ, JAVIER A.; DIAS, ZANONI; TORRES, RICARDO DA SILVA. A genetic programming approach for searching on nearest neighbors graphs. MULTIMEDIA TOOLS AND APPLICATIONS, v. 81, n. 16, p. 24-pg., 2022-03-18. (14/12236-1, 17/20945-0, 13/50155-0, 13/50169-1, 17/12646-3, 15/11937-9, 16/50250-1, 15/24494-8, 17/16246-0, 14/50715-9)

KUEHLKAMP, ANDREY; PINTO, ALLAN; ROCHA, ANDERSON; BOWYER, KEVIN W.; CZAJKA, ADAM. Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. IEEE Transactions on Information Forensics and Security, v. 14, n. 6, p. 1419-1431, JUN 2019. (17/12646-3)

AMORIM, PAULO; MORAES, THIAGO; SILVA, JORGE; PEDRINI, HELIO; TREMEAU, A; IMAI, F; BRAZ, J. 3D Adaptive Histogram Equalization Method for Medical Volumes. VISAPP: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 4: VISAPP, v. N/A, p. 8-pg., 2018-01-01. (17/12646-3, 14/12236-1, 13/07559-3)

DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; IEEE. Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., 2020-01-01. (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)

LAVI, BAHRAM; NASCIMENTO, JOSE; ROCHA, ANDERSON; IEEE. SEMI-SUPERVISED FEATURE EMBEDDING FOR DATA SANITIZATION IN REAL-WORLD EVENTS. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), v. N/A, p. 5-pg., 2021-01-01. (17/12646-3, 20/02241-9, 18/05668-3)

OLIVEIRA, GABRIEL; DAVID, LUCAS; PADILHA, RAFAEL; DA SILVA, ANA PAULA; DE PAULA, FRANCINE; INFANTE, LUCAS; JORGE, LUCIO; XAVIER, PATRICIA; DIAS, ZANONI; ROCHA, AP; et al. Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification. ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., 2022-01-01. (17/12646-3, 15/11937-9, 17/21957-2)

DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; XAVIER-JUNIOR, JC; RIOS, RA. Protein Molecular Function Annotation Based on Transformer Embeddings. INTELLIGENT SYSTEMS, PT II, v. 13654, p. 11-pg., 2022-01-01. (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)

BHARATI, APARNA; MOREIRA, DANIEL; BROGAN, JOEL; HALE, PATRICIA; BOWYER, KEVIN W.; FLYNN, PATRICK J.; ROCHA, ANDERSON; SCHEIRER, WALTER J.; IEEE. Beyond Pixels: Image Provenance Analysis Leveraging Metadata. 2019 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), v. N/A, p. 11-pg., 2019-01-01. (17/12646-3)

PINHEIRO, PEDRO OLIMPIO; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DE SOUZA, CID CARVALHO; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. Heuristics for Breakpoint Graph Decomposition with Applications in Genome Rearrangement Problems. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., 2020-01-01. (19/25410-3, 13/08293-7, 19/27331-3, 17/12646-3, 15/11937-9)

XIMENES, ELIAS; PEDRINI, HELIO; IEEE. Space-Time Graphs Based on Interest Point Tracking for Sign Language. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), v. N/A, p. 6-pg., 2019-01-01. (17/12646-3)

MENDOZA, JULIO; PEDRINI, HELIO; FARINELLA, GM; RADEVA, P; BRAZ, J. Self-supervised Depth Estimation based on Feature Sharing and Consistency Constraints. VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 8-pg., 2020-01-01. (17/12646-3, 18/00031-7)

CONCHA, DARWIN TTITO; MAIA, HELENA DE ALMEIDA; PEDRINI, HELIO; TACON, HEMERSON; BRITO, ANDRE DE SOUZA; CHAVES, HUGO DE LIMA; VIEIRA, MARCELO BERNARDES; WANI, MA; KANTARDZIC, M; SAYEDMOUCHAWEH, M; et al. Multi-Stream Convolutional Neural Networks for Action Recognition in Video Sequences Based on Adaptive Visual Rhythms. 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), v. N/A, p. 8-pg., 2018-01-01. (17/09160-1, 17/12646-3)

DANTAS, ANA PAULA S.; DE SOUZA, CID C.; DIAS, ZANONI. A heuristic for the convex recoloring problem in graphs. International Transactions in Operational Research, v. 29, n. 3, p. 1454-1478, MAY 2022. (17/16246-0, 17/12646-3, 15/11937-9, 18/04760-3)

OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. orting Permutations by Intergenic Operation. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2080-2093, NOV 1 2021. (19/27331-3, 13/08293-7, 17/12646-3, 15/11937-9)

OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; BULTEAU, LAURENT; DIAS, ULISSES; DIAS, ZANONI. Sorting Signed Permutations by Intergenic Reversals. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2870-2876, NOV 1 2021. (13/08293-7, 19/27331-3, 17/16246-0, 17/12646-3)

ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO. Survey on visual rhythms: A spatio-temporal representation for video sequences. Neurocomputing, v. 402, p. 409-422, AUG 18 2020. (17/12646-3, 17/09160-1)

