Researcher | Technologist | Startup Advisor | Investor | Founder


Books

  1. Evolutionary Computing and Artificial Intelligence, 2019. Communications in Computer and Information Systems (CCIS), Vol 999, Pub Springer, Singapore. 131 pp. F.L. Koch, A. Yoshikawa: S. Wang: T. Terano (eds.)
  2. Artificial Intelligence in Health, 2019. Lecture Notes in Artificial intelligence (LNAI), Vol 11326, Pub Springer International Publishing. 245 pp. F.L. Koch, A.Koster, D. Riano, S. Montagna, M. Schumacher, A. Teije, C. Guttmann, M. Reichert, I. Bichindaritz, P. Herrero, R. Lenz, B.Lopez, C. Marling, C. Martin, S. Montani, N. Wiratunga (eds.)
  3. Advances in Social Computing and Digital Education, 2016. Communications in Computer and Information Systems (CCIS), Vol 677, Pub Springer International Publishing. 169 pp. F.L. Koch, A. Koster, T. Primo (eds.)
  4. Social Computing in Digital Education, 2016. Communications in Computer and Information Systems (CCIS), Vol 606, Pub Springer International Publishing. 141 pp. F.L. Koch, A. Koster, T. Primo (eds.)
  5. Advances in Social Computing and Multiagent Systems, 2015. Communications in Computer and Information Systems (CCIS), Vol 541, Pub Springer International Publishing. 203 pp. F.L. Koch, C. Guttmann, D. Busquets (eds.)
  6. Agent Technology for Intelligent Mobile Services and Smart Societies, 2015. Communications in Computer and Information Systems (CCIS), Vol 498, Pub Springer-Verlag Berlin Heidelberg. 127 pp. F.L. Koch, F. Meneguzzi, K. Lakkaraju (eds.)

Papers

  1. Multi-Agent Architecture in Distributed Environment Control Systems: vision, challenges, and opportunities, 2025. arXiv preprint arXiv:2502.15663. N. Astudillo, F.L. Koch.
  2. Performance of security options for message protocols: A comparative analysis, 2024. International Journal of Network Management. W.R. Bezerra, F.L. Koch, C.B. Westphall.
  3. Enhancing Collaborative Interactions in Multi-Agent Environments, 2024. InnovationQ. P.L. Virgen, H.O. Cervantes, A.A. Jimenez, F.L. Koch.
  4. Distributed AgriFood supply chains, 2024. Journal of Network and Systems Management. H.S. Pesanhane, W.R. Bezerra, F.L. Koch, C.B. Westphall.
  5. Cultural and Context-Aware Emotion Adaptation in Digital Humans, 2024. InnovationQ. F.L. Koch, J. Nahulan, J. Fox, M. Keen.
  6. Access control of IoT devices based on smart contracts and double-layer channels, 2023. International Conference on Information Networking (ICOIN). H.S. Pesanhane, F.L. Koch, C.B. Westphall.
  7. Advances in Distributed Load Orchestration for Vision Computing in 5G-MEC Environments, 2023. International Conference on Information Networking (ICOIN), 33-38. R.N. Boing, H.V. Sampaio, F.L. Koch, R.N.S. Cruz, CB Westphall.
  8. A Comparative Qualitative and Quantitative Analysis of the Performance of Security Options for Message Protocols: Fog Computing Scenario, 2022. arXiv preprint arXiv:2210.12917. W.R. Bezerra, F.L. Koch, C.B. Westphall.
  9. Distributed Load Orchestration for Vision Computing in Multi-Access Edge Computing, 2022. arXiv preprint arXiv:2212.03802. R.N. Boing, H.V. Sampaio, F.L. Koch, R.N.S. Cruz, CB Westphall.
  10. Autonomic energy management with Fog Computing, 2021. Computers & Electrical Engineering, v93. HV Sampaio, F.L. Koch, C.B. Westphall, RN Boing, RNS Cruz .
  11. Autonomic Management of Power Consumption with IoT and Fog Computing, 2021. arXiv e-prints, arXiv: 2105.03009. HV Sampaio, F.L. Koch, C.B. Westphall, RN Boing, RNS Cruz .
  12. Models of Computing as a Service and IoT: an analysis of the current scenario with applications using LPWAN, 2021. arXiv preprint arXiv:2105.06050. W.R. Bezerra, F.L. Koch, C.B. Westphall.
  13. Models of Computing as a Service and IoT: an analysis of the current scenario with applications using LPWAN, 2020. Revista de Sistemas de Informação da FSMA. W.R Bezerra, F.L. Koch, C.B. Westphall.
  14. Data analytics and big data in construction project and asset management, 2019. Built Environment Project and Asset Management. AA Aibinu, F Koch: ST Ng.
  15. Autonomic Intrusion Detection and Response Using Big Data, 2019. IEEE Systems Journal. K. Vieira, F.L. Koch, J.M.B. Sobral, C.B. Westphall, J.L.S. Leao.
  16. Autonomic Intrusion Response in Distributed Computing using Big Data, 2018. arXiv pre-print arXiv:1811.05407. K. Vieira, F.L. Koch, J.M.B. Sobral, C.B. Westphall, J.L.S. Leao.