PINTO, ALLAN; GOLDENSTEIN, SIOME; FERREIRA, ALEXANDRE; CARVALHO, TIAGO; PEDRINI, HELIO; ROCHA, ANDERSON. Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Transactions on Information Forensics and Security, v. 15, p. 3347-3358, 2020. (17/12646-3, 19/16253-1, 17/12631-6)

DELAFIORI, JEANY; NAVARRO, LUIZ CLAUDIO; SICILIANO, RINALDO FOCACCIA; DE MELO, GISELY CARDOSO; BRANDT BUSANELLO, ESTELA NATACHA; NICOLAU, JOSE CARLOS; SALES, GEOVANA MANZAN; DE OLIVEIRA, ARTHUR NOIN; ALMEIDA VAL, FERNANDO FONSECA; DE OLIVEIRA, DIOGO NOIN; et al. Covid-19 Automated Diagnosis and Risk Assessment through Metabolomics and Machine Learning. Analytical Chemistry, v. 93, n. 4, p. 2471-2479, FEB 2 2021. (20/04705-2, 20/05369-6, 18/10052-1, 19/05718-3, 17/12646-3)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. On the Complexity of Some Variations of Sorting by Transpositions. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 26, n. 9, p. 1076-1094, 2020. (13/08293-7, 15/11937-9, 19/27331-3, 17/12646-3)

VEGA-OLIVEROS, DIDIER A. A.; KOREN, ORE. Measuring Spatiotemporal Civil War Dimensions Using Community-Based Dynamic Network Representation (CoDNet). IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, v. N/A, p. 11-pg., 2023-02-10. (17/12646-3, 18/24260-5, 19/26283-5, 16/23698-1)

PADILHA, RAFAEL; ANDALO, FERNANDA A.; LAVI, BAHRAM; PEREIRA, LUIS A. M.; ROCHA, ANDERSON. Temporally sorting images from real-world events. PATTERN RECOGNITION LETTERS, v. 147, p. 212-219, JUL 2021. (17/21957-2, 18/16548-9, 18/05668-3, 17/12646-3)

SIQUEIRA, GABRIEL; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ZANONI. Signed rearrangement distances considering repeated genes, intergenic regions, and indels. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 46, n. 2, p. 36-pg., 2023-09-01. (21/13824-8, 13/08293-7, 17/12646-3, 15/11937-9)

COTRIM, ANDERSON NOGUEIRA; PEDRINI, HELIO; REFORMAT, M; ZHANG, D; BOURBAKIS, N. Multiscale Approach in Deep Convolutional Networks for Minutia Extraction from Contactless Fingerprint Images. 2022 IEEE 34TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, ICTAI, v. N/A, p. 8-pg., 2022-01-01. (17/12646-3)

KONG, CHENQI; CHEN, BAOLIANG; LI, HAOLIANG; WANG, SHIQI; ROCHA, ANDERSON; KWONG, SAM. Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales. IEEE Transactions on Information Forensics and Security, v. 17, p. 16-pg., 2022-01-01. (17/12646-3)

SANTOS, GEISE; TAVARES, TIAGO; ROCHA, ANDERSON. Reliability and generalization of gait biometrics using 3D inertial sensor data and 3D optical system trajectories. SCIENTIFIC REPORTS, v. 12, n. 1, p. 15-pg., 2022-05-19. (17/12646-3)

ALBARRACIN, JUAN F. H.; OLIVEIRA, RAFAEL S.; HIROTA, MARINA; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. A Soft Computing Approach for Selecting and Combining Spectral Bands. REMOTE SENSING, v. 12, n. 14, JUL 2020. (15/02105-0, 14/50715-9, 13/50169-1, 16/08085-3, 14/12236-1, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)

RAIMUNDO, MARCOS M.; DRUMOND, THALITA F.; MARQUES, ALAN CAIO R.; LYRA, CHRISTIANO; ROCHA, ANDERSON; VON ZUBEN, FERNANDO J.. Exploring multiobjective training in multiclass classification. Neurocomputing, v. 435, p. 307-320, MAY 7 2021. (16/19080-2, 14/11125-1, 14/13533-0, 17/12646-3)

PADILHA, RAFAEL; SALEM, TAWFIQ; WORKMAN, SCOTT; ANDALO, FERNANDA A.; ROCHA, ANDERSON; JACOBS, NATHAN. Content-Aware Detection of Temporal Metadata Manipulation. IEEE Transactions on Information Forensics and Security, v. 17, p. 12-pg., 2022-01-01. (17/21957-2, 19/15822-2, 17/12646-3)

JORDAO, ARTUR; PEDRINI, HELIO; IEEE COMP SOC. On the Effect of Pruning on Adversarial Robustness. 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), v. N/A, p. 11-pg., 2021-01-01. (17/12646-3)

BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ULISSES; DIAS, ZANONI; FERREIRA, CE; LEE, O; MIYAZAWA, FK. Reversal and Transposition Distance of Genomes Considering Flexible Intergenic Regions. PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 9-pg., 2021-01-01. (17/12646-3, 19/27331-3, 15/11937-9, 13/08293-7)

SOUSA E SANTOS, ANDERSON CARLOS; PEDRINI, HELIO; TREMEAU, A; FARINELLA, GM; BRAZ, J. Spatio-temporal Video Autoencoder for Human Action Recognition. PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 5, v. N/A, p. 10-pg., 2019-01-01. (17/12646-3)

SCHWARZ, STEPHANE; THEOPHILO, ANTONTO; ROCHA, ANDERSON; IEEE. EMET: EMBEDDINGS FROM MULTILINGUAL-ENCODER TRANSFORMER FOR FAKE NEWS DETECTION. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., 2020-01-01. (18/10204-6, 17/12646-3)

LAYZA, JAIME ROCCA; PEDRINI, HELIO; TORRES, RICARDO DA SILVA; IEEE. 1-to-N Large Margin Classifier. 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., 2020-01-01. (17/12646-3)

THEOPHILO, ANTONIO; PEREIRA, LUIS A. M.; ROCHA, ANDERSON; IEEE. A NEEDLE IN A HAYSTACK? HARNESSING ONOMATOPOEIA AND USER-SPECIFIC STYLOMETRICS FOR AUTHORSHIP ATTRIBUTION OF MICRO-MESSAGES. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3, 18/10204-6)

CIRNE, MARCOS; ANDALO, FERNANDA; DIAS, RAFAEL; RESEK, THIAGO; BERTOCCO, GABRIEL; TORRES, RICARDO DA S.; ROCHA, ANDERSON; IEEE. DEEP FACE VERIFICATION FOR SPHERICAL IMAGES. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2019-01-01. (13/50155-0, 14/12236-1, 17/12646-3, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

KONG, CHENQI; ZHENG, KEXIN; WANG, SHIQI; ROCHA, ANDERSON; LI, HAOLIANG. Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones. IEEE Transactions on Information Forensics and Security, v. 17, p. 16-pg., 2022-01-01. (17/12646-3)

DA SILVA VASCONCELOS, RAIMUNDO CLAUDIO; PEDRINI, HELIO; RIMACDRLJE, S; ZAGAR, D; GALIC, I; MARTINOVIC, G; VRANJES, D; HABIJAN, M. Estimation of Fingerprint Image Quality Based on Neighborhood Strengthness Homogeneity. PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2019), v. N/A, p. 6-pg., 2019-01-01. (17/12646-3)

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TEIXEIRA, VINICIUS; BRAZ, LEODECIO; PEDRINI, HELIO; DIAS, ZANONI; PAIVA, AC; CONCI, A; BRAZ, G; ALMEIDA, JDS; FERNANDES, LAF. DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-Rays. PROCEEDINGS OF THE 2020 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), 27TH EDITION, v. N/A, p. 6-pg., 2020-01-01. (17/16246-0, 19/20875-8, 17/12646-3, 15/11937-9)

PEIXOTO, BRUNO; LAVI, BAHRAM; BESTAGINI, PAOLO; DIAS, ZANONI; ROCHA, ANDERSON; IEEE. MULTIMODAL VIOLENCE DETECTION IN VIDEOS. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., 2020-01-01. (18/05668-3, 17/12646-3)

DA SILVA VASCONCELOS, RAIMUNDO CLAUDIO; PEDRINI, HELIO; TREMEAU, A; FARINELLA, GM; BRAZ, J. Fingerprint Image Segmentation based on Oriented Pattern Analysis. PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 5, v. N/A, p. 8-pg., 2019-01-01. (17/12646-3)

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PINTO, ALLAN; CORDOVA, MANUEL A.; DECKER, LUIS G. L.; FLORES-CAMPANA, JOSE L.; SOUZA, MARCOS R.; DOS SANTOS, ANDREZA A.; CONCEICAO, JHONATAS S.; GAGLIARDI, HENRIQUE F.; LUVIZON, DIOGO C.; TORRES, RICARDO DA S.; et al. PARALLAX MOTION EFFECT GENERATION THROUGH INSTANCE SEGMENTATION AND DEPTH ESTIMATION. 2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2020-01-01. (19/16253-1, 16/50250-1, 17/12646-3)

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ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI; JANSSON, J; MARTINVIDE, C; VEGARODRIGUEZ, MA. Approximation Algorithms for Sorting Permutations by Fragmentation-Weighted Operations. ALGORITHMS FOR COMPUTATIONAL BIOLOGY (ALCOB 2018), v. 10849, p. 12-pg., 2018-01-01. (17/12646-3, 16/14132-4, 15/11937-9, 13/08293-7, 17/16871-1)

MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; OLIVEIRA, RAFAEL S.; VERBESSELT, JAN; HIROTA, MARINA; TORRES, RICARDO DA S.. Tucuma A toolbox for spatiotemporal remote sensing image analysis. IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, v. 7, n. 3, p. 13-pg., 2019-09-01. (13/50169-1, 13/50155-0, 14/12236-1, 15/02105-0, 17/12646-3, 18/06918-3, 14/50715-9, 16/26170-8, 16/08085-3)