  17. Cloud-Fog Interoperability in IoT-enabled Healthcare Solutions, 2018. Proc 19th International Conference on Distributed Computing and Networking, 32:1-10, ACM. R. Mahmud, F.L. Koch, R. Buyya.
  18. The Role of Agent-Based Simulation in Education, 2017. Advances in Social Computing and Digital Education, Communications in Computer and Information Systems, 677:156-167, Springer. A. Koster, F.L. Koch, N. Assumpcao, T.T. Primo.
  19. Optimising Resource Costs of Cloud Computing for Education, 2016. Future Generation Computer Systems, 55:473-479, Springer. F.L. Koch, M.D. Assuncao, C.H. Cardonha, M.A.S. Netto.
  20. A Wearable Face Recognition System Built into a Smartwatch and the Visually Impaired User, 2016. Lecture Notes in Business Information Processing, 241:515-528, Springer. L. Britto Neto, V. Maike, F.L. Koch, M.C. Baranauskas, A.R. Rocha, S. Goldenstein.
  21. Experimental Evaluation on Machine Learning Techniques for Human Activities Recognition in Digital Education Context, 2016. Social Computing in Digital Education, 606:124-139, Springer. G. Leitao, J. Colonna, E. Ribeiro, R. Barreto, T. Araujo, A. Martins, A. Koster, F.L. Koch.
  22. An Analysis of Applying the Short Bridge Method To Digital Education, 2016. Lecture Notes in Computer Science, 9753:94-102, Springer. R. Zilse, T.T. Primo, F.L. Koch, A. Koster.
  23. Towards a Digital Teaching Platform in Brazil: Findings from UX Experiments, 2016. Lecture Notes in Computer Science, 9753:685-694, Springer. A. Koster, R. Zilse, T.T. Primo, A. Oliveira, M. Souza, D. Azevedo, F. Maciel, F.L. Koch.
  24. Towards Measuring Student Engagemetn: A Data-driven Approach, 2016. Proc 13th International conference on Intelligent Tutoring Systems. A. Koster, T.T. Primo, A. Oliveira, F.L. Koch .
  25. A Quantitative Analysis of Learning Objects and Their Metadata in Web Repositories, 2016. Communications in Computer and Information Systems, 606:49-64, Springer. D. Kalleb, R. Cavalcanti, R.S. Gouveia, H. Lopes, T.T. Primo, F.L. Koch.
  26. On the use of inertial sensors and machine learning for automatic recognition of fainting and epileptic seizure, 2016. e-Health Networking, Applications and Services (Healthcom), 1-6, IEEE. E. Ribeiro, L. Bentes, A. Cruz, Gabriel Leitao, R. Barreto, V. Silva, T. Primo, F.L. Koch.
  27. Towards an Educator-Centred Digital Teaching Platform: the Ground Conditions for a Data-Driven Approach, 2015. Proc International Conference on Advanced Learning Technologies. A. Koster, T.T. Primo, F.L. Koch, A. Oliveira, H.-K. Chung.
  28. A Wearable Face Recognition System Built into a Smartwatch and the Visually Impaired User, 2015. Proc 17th International conference on enterprise Information Systems, 3:5-12. L. Britto Neto, V. Maike, F.L. Koch, M.C. Baranauskas, A.R. Rocha, S. Goldenstein.
  29. CanIHelp: a Platform for Inclusive Collaboration, 2015. Lecture Notes in Computer Science, 9176:474-483, Springer. H. Paredes, H. Fernandes, A. Sousa, R. Fontes, F.L. Koch, V. Filipe, J. Barroso.
  30. Towards a Middleware for Context-Aware Health Monitoring, 2015. Advances in Social Computing and Multiagent System, 541:19-30, Springer. E.A. Oliveira, F.L. Koch, M. Kirley, C.V.G.P. Barros.
  31. A Quantitative Analysis of Learning Objects and Their Metadata in Web Repositories, 2015. Social Computing in Digital Education, 606:49-64, Springer. A.L.C. Carvalho, M.G. Carvalho, D. Guimaraes, D. Kalleb, R. Cavalcanti, R.S. Gouveia, H. Lopes, T.T. Primo, F.L. Koch.
  32. Shared Message Boards for Smart Enterprises, 2015. Communications in Computer and Information Science, 498:46-55, Springer. K. Shigeno, C.H. Cardonha, N. Sultanum, R. Guimaraes, M. Molinaro, R. Herrmann, S. Borger, F.L. Koch.
  33. Pervasive Crowd Mapping for Dynamic Environments, 2015. Proc International Conference on Recent Advances in Computer Systems, 157-162. H. Paredes, H. Fernandes, A. Sousa, F.L. Koch, V. Filipe, J. Barroso.
  34. An Architecture and Algorithm for Context-Aware Resource Allocation for Digital Teaching, 2015. IBM Journal of Research and Development, Special Issue on Technologies for Education Transformation, 59(6), 1-9, IBM Journals. F.L. Koch, M.D. Assuncao, C.H. Cardonha, M.A.S. Netto, T.T. Primo.