OLIVEIRA, ALBERTO; ROCHA, ANDERSON; IEEE. SCORE-BASED LEARNING FOR RELEVANCE PREDICTION IN IMAGE SIMILARITY SEARCH. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; SANTOS MIRANDA, GUILHERME HENRIQUE; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Approximation Algorithms for Sorting Permutations by Length-Weighted Short Rearrangements. ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, v. 346, p. 12-pg., 2019-08-30. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)

BRITO, KLAIRTON LIMA; JEAN, GERALDINE; FERTIN, GUILLAUME; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI; CAI, Z; SKUMS, P; LI, M. Sorting by Reversals, Transpositions, and Indels on Both Gene Order and Intergenic Sizes. BIOINFORMATICS RESEARCH AND APPLICATIONS, ISBRA 2019, v. 11490, p. 12-pg., 2019-01-01. (13/08293-7, 17/16246-0, 17/12646-3, 15/11937-9)

SANTOS MIRANDA, GUILHERME HENRIQUE; ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI; ALVES, R. Sorting lambda-Permutations by lambda-Operations. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2018, v. 11228, p. 13-pg., 2018-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)

SOUZA, MARCOS R.; PEDRINI, HELIO. Digital video stabilization based on adaptive camera trajectory smoothing. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, MAY 30 2018. (14/12236-1, 17/12646-3)

DANTAS, ANA PAULA S.; DE SOUZA, CID C.; DIAS, ZANONI. A heuristic for the convex recoloring problem in graphs. International Transactions in Operational Research, NOV 2020. (15/11937-9, 17/12646-3, 18/04760-3, 17/16246-0)

MORAES, THIAGO; AMORIM, PAULO; DA SILVA, JORGE VICENTE; PEDRINI, HELIO. Medical image interpolation based on 3D Lanczos filtering. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, NOV 2019. (14/12236-1, 17/12646-3)

PIRES, RAMON; AVILA, SANDRA; WAINER, JACQUES; VALLE, EDUARDO; ABRAMOFF, MICHAEL D.; ROCHA, ANDERSON. A data-driven approach to referable diabetic retinopathy detection. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 96, n. SI, p. 93-106, MAY 2019. (17/12646-3)

ODIR RODRIGUES MELO, CARLOS FERNANDO; NAVARRO, LUIZ CLAUDIO; DE OLIVEIRA, DIOGO NOIN; GUERREIRO, TATIANE MELINA; LIMA, ESTELA DE OLIVEIRA; DELAFIORI, JEANY; DABAJA, MOHAMED ZIAD; RIBEIRO, MARTA DA SILVA; DE MENEZES, MAICO; MARTINS RODRIGUES, RAFAEL GUSTAVO; et al. A Machine Learning Application Based in Random Forest for Integrating Mass Spectrometry-Based Metabolomic Data: A Simple Screening Method for Patients With Zika Virus. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, v. 6, APR 11 2018. (14/00302-0, 11/50400-0, 15/06809-1, 16/17066-2, 17/12646-3)

FERREIRA, ANSELMO; FELIPUSSI, SIOVANI C.; PIRES, RAMON; AVILA, SANDRA; SANTOS, GEISE; LAMBERT, JORGE; HUANG, JIWU; ROCHA, ANDERSON. Eyes in the Skies: A Data-Driven Fusion Approach to Identifying Drug Crops From Remote Sensing Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 12, n. 12, p. 4773-4786, DEC 2019. (17/12646-3)

PADILHA, RAFAEL; RODRIGUES, CAROLINE MAZINI; ANDALO, FERNANDA; BERTOCCO, GABRIEL; DIAS, ZANONI; ROCHA, ANDERSON. Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. IEEE SECURITY & PRIVACY, v. 18, n. 6, p. 23-32, NOV 2020. (18/16214-3, 17/21957-2, 17/12646-3)

LI, HAOLIANG; HE, PEISONG; WANG, SHIQI; ROCHA, ANDERSON; JIANG, XINGHAO; KOT, ALEX C.. Learning Generalized Deep Feature Representation for Face Anti-Spoofing. IEEE Transactions on Information Forensics and Security, v. 13, n. 10, p. 2639-2652, OCT 2018. (17/12646-3)

AMORIM, PAULO; MORAES, THIAGO; FAZANARO, DALTON; SILVA, JORGE; PEDRINI, HELIO. Shearlet and contourlet transforms for analysis of electrocardiogram signals. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 161, p. 125-132, JUL 2018. (14/12236-1, 17/12646-3)

ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; SOUZA E SANTOS, ANDERSON CARLOS; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO. Multi-Script Video Caption Localization Based on Visual Rhythms. APPLIED ARTIFICIAL INTELLIGENCE, v. 36, n. 1, p. 32-pg., 2022-02-05. (17/12646-3)

OLIVEIRA, ANDRE R.; JEAN, GERALDINE; FERTIN, GUILLAUME; DIAS, ULISSES; DIAS, ZANONI. Super short operations on both gene order and intergenic sizes. Algorithms for Molecular Biology, v. 14, n. 1, NOV 5 2019. (17/12646-3, 17/16246-0, 13/08293-7, 15/11937-9)

OLIVEIRA, ANDRE RODRIGUES; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. On the Complexity of Sorting by Reversals and Transpositions Problems. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 26, n. 11, p. 1223-1229, NOV 1 2019. (13/08293-7, 17/16246-0, 15/11937-9, 17/12646-3)

MUNOZ, JAVIER VARGAS; GONCALVES, MARCOS A.; DIAS, ZANONI; TORRES, RICARDO DA S.. Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. PATTERN RECOGNITION, v. 96, DEC 2019. (14/50715-9, 16/50250-1, 17/16246-0, 17/20945-0, 14/12236-1, 13/50169-1, 15/11937-9, 17/12646-3, 13/50155-0, 15/24494-8)

BOLLIS, EDSON; MAIA, HELENA; PEDRINI, HELIO; AVILA, SANDRA. Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 195, p. 11-pg., 2022-04-01. (20/09838-0, 13/08293-7, 17/12646-3)

DIAS, ULISSES; OLIVEIRA, ANDRE RODRIGUES; BRITO, KLAIRTON LIMA; DIAS, ZANONI; KOWADA, L; DEOLIVEIRA, D. Block-Interchange Distance Considering Intergenic Regions. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2019, v. 11347, p. 12-pg., 2020-01-01. (17/12646-3, 15/11937-9, 17/16246-0)

THEOPHILO, ANTONIO; PADILHA, RAFAEL; ANDALO, FERNANDA A.; ROCHA, ANDERSON; IEEE. EXPLAINABLE ARTIFICIAL INTELLIGENCE FOR AUTHORSHIP ATTRIBUTION ON SOCIAL MEDIA. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2022-01-01. (17/12646-3, 18/10204-6, 17/21957-2)

BRITO, KLAIRTON LIMA; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. Sorting by Reversals and Transpositions with Proportion Restriction. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., 2020-01-01. (19/27331-3, 13/08293-7, 17/12646-3, 15/11937-9)

DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; PAIVA, AC; CONCI, A; BRAZ, G; ALMEIDA, JDS; FERNANDES, LAF. Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. PROCEEDINGS OF THE 2020 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), 27TH EDITION, v. N/A, p. 6-pg., 2020-01-01. (17/16246-0, 19/20875-8, 17/12646-3, 15/11937-9)

ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. Visual rhythms for qualitative evaluation of video stabilization. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, v. 2020, n. 1, MAY 18 2020. (14/12236-1, 17/12646-3)

PIRES, RAMON; AVILA, SANDRA; WAINER, JACQUES; VALLE, EDUARDO; ABRAMOFF, MICHAEL D.; ROCHA, ANDERSON. A data-driven approach to referable diabetic retinopathy detection. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 96, p. 14-pg., 2019-05-01. (17/12646-3)

PINHEIRO, GIULIANO; CIRNE, MARCOS; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON; IEEE. DETECTION AND SYNCHRONIZATION OF VIDEO SEQUENCES FOR EVENT RECONSTRUCTION. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3)

MENDES JUNIOR, PEDRO RIBEIRO; BONDI, LUCA; BESTAGINI, PAOLO; ROCHA, ANDERSON; TUBARO, STEFANO; IEEE. A PRNU-BASED METHOD TO EXPOSE VIDEO DEVICE COMPOSITIONS IN OPEN-SET SETUPS. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3)

SOUSA E SANTOS, ANDERSON CARLOS; MAIA, HELENA DE ALMEIDA; ROBERTO E SOUZA, MARCOS; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO; FARINELLA, GM; RADEVA, P; BRAZ, J. Fuzzy Fusion for Two-stream Action Recognition. VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 7-pg., 2020-01-01. (17/12646-3, 17/09160-1)

TACON, HEMERSON; BRITO, ANDRE DE SOUZA; CHAVES, HUGO DE LIMA; VIEIRA, MARCELO BERNARDES; VILLELA, SAULO MORAES; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO; FARINELLA, GM; RADEVA, P; et al. Multi-stream Architecture with Symmetric Extended Visual Rhythms for Deep Learning Human Action Recognition. VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 8-pg., 2020-01-01. (17/12646-3, 17/09160-1)

SOUZA, MARCOS R.; PEDRINI, HELIO. Digital video stabilization based on adaptive camera trajectory smoothing. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, v. N/A, p. 11-pg., 2018-05-30. (14/12236-1, 17/12646-3)

OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; DIAS, ULISSES; DIAS, ZANONI; ALVES, R. Super Short Reversals on Both Gene Order and Intergenic Sizes. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2018, v. 11228, p. 12-pg., 2018-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)

OLIVEIRA, ANDRE RODRIGUES; BRITO, KLAIRTON LIMA; DIAS, ZANONI; DIAS, ULISSES; ALVES, R. Sorting by Weighted Reversals and Transpositions. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2018, v. 11228, p. 12-pg., 2018-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)

LEYVA, ROBERTO; SANTOS, GEISE; ROCHA, ANDERSON; SANCHEZ, VICTOR; LI, CHANG-TSUN; IEEE. Accelerometer Dense Trajectories for Activity Recognition and People Identification. 2019 7TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS (IWBF), v. N/A, p. 6-pg., 2019-01-01. (17/12646-3)