  35. Exploring Smart Environments Through Human Computation for Enhancing Blind Navigation, 2015. Advances in Social Computing and Multiagent Systems, 541:66-76, Springer. H. Paredes, H. Fernandes, A. Sousa, L. Fernandes, F.L. Koch, R. Fortes, V. Filipe, J. Barroso.
  36. Recognition and Recommendation of Parking Places, 2014. Lecture Notes in Computer Science, 8864:675-685, Springer. A. Koster, A. Oliveira, O. Volpato, V. Delvequio, F.L. Koch.
  37. Towards Massively Personal Education through Performance Evaluation Analytics, 2014. International Journal of Information and Education Technology 4(4), 97-301 ISSN 2010-3689. F.L. Koch, C. Rao.
  38. Operation, Management, Security and Sustainability for Cloud Computing, 2014. Revista de Sistemas de Informacao da FSMA, 13:30-50. C.B. Westphall, C.M. Westphall, F.L. Koch, G.A. Geronimo, J. Werner, R. Mendes, P. Silva.
  39. Serendipitous Recommendation Based on Big Context, 2014. Lecture Notes in Computer Science, 8864:319-330, Springer. A. Koster, F.L. Koch, Y. Kim.
  40. Incentivising Crowdsourced Parking Solutions, 2014. Lecture Notes in Computer Science, 8313:36-43, Springer. A. Koster, F.L. Koch, A. Bazzan.
  41. Shared Message Boards for Smart Enterprises, 2014. Proc 6th International Conference on Social Computing. K. Shigeno, C.H. Cardonha, N. Sultanum, R. Guimaraes, M. Molinaro, R. Herrmann, S. Borger, F.L. Koch .
  42. A Crowdsourcing Platform for the Construction of Accessibility Maps, 2013. Proc 22nd International World Wide Web Conference, 261-266. C.H. Cardonha, D.S. Gallo, P. Avegliano, R. Herrmann, F.L. Koch, S. Borger.
  43. A Platform for Citizen Sensing in Sentient Cities, 2013. Lectures Notes in Computer Sciences, 685:57-66, Springer. F.L. Koch, C.H. Cardonha, J.M. Gentil, S. Borger.
  44. Citizen Sensing for Collaborative Construction of Accessibility Maps, 2013. Proc 22nd International World Wide Web Conference. K. Shigeno, S. Borger, D.S. Gallo, R. Herrmann, M. Molinaro, C.H. Cardonha, F.L. Koch, P. Avegliano.
  45. Smarter Board: a Community-Oriented Communication too, 2013. Proc 22nd International World Wide Web Conference. M. Molinaro, S. Borger, C.H. Cardonha, D.S. Gallo, R. Herrmann, A. Ferreira, F.L. Koch, P.B. Avegliano, K. Shigeno.
  46. Advancing Resource Management in Green Clouds, 2013. Proc International Congress on Computing in Northern. J. Werner, G.A. Geronimo, C.B. Westphall, F.L. Koch, C.M. Westphall, R.R. Freitas, A. Fabrin.
  47. Exploiting Human Signals in Learning Environment as an Alternative To Evaluate Education, 2013. Proc 3rd International Workshop on Personalization Approaches in Learning Environments, 20-25. F.L. Koch, M. Ito, A. Da Silva, S. Borger, J. Nogima.
  48. Towards a Platform for Testing and Developing Privacy-Preserving Data Mining Applications, 2013. Proc 2nd International Workshop on Smart Energy Networks & Multi-Agent Systems. A. Koster, G.O. Ramos, F.L. Koch, A. Bazzan.
  49. Context-Aware Job Scheduling for Cloud Computing Environments, 2012. Proc 5th IEEE/ACM International Conference on Utility and Cloud Computing, 255-262. M. Assuncao, M.S. Netto, F.L. Koch, S.C. Bianchi.
  50. A Cost Analysis of Cloud Computing for Education, 2012. Lecture Notes in Computer Science, 7714:182-196, Springer. F.L. Koch, M. Assuncao, M.S. Netto.
  51. Environment, Services and Network Management for Green Clouds, 2012. CLEI Electronic Journal, 15:1. J. Werner, G.A. Geronimo, C.B. Westphall, F.L. Koch, R.R. Freitas, C.M. Westphall.
  52. The Role of Agents in Adaptive Service Oriented Architectures, 2012. Lecture Notes in Computer Science, 7057:371-386, Springer. F.L. Koch, F. Dignum, M. Hiel, H. Aldewereld.
  53. Simulator Improvements To Validate the Green Cloud Computing Approach, 2011. Proc 7th Latin American Network Operations and Management Symposium. J. Werner, C.B. Westphall, F.L. Koch, R.R. Freitas.
  54. Making Games Alive: an Organisational Approach, 2011. Proc of the AAMAS Workshop on Agents for Games and Simulations II, 179-191. S. Alvarez-Napagao, F.L. Koch, I. Gomez-Sebastia, J. Vazquez-Salceda.
  55. Management and Security for Grid, Cloud and Cognitive Networks, 2011. Revista de Sistemas de Informacao da FSMA, 8:8-12. C.B. Westphall, C.M. Westphall, F.L. Koch, C.O. Rolim, K. Vieira, A. Schulter, S.A. Chaves, J. Werner, R. Mendes, R. Brinhosa, G.A. Geronimo, R.R. Freitas.