DE MELLO, FELIPE LOPES; DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; RUTKOWSKI, L; SCHERER, R; KORYTKOWSKI, M; PEDRYCZ, W; TADEUSIEWICZ, R; ZURADA, JM. Prediction of Protein Molecular Functions Using Transformers. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2022, PT II, v. 13589, p. 9-pg., 2023-01-01. (17/16246-0, 19/20875-8, 17/12646-3, 15/11937-9)

PEIXOTO, BRUNO MALVEIRA; AVILA, SANDRA; DIAS, ZANONI; ROCHA, ANDERSON; ACM. Breaking down violence: A deep-learning strategy to model and classify violence in videos. 13TH INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY AND SECURITY (ARES 2018), v. N/A, p. 7-pg., 2019-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)

RODRIGUES, CAROLINE MAZINI; PEREIRA, LUIS; ROCHA, ANDERSON; DIAS, ZANONI; IEEE. Image Semantic Representation for Event Understanding. 2019 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., 2019-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 18/16548-9, 18/16214-3, 17/16871-1)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Reversal and Indel Distance With Intergenic Region Information. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 20, n. 3, p. 13-pg., 2023-05-01. (13/08293-7, 19/27331-3, 15/11937-9, 17/12646-3)

BERTOCCO, GABRIEL; THEOPHILO, ANTONIO; ANDALO, FERNANDA; ROCHA, ANDERSON. Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution. IEEE Transactions on Information Forensics and Security, v. 18, p. 15-pg., 2023-01-01. (19/15825-1, 18/10204-6, 17/12646-3)

PEIXOTO, BRUNO; LAVI, BAHRAM; PEREIRA MARTIN, JOAO PAULO; AVILA, SANDRA; DIAS, ZANONI; ROCHA, ANDERSON; IEEE. TOWARD SUBJECTIVE VIOLENCE DETECTION IN VIDEOS. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)

DOS SANTOS DANTASA, ANA PAULA; DE SOUZAA, CID CARVALHO; DIAS, ZANONI. A GRASP for the Convex Recoloring Problem in Graphs. ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, v. 346, p. 13-pg., 2019-08-30. (17/12646-3, 18/04760-3, 15/11937-9, 13/08293-7, 17/16246-0)

OLIVEIRA, GABRIEL B.; PEDRINI, HELIO; DIAS, ZANONI. TEMPROT: protein function annotation using transformers embeddings and homology search. BMC Bioinformatics, v. 24, n. 1, p. 16-pg., 2023-06-08. (17/16246-0, 19/20875-8, 17/12646-3, 15/11937-9)

SANTOS, GEISE; PISANI, PAULO HENRIQUE; LEYVA, ROBERTO; LI, CHANG-TSUN; TAVARES, TIAGO; ROCHA, ANDERSON. Manifold learning for user profiling and identity verification using motion sensors. PATTERN RECOGNITION, v. 106, OCT 2020. (17/12646-3)

LI, HAOLIANG; WANG, SHIQI; HE, PEISONG; ROCHA, ANDERSON. Face Anti-Spoofing With Deep Neural Network Distillation. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v. 14, n. 5, p. 933-946, AUG 2020. (17/12646-3)

PADILHA, RAFAEL; ANDALO, FERNANDA A.; BERTOCCO, GABRIEL; ALMEIDA, WALDIR R.; DIAS, WILLIAM; RESEK, THIAGO; TORRES, RICARDO DA S.; WAINER, JACQUES; ROCHA, ANDERSON. Two-tiered face verification with low-memory footprint for mobile devices. IET BIOMETRICS, v. 9, n. 5, p. 205-215, SEP 2020. (17/12646-3, 17/21957-2)

OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI; MARTINVIDE, C; VEGARODRIGUEZ, MA; WHEELER, T. A 3.5-Approximation Algorithm for Sorting by Intergenic Transpositions. ALGORITHMS FOR COMPUTATIONAL BIOLOGY (ALCOB 2020), v. 12099, p. 13-pg., 2020-01-01. (13/08293-7, 17/12646-3, 15/11937-9, 17/16246-0)

SIQUEIRA, GABRIEL; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ZANONI; STADLER, PF; WALTER, MEMT; HERNANDEZ-ROSALES, M; BRIGIDO, MM. Heuristics for Cycle Packing of Adjacency Graphs for Genomes with Repeated Genes. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2021, v. 13063, p. 13-pg., 2021-01-01. (19/27331-3, 17/12646-3, 15/11937-9, 13/08293-7)

ANGELONI, MARCUS DE ASSIS; PEREIRA, RODRIGO DE FREITAS; PEDRINI, HELIO; IEEE. Age Estimation From Facial Parts Using Compact Multi-Stream Convolutional Neural Networks. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), v. N/A, p. 7-pg., 2019-01-01. (17/12646-3, 14/12236-1)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Sorting permutations by fragmentation-weighted operations. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 18, n. 2, APR 2020. (17/12646-3, 17/16871-1, 17/16246-0, 15/11937-9)

MOREIRA, DANIEL; CARDENUTO, JOAO PHILLIPE; SHAO, RUITING; BAIREDDY, SRIRAM; COZZOLINO, DAVIDE; GRAGNANIELLO, DIEGO; ABD-ALMAGEED, WAEL; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON; et al. SILA: a system for scientific image analysis. SCIENTIFIC REPORTS, v. 12, n. 1, p. 15-pg., 2022-10-31. (17/12646-3)

DAVID, LUCAS; PEDRINI, HELIO; DIAS, ZANONI; ROCHA, ANDERSON; IEEE. Connoisseur: Provenance Analysis in Paintings. 2021 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2021), v. N/A, p. 8-pg., 2021-01-01. (17/12646-3, 15/11937-9, 17/16246-0)

GALINDO, ELDREY; PEDRINI, HELIO; IEEE. Image Super-Resolution Improved by Edge Information. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), v. N/A, p. 7-pg., 2019-01-01. (17/12646-3)

POMARI, THALES; RUPPERT, GUILLHERME; REZENDE, EDMAR; ROCHA, ANDERSON; CARVALHO, TIAGO; IEEE. IMAGE SPLICING DETECTION THROUGH ILLUMINATION INCONSISTENCIES AND DEEP LEARNING. 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2018-01-01. (17/12646-3, 17/12631-6, 18/00858-9)

SANTOS, GEISE; WANDERLEY, MARCELO; TAVARES, TIAGO; ROCHA, ANDERSON. A multi-sensor human gait dataset captured through an optical system and inertial measurement units. SCIENTIFIC DATA, v. 9, n. 1, p. 10-pg., 2022-09-07. (17/12646-3)

PADILHA, RAFAEL; ANDALO, FERNANDO A.; ROCHA, ANDERSON; IEEE. IMPROVING THE CHRONOLOGICAL SORTING OF IMAGES THROUGH OCCLUSION: A STUDY ON THE NOTRE-DAME CATHEDRAL FIRE. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., 2020-01-01. (17/12646-3, 17/21957-2)

VINICIUS MUSSEL CIRNE, MARCOS; PEDRINI, HELIO; TREMEAU, A; IMAI, F; BRAZ, J. Combination of Texture and Geometric Features for Age Estimation in Face Images. VISAPP: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 4: VISAPP, v. N/A, p. 7-pg., 2018-01-01. (17/12646-3, 14/12236-1)

MORAES, THIAGO; AMORIM, PAULO; DA SILVA, JORGE VICENTE; PEDRINI, HELIO. Medical image interpolation based on 3D Lanczos filtering. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, v. 8, n. 3, p. 294-300, MAY 3 2020. (17/12646-3, 14/12236-1)

BERTOCCO, GABRIEL C.; ANDALO, FERNANDA; ROCHA, ANDERSON. Unsupervised and Self-Adaptative Techniques for Cross-Domain Person Re-Identification. IEEE Transactions on Information Forensics and Security, v. 16, p. 4419-4434, 2021. (19/15825-1, 17/12646-3)

CARNEIRO, SARAH ALMEIDA; FERZOLI GUIMARAES, SILVIO JAMIL; PEDRINI, HELLO. High-Level Descriptors for Fall Event Detection Supported by a Multi-Stream Network. INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, v. 12, n. 1, p. 11-21, 2021. (14/12236-1, 17/12646-3)

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, FEB 2021. (13/07375-0, 18/24260-5, 19/07665-4, 16/23698-1, 15/50122-0, 17/12646-3, 18/01722-3, 19/26283-5)

THEOPHILO, ANTONIO; GIOT, ROMAIN; ROCHA, ANDERSON. Authorship Attribution of Social Media Messages. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, NOV 2021. (18/10204-6, 17/12646-3)

BRITO, KLAIRTON L.; OLIVEIRA, ANDRE R.; ALEXANDRINO, ALEXSANDRO O.; DIAS, ULISSES; DIAS, ZANONI. An improved approximation algorithm for the reversal and transposition distance considering gene order and intergenic sizes. Algorithms for Molecular Biology, v. 16, n. 1, DEC 29 2021. (19/27331-3, 15/11937-9, 17/12646-3, 13/08293-7)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Incorporating intergenic regions into reversal and transposition distances with indels. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 19, n. 6, SI, DEC 2021. (19/27331-3, 17/12646-3, 13/08293-7, 15/11937-9)

DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI. nsemble of Template-Free and Template-Based Classifiers for Protein Secondary Structure Predictio. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, v. 22, n. 21, NOV 2021. (19/20875-8, 17/12646-3, 17/16246-0)

NAVARRO, LUIZ C.; NAVARRO, ALEXANDRE K. W.; ROCHA, ANDERSON; DAHAB, RICARDO. Connecting the dots: Toward accountable machine-learning printer attribution methods. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 53, p. 257-272, MAY 2018. (17/12646-3)

VITORINO, PAULO; AVILA, SANDRA; PEREZ, MAURICIO; ROCHA, ANDERSON. Leveraging deep neural networks to fight child pornography in the age of social media. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 50, p. 303-313, JAN 2018. (17/12646-3)