  56. Health Solutions Using Low Cost Mobile Phones and Smart Spaces for the Continuous Monitor, 2011. Proc 3rd International Conference on eHealth, Telemedicine, and Social Medicine, 72-76. C.O. Rolim, F.L. Koch, C. Geyer.
  57. A Cloud Computing Solution for Patient’s Data Collection in Health Care Institutions, 2010. Proc 11th International Conference on e-Health Networking, Applications and Services (Healthcom), 89-93. C.O. Rolim, F.L. Koch, C.B. Wespthall, J. Werner, A. Fracalossi, G.S. Salvador.
  58. cOncienS: Organizational Awareness in Real-Time Strategy Games, 2010. Proc 13th International Congress of the Catalan Association of Artificial Intelligence, 69-78, Springer. S. Alvarez-Napagao, I. Gomez-Sebastia, J. Vazquez-Salceda, F.L. Koch.
  59. Enhanced Deliberation Behaviour for BDI-Agents in Mobile Services, 2010. Advances in Intelligent and Soft Computing, 70:59-68, Springer. F.L. Koch, F. Dignum.
  60. Mobile Solutions for Front-Line Health Workers in Developing Countries, 2009. Proc 11th International Conference on eHealth Networking, Applications and Services. J. Black, F.L. Koch, L. Sonenberg, R. Scheepers, A. Khandoker, E. Charry, B. Walker, N. Lin Soe.
  61. Augmenting BDI with Relevance: Supporting agent-based, Pervasive Applications, 2008. Proc Pervasive Mobile Interaction Devices (PERMID). A. Koster, F.L. Koch, L. Sonnberg, F. Dignum.
  62. Towards Advance Reservation in Large-Scale Grids, 2008. Proc 3rd International Conference on Systems (ICONS), 247-252. L. Kunrath, C.B. Westphal, F.L. Koch.
  63. Grid-M: Middleware to Integrate Mobile Devices, Sensors and Grid Computing, 2007. Proc 3rd International Conference on Wireless and Mobile Communications. H.A. Franke, D.O. Balen, C.O. Rolim, F.L. Koch, K. Vieira, C.B. Westphall.
  64. Programming Deliberative Agents for Mobile Services: the 3APL-M Platform, 2006. Lecture Notes in Artificial Intelligence, 3862:222-235, Springer. F.L. Koch, J.C. Meyer, F. Dignum, I. Rahwan.
  65. A Grid-Based Intrusion Detection System, 2006. Proc International Conference on Systems and International Conference on Mobile Communications and Learning Technologies. A. Schulter, J.A. Reis, F.L. Koch, C.B. Westphall.
  66. Towards Grid-Based Intrusion Detection, 2006. Proc Network Operations and Management Symposium (NOMS). A. Schulter, F. Navarro, F.L. Koch, C.B. Westphall.
  67. Towards a Middleware for Mobile Grids, 2006. Proc Network Operations and Management Symposium (NOMS). F. Navarro, A. Schulter, F.L. Koch, M.D. Assuncao, C.B. Westphall.
  68. Towards a Grid of Sensors for Telemedicine, 2006. Proc 19th IEEE International Symposium on Computer-Based Medical Systems, 485-490. C.O. Rolim, C.B. Westphall, F.L. Koch, M. Assuncao.
  69. Grid Middleware for Mobile Decision Support Systems, 2006. Proc International Conference on Systems and International Conference on Mobile Communications and Learning Technologies. F. Navarro, A. Schulter, F.L. Koch, M.D. Assuncao, C.B. Westphall.
  70. The Role of Agents in Intelligent Mobile Services, 2005. Lecture Notes in Computer Science, 3371:115-127 Springer. F.L. Koch, I. Rahwan.
  71. 3APL-M Platform for Deliberative Agents in Mobile Devices, 2005. Proc 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), 153-154. F.L. Koch.
  72. Goal-Directed Automated Negotiation for Supporting Mobile User Coordination, 2005. Lecture Notes in Computer Science, 3554:382-395, Springer. I. Rahwan, F.L. Koch, C. Graham, A. Kattan, L. Sonenberg.
  73. Innovative Technologies for the Management of Large-Scale Computer Networks, 2005. Proc 23rd Brazilian Symposium on Computer Networks and Distributed Systems. M.D. Assuncao, F.L. Koch, C.B. Westphall, T. Spindola, E. Xaview.
  74. Classification of Agents-Based Mobile Assistants, 2004. Proc AAMAS Workshop on Agents for Ubiquitous Computing. F.L. Koch, I. Rahwan.
  75. Grids of Agents for Computer and Telecommunication Network Management, 2004. Concurrency and Computation, 16(5), 413-424, John Willey & Sons. M.D. Assuncao, F.L. Koch, C.B. Westphall.
  76. Using Multimedia Content in Intelligent Mobile Services, 2004. Proc WebMedia and LA-Web, 41-43. F.L. Koch, L. Sonenberg.
  77. Distributed Artificial Intelligence for Network Management Systems - New Approaches, 2004. Lecture Notes in Computer Science, 3126:135-145, Springer. F.L. Koch, C.B. Westphall, M. Assuncao, E. Xavier.
  78. Towards a Framework for Intelligent Mobile Service Applications, 2004. INFOCOMP Journal of Computer Science, 4(3):1-10. F.L. Koch.
  79. Building complex applications using grids of agents, 2004. Workshop on Multi-Agents (PRIMA). F.L. Koch, M.D. Assuncao, C.B. Westphall.
  80. Load Balancing in Grids of Agents for Computer Network Managemen, 2004. SBRC 22. T. Spindola, C.B. Westphall, M.D. Assuncao, F.L. Koch.
  81. Intelligent Architectural Systems-Distributed Artificial Intelligence for Network Management Systems–New Approaches, 2004. Lecture Notes in Computer Science 3126, 135-145. F.L. Koch, C.B. Westphall, M.D. Assuncao, E. Xavier.
  82. Architecture of Grids of Agents Applied to the Management of Computer Networks and Telecommunication, 2003. Proc 21rd Brazilian Symposium on Computer Networks and Distributed Systems. M.D. Assuncao, C.B. Westphall, F.L. Koch.
  83. Knowledge Based Autonomous Agents for Pervasive Computing Using Agentlight, 2003. Proc ACM/IFIP/USENIX International Middleware Conference, International Workshop on Middleware for Grid, 186-193, IEEE Distributed Systems online. F.L. Koch, J.C. Meyer.
  84. Advantages of using Grids of Agents in the Management of Computer Networks, 2003. Proc Brazilian Congress on Computing Sciences. M.D. Assuncao, F.L. Koch, C.B. Westphall.
  85. Automations in Computer Network Management Utilizing Computational Intelligence, 2003. Proc 3rd IEEE Latin American Network Operations and Management Symposium, 81-88. E. Xavier, F.L. Koch, C.B. Westphall.
  86. Arquitetura de Grids de Agentes Aplicada à Gerência de Redes de Computadores e Telecomunicações, 2003. SBRC 21, 789-804. M.D. Assunção, C.B. Westphall, F.L. Koch.
  87. Project AgentLight: Developing Logic-based Autonomous Agents for Small Devices, 2002. Workshop of Thesis and Dissertations on Artificial Intelligence . F.L. Koch, J.J. Meyer.
  88. Avaliação de Variações da Configuração de Agentes Móveis na Gerência de Redes, 2002. Anais do International Information Technology Symposium-I2TS. E. Xavier, F.L. Koch, C.B. Westphall.
  89. Decentralized Network Management Using Distributed Artificial Intelligence, 2001. Journal of Network and Systems Management, 9(4), 375-388, Springer. F.L. Koch, C.B. Westphall.

Patents

  1. System, Method and Program Product for Local Client Device Context-Aware Shared Resource and Service Management, 2014. USPTO 8676985 B2. M.D.Assuncao, J.Kraemer, F.L.Koch, M.A.S.Netto
  2. System, Method and Program Product for Local Client Device Context-Aware Shared Resource and Service Management, 2014. USPTO 20140006620 A1. M.D.Assuncao, J.Kraemer, F.L.Koch, M.A.S.Netto
  3. Secure mobile payment method and RF tag with integrated antitheft device, 2014. BR 102014004206 A2. F.R.Piva, F.L.Koch, O.Volpato
  4. Metodo para Pagamento Movel Seguro e Etiqueta de RF com Dispositivo Antifurto Integrado, 2014. INPI BR1020140042067. F.R.Piva, O.Volpato, F.L.Koch
  5. Metodo para Autenticacao de Transacoes Moveis Usando Criptografia de Video e Metodo para Criptografia de Video, 2014. INPI BR1020140076662. F.R.Piva, F.L.Koch, V.Testoni
  6. Metodo e Sistema para Relatar Disponibilidade de Vaga de Estacionamento, 2014. INPI BR1020140179402. F.L.Koch, A.Kostner, A.F.M.Oliveira, O.Volpato
  7. Sistema e Metodo para Controlar Interfaces Tateis Multi-Locais Contextualizadas, 2014. INPI BR1020140181784. O.Volpato, V.O.D.Franco, A.B.Silveira, A.M.P.A.Silva, F.L.Koch, R.Z.P.Borges, R.J.Tobias, P.V.Motta
  8. Metodo e Sistema para Ajustar Regras de Composiccao de Conteudo Digital com base em Sinais Fisiologicos e Nao Intencionais, 2014. INPI BR1020140272291. O.Volpato, F.L. Koch, A.F.M. Oliveira
  9. Sistema e Metodo para Descrever e Compartilhar Perfil de Usuario Distribuidos, 2014. INPI BR1020150046405. T.T.Primo, F.L.Koch, O.Volpato
  10. Context-Aware Tagging for Augmented Reality Environments, 2015. USPTO 9218361 B2. C.H.Cardonha, F.L.Koch, J.Kraemer
  11. System, Method and Program Product for Providing Automatic Speech Recognition (ASR) in a Shared Resource Environment, 2015. USPTO 9053708 B2. F.L.Koch, J.Nogima
  12. System, Method and Program Product for Providing Automatic Speech Recognition (ASR) in a Shared Resource Environment, 2015. USPTO 9043208 B2. F.L.Koch, J.Nogima
  13. Recommendation Engine Based on a Representation of the Local Environment Augmented by Citizen Sensor Reports , 2015. USPTO 20150348407 A1. P.B.Avegliano, C.H.Cardonha, F.L.Koch, T.Imamichi
  14. Contextualised Fair Ranking of Citizen Sensor Reports, 2015. USPTO 20150324871 A1. A.Beloglazov, C.H.Cardonha, C.Guttmann, F.L.Koch, J.Richter, K.Steer
  15. Self-rousing surveillance system, method and computer program product, 2015. USPTO 20150312535 A1. S.Borger, C.H.Cardonha, A.F.Silva, F.L.Koch
  16. Assigning Priority Levels to Citizen Sensor Reports, 2015. USPTO 20150302425 A1. S.Borger, C.H.Cardonha, F.L.Koch, J.M.P.IENTILE
  17. System and Method for Probabilistic Evaluation of Contextualized Reports and Personalized Recommendation in Travel Health Personal Assistants, 2015. USPTO 20150186617 A1. C.H.Cardonha, C.Guttmann, F.L.Koch
  18. Metodo e Sistema para Composicao e Compressao de Video Baseada em Contexto e Normalizacao Espacial de Resolucao de Objetos, 2015. INPI BR1020150059299. F.Andalo, O.Penatti, V.Testoni, F.L.Koch
  19. Sistema e Metodo para Analisar Dados Multivariados Extraido de Imagens Capturados em Diferentes Pontos de Vista, 2015. INPI BR1020150059302. F.Andalo, O.Penatti, F.L.Koch
  20. Intermediated data entry in a shared message board through a mobile computing device, 2016. USPTO 9485637 B2. S.Borger, C.H.Cardonha, F.L.Koch
  21. Facilitating User Incident Reports, 2016. USPTO 9418354 B2. M.D.Assuncao, J.Kraemer, F.L.Koch, M.A.S.Netto
  22. Evaluation of Digital Content Using Intentional User Feedback Obtained Through Haptic Interface, 2016. USPTO 9323331 B2. C.H.Cardonha, F.L.Koch
  23. Context-Aware Tagging for Augmented Reality Environments, 2016. USPTO 9286323 B2. C.H.Cardonha, F.L.Koch, J.Kraemer
  24. Evaluation of composition rules used for generation of digital content, 2016. USPTO 20160261673 A1. C.H.Cardonha, F.L.Koch, A.F.Silva
  25. Prioritizing video surveillance media, 2016. USPTO 20160196268 A1. S.Borger, C.H.Cardonha, F.L.Koch, A.F.Silva
  26. Sistema e Metodo para Definir Material de Aula com Base em Perfis de Estudantes, 2016. INPI BR1020150224389. F.L.Koch, T.T.Primo, O.Volpato
  27. Non-Subjective Quality Analysis of Digital Content on Tabletop Devices, 2017. USPTO 9842341 B2. F.L.Koch, N.B.Sultanum
  28. Method for Authentication of Mobile Transactions Using Video Encryption and Method for Video Encryption, 2017. USPTO 9811828 B2. F.R.Piva, V.Testoni, F.L.Koch
  29. Evaluation of Digital Content Using Non-Intentional User Feedback Obtained Through Haptic Interface, 2017. USPTO 9710151 B2. C.H.Cardonha, F.L.Koch
  30. System and Method for Video Context-Based Composition and Compression From Normalized Spatial Resolution Objects, 2017. USPTO 9699476 B2. F.Andalo, O.Penatti, V.Testoni, F.L.Koch
  31. Facilitating User Incident Reports, 2017. USPTO 9633334 B2. M.D.Assuncao, J.Kraemer, F.L.Koch, M.A.S.Netto
  32. Automated Adjustment of Content Composition Rules Based on Evaluation of User Feedback Obtained Through Haptic Interface, 2017. USPTO 9600073 B2. C.H.Cardonha, F.L.Koch
  33. Content Delivery Infrastructure with Non-Intentional Feedback Parameter Provisioning, 2017. USPTO 9590875 B2. M.D.Assuncao, F.L.Koch, M.A.S.Netto
  34. Mobile Device Message Enabled On-Line Community Bulletin Board, 2017. USPTO 9571443 B2. S.Borger, C.H.Cardonha, F.L.Koch
  35. Augmented Reality Recommendations in Emergency Situations, 2017. USPTO 20170178013 A1. A.Beloglazov, F.L.Koch, J.Richter, K.C.Steer
  36. System and Method for Defining Class Material Based on Students Profiles, 2017. USPTO 20170076620 A1. T.T.Primo, F.L.Koch, O.Volpato
  37. Automated Adjustment of Content Composition Rules Based on Evaluation of User Feedback Obtained Through Haptic Interface, 2017. USPTO 20170061332 A1. C.H.Cardonha, F.L.Koch
  38. Context-Aware Tagging for Augmented Reality Environments, 2018. USPTO 9905051 B2. C.H.Cardonha, F.L.Koch, J.Kraemer
  39. Automated Adjustment of Content Composition Rules Based on Evaluation of User Feedback Obtained Through Haptic Interface, 2018. USPTO 10126818 B2. C.H.Cardonha, F.L.Koch
  40. System and Method for Dynamically Adjusting an Emergency Coordination Simulation System, 2019. USPTO 10467888 B2. A.Beloglazov, F.L.Koch, J.Richter, K.Steer, Z.WANG
  41. Evaluation of Digital Content Using Intentional User Feedback Obtained Through Haptic Interface, 2019. USPTO 10168815 B2. C.H.Cardonha, F.L.Koch
  42. Method for Secure Mobile Payment and RF Tag with Integrated Anti-Theft Device, 2020. USPTO 10586228 B2. F.R.Piva, F.L.Koch, O.Volpato
  43. Context-Aware Tagging for Augmented Reality Environments, 2021. USPTO 20210233319 A1. C.H.Cardonha, F.L.Koch, J.Kraemer
  44. Guiding the installation process of sensor-based devices, 2021. USPTO 11210108 B2. B.Silva, R.L.F.Cunha, M.A.S.Netto, V.F.Santana, F.L.Koch
  45. Orchestrating an interruption during installation of sensor-based devices, 2021. USPTO 11055195 B1. M.A.S.Netto, V.F.Santana, R.L.F.Cunha, B.Silva, F.L.Koch
  46. Context-Aware Tagging for Augmented Reality Environments, 2021. USPTO 10997788 B2. C.H.Cardonha, F.L.Koch, J.Kraemer
  47. Preventing vulnerable configurations in sensor-based devices, 2022. USPTO 11316886 B2. M.A.S.Netto, V.F.Santana, B.Silva, R.L.F.Cunha, F.L.Koch
  48. Computing environment software application testing, 2023. USPTO 17456714. F.L.Koch, M.A.S.Netto, D.J.Hunt
  49. DISTRIBUTED EXECUTION OF AN ARTIFICIAL INTELLIGENCE MODEL, 2024. USPTO 20240419498 A1. A.Djuhera, A.P.D.Binotto, F.L.Koch, N.B.Angel
  50. Validation of connection requests for a firewall, 2024. USPTO 20240340265 A1. S.L.Strattner, F.L.Koch
  51. CULTURE-AWARE RECOMMENDATION OVER VISUAL SCANNING IN DYNAMIC SOCIAL ENVIRONMENTS, 2025. USPTO 20250104408 A1. V.M.Gopal, N.Delima, F.L.Koch, J.Sachinkumar
  52. INTELLIGENT ORCHESTRATION SYSTEM FOR EMOTION CONTAGION IN MULTI-HUMAN TO MULTI-AGENT INTERACTIONS, 2025. USPTO 20250094842 A1. F.L.Koch, Koch, M.G.Keen, J.Nahulan, J.R.Fox
  53. Orchestration of workloads involving an ai model, 2025. USPTO 20250071069 A1. A.Djuhera, A.P.D.Binotto, F.L.Koch, R.High
  54. System and Method for Augmenting the Data Science Process supported by human sensing parameters,2022. to be published. F.L. Koch and others*
  55. System and Method for Automated Adjustment in Context Aware Smart Sensors,2022. to be published. F.L. Koch and others*
  56. System and Method for Collaborative Creation of Rules for Content Placement in Distributed Open Communication Interfaces ,2022. to be published. F.L. Koch and others*
  57. System and Method for Collaborative Operation Center and Participatory Citizen Sensing in Public Health,2022. to be published. F.L. Koch and others*
  58. System and Method for Guiding IoT Installation Process,2022. to be published. F.L. Koch and others*
  59. System and Method for Normative Programming of Affective Personal Robotics,2022. to be published. F.L. Koch and others*
  60. System and Method for Orchestrating during installations Interruptions of IoT Devices in reaction to Potential Issues,2022. to be published. F.L. Koch and others*
  61. Develop NearRT-RIC xApp for RRC inactive state to Analyze System Information, UE mobility, RAN notification area updates, Neighboring cell information, and AI/ML tr,2023. to be published. F.L. Koch and others*
  62. Dynamic Reallocation of Resources for Distributed Data Processing,2023. to be published. F.L. Koch and others*
  63. Dynamic switch between sidecar to node proxy for efficient usage of resources,2023. to be published. F.L. Koch and others*
  64. IOT Wearable Enabled Consumable Event Approval for Memory Recall Based on Serendipity,2023. to be published. F.L. Koch and others*
  65. Method and System for Acceleration of Foundation Model Fine-Tuning in Edge Networks via Selective Federation,2023. to be published. F.L. Koch and others*
  66. Method and System for Adaptive Model Splitting Policies in Distributed Split Inference for Edge Networks,2023. to be published. F.L. Koch and others*
  67. Dynamic Model Management for On-Demand Content Generation in Collective Enviroments,2023. to be published. F.L. Koch and others*
  68. Method and System for Collaborative Creativity Enhancement Using Adaptive Creative AI Assistant,2023. to be published. F.L. Koch and others*
  69. Method and System for context-aware speculative multi-variant testing in 5G-MEC environments,2023. to be published. F.L. Koch and others*
  70. Method and System for Context-Based Device Pairing and Security Profile Assignment in Multi-Device Ecosystems,2023. to be published. F.L. Koch and others*
  71. Journey-Aware Content Optimization System for Smart Vehicle Entertainment,2023. to be published. F.L. Koch and others*
  72. *Method and System for Contextual Onboarding of Participants in Ongoing Collaborative Interactions **,2023. to be published. F.L. Koch and others
  73. Method and System for Contextual Threat Representation in Large AI Models,2023. to be published. F.L. Koch and others*
  74. Method and System for Contextualization and Serendipity in Automated Note Taking,2023. to be published. F.L. Koch and others*
  75. Method and System for Contextually Enhanced Retrieval Augmented Generation in Natural Language Processing ,2023. to be published. F.L. Koch and others*
  76. *Method and System for Coordinated Emotion Representation and Expression in Multi-Agent Digital Assistants **,2023. to be published. F.L. Koch and others
  77. Method and System for Dynamic Defense Mechanisms in Distributed Edge Split Federated Learning Systems,2023. to be published. F.L. Koch and others*
  78. Method and System for Dynamically Authorizing Network Egress Traffic,2023. to be published. F.L. Koch and others*
  79. Method and System for Finding Pareto-Optimal Decision Curves for Capacity-Dependent AI Model Deployment,2023. to be published. F.L. Koch and others*
  80. Method and System for Jammer-Resilient Foundation Model Fine-Tuning in Edge Networks via Joint Wireless & ML Optimization,2023. to be published. F.L. Koch and others*
  81. Predictive Request Offloading during On-Route Content Generation,2023. to be published. F.L. Koch and others*
  82. Method and System for Multi-Objective and Resource-Dependent Orchestration of Foundation Model Deployment on Edge Devices,2023. to be published. F.L. Koch and others*
  83. Method and System for Multi-Objective Optimization of Beamforming in Distributed Edge-IoT Environments,2023. to be published. F.L. Koch and others*
  84. Method and System for Optimized Microservice Deployment through Dynamic Adaptation of Edge Management and Monitoring,2023. to be published. F.L. Koch and others*
  85. Method and System for Privacy Preservation in Distributed Inference of Foundation Models,2023. to be published. F.L. Koch and others*
  86. Method and System for Resource-Efficient Foundation Model Deployment on Edge Devices via Generative Prompt Translation,2023. to be published. F.L. Koch and others*
  87. Method and System for Workload Orchestration of Distributed Split Inference in Multi-Access Edge Computing,2023. to be published. F.L. Koch and others*
  88. *Method and System to Promote Collective Intelligence in Multi-Agent Collaborative Systems for Enterprise Collaboration **,2023. to be published. F.L. Koch and others
  89. Method and System to support Ethical Digital Companions in Diversity, Equality, and Inclusion,2023. to be published. F.L. Koch and others*
  90. Offloading Engine for Resource-Optimized AI Processing in Smart Vehicle,2023. to be published. F.L. Koch and others*
  91. Method for Minimally Invasive Synchronized Media Interconnect Testing,2023. to be published. F.L. Koch and others*
  92. Optimized Content Queuing Mechanism for Time-Sensitive Delivery in Mobile Generateive AI,2023. to be published. F.L. Koch and others*
  93. *A Method and System for Real-Time Adjustment of regulatory policies, controls and deployment pattern **,2023. to be published. F.L. Koch and others
  94. A Proactive Digital Assistant for Improving Emotional Wellbeing in Corporate Environments,2023. to be published. F.L. Koch and others*
  95. Context-Driven Content Generation System for Mobile Environments Using Large AI Models,2023. to be published. F.L. Koch and others*
  96. An Intelligent Orchestration System for Emotion Contagion in Multi-Human to Multi-Agent Interactions,2023. to be published. F.L. Koch and others*
  97. Apparatus and Method for Culture-Aware and Context-Specific Visual Scanning Machine,2023. to be published. F.L. Koch and others*
  98. Caching recurring docker layers used in an Edge Kubernetes Cluster on Edge,2023. to be published. F.L. Koch and others*
  99. *Method and System for Context Aware Software Defect Assessment and Processing Resolution Amelioration **,2024. to be published. F.L. Koch and others
  100. Method and System for Digital Assistant Orchestration In Context Aware Defect Assessment and Resolution Amelioration,2024. to be published. F.L. Koch and others*
  101. Method and System for Enriched Understanding of Data Queries for Optimized Data Retrieval,2024. to be published. F.L. Koch and others*
  102. Method for recommending dynamic network adaptation based on User Intents and supported by AI,2024. to be published. F.L. Koch and others*
  103. Optimization of Large AI Models for Cost-Effective Deployment,2024. to be published. F.L. Koch and others*
  104. Predictive Request Offloading during in-Route Content Generation,2024. to be published. F.L. Koch and others*
  105. Proactive Edge Adaptation based on User Intent,2024. to be published. F.L. Koch and others*
  106. Sensor-Adaptive Content Generation in Mobile Generative AI,2024. to be published. F.L. Koch and others*
  107. Environmental Variability Adjustment in Sensor Operations Utilizing Large