MENDOZA, JULIO; PEDRINI, HELIO. Detection and classification of lung nodules in chest X-ray images using deep convolutional neural networks. COMPUTATIONAL INTELLIGENCE, v. 36, n. 2, NOV 2019. (14/12236-1, 17/12646-3)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Labeled Cycle Graph for Transposition and Indel Distance. JOURNAL OF COMPUTATIONAL BIOLOGY, NOV 2021. (17/12646-3, 13/08293-7, 15/11937-9, 19/27331-3)

SIQUEIRA, GABRIEL; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ZANONI. Approximation algorithm for rearrangement distances considering repeated genes and intergenic regions. Algorithms for Molecular Biology, v. 16, n. 1, OCT 13 2021. (17/12646-3, 15/11937-9, 13/08293-7, 19/27331-3)

MORAES, THIAGO; AMORIM, PAULO; SILVA, JORGE; PEDRINI, HELIO; CLAUDIO, AP; BOUATOUCH, K; BRAZ, J. Web-based Interactive Visualization of Medical Images in a Distributed System. PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 5, v. N/A, p. 8-pg., 2019-01-01. (14/12236-1, 17/12646-3)

PEREZ, MAURICIO; KOT, ALEX C.; ROCHA, ANDERSON; IEEE. DETECTION OF REAL-WORLD FIGHTS IN SURVEILLANCE VIDEOS. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3)

SIQUEIRA, GABRIEL; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. euristics for Genome Rearrangement Distance With Replicated Gene. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2094-2108, NOV 1 2021. (17/16246-0, 15/11937-9, 17/12646-3)

CARDENUTO, JOAO P.; ROCHA, ANDERSON. Benchmarking Scientific Image Forgery Detectors. SCIENCE AND ENGINEERING ETHICS, v. 28, n. 4, p. 38-pg., 2022-08-01. (17/12646-3, 20/02211-2)

VEGA-OLIVEROS, DIDIER A.; NASCIMENTO, JOSE; LAVI, BAHRAM; ROCHA, ANDERSON. Real-world-events data sifting through ultra-small labeled datasets and graph fusion. APPLIED SOFT COMPUTING, v. 132, p. 17-pg., 2023-01-01. (17/12646-3, 20/02241-9, 19/26283-5, 18/05668-3)

BRITO, KLAIRTON LIMA; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Reversals and transpositions distance with proportion restriction. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 19, n. 4, AUG 2021. (19/27331-3, 17/12646-3, 17/16246-0, 13/08293-7, 15/11937-9)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Genome Rearrangement Distance with Reversals, Transpositions, and Indels. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 28, n. 3, p. 235-247, MAR 1 2021. (17/16246-0, 19/27331-3, 15/11937-9, 17/12646-3)

BHARATI, APARNA; MOREIRA, DANIEL; FLYNN, PATRICK J.; ROCHA, ANDERSON DE REZENDE; BOWYER, KEVIN W.; SCHEIRER, WALTER J.. Transformation-Aware Embeddings for Image Provenance. IEEE Transactions on Information Forensics and Security, v. 16, p. 2493-2507, 2021. (17/12646-3)

NASCIMENTO, JOSE; CARDENUTO, JOAO PHILLIPE; YANG, JING; ROCHA, ANDERSON; IEEE. Few-shot Learning for Multi-modal Social Media Event Filtering. 2022 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., 2022-01-01. (17/12646-3, 20/02241-9, 20/02211-2, 19/04053-8)

SIQUEIRA, GABRIEL; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI; MARTINVIDE, C; VEGARODRIGUEZ, MA; WHEELER, T. Heuristics for Reversal Distance Between Genomes with Duplicated Genes. ALGORITHMS FOR COMPUTATIONAL BIOLOGY (ALCOB 2020), v. 12099, p. 12-pg., 2020-01-01. (17/12646-3, 15/11937-9, 17/16246-0)

MENDOZA, JULIO; PEDRINI, HELIO; PENG, Y; HU, SM; GABBOUJ, M; ZHOU, K; ELAD, M; XU, K. Adaptive Self-supervised Depth Estimation in Monocular Videos. IMAGE AND GRAPHICS (ICIG 2021), PT III, v. 12890, p. 13-pg., 2021-01-01. (18/00031-7, 17/12646-3)

YANG, JING; VEGA-OLIVEROS, DIDIER; SEIBT, TAIS; ROCHA, ANDERSON; IEEE. Scalable Fact-checking with Human-in-the-Loop. 2021 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., 2021-01-01. (17/12646-3, 19/26283-5, 19/04053-8)

BOLLIS, EDSON; PEDRINI, HELIO; AVILA, SANDRA; IEEE COMP SOC. Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2020), v. N/A, p. 10-pg., 2020-01-01. (13/08293-7, 14/12236-1, 17/12646-3, 17/16246-0)

YANG, JING; VEGA-OLIVEROS, DIDIER; SEIBT, TAIS; ROCHA, ANDERSON; IEEE. EXPLAINABLE FACT-CHECKING THROUGH QUESTION ANSWERING. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2022-01-01. (19/26283-5, 17/12646-3, 19/04053-8)

BRAZ, LEODECIO; TEIXEIRA, VINICIUS; PEDRINI, HELIO; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., 2020-01-01. (19/20875-8, 17/12646-3, 15/11937-9, 17/16246-0)

Filed patent(s) as a result of this research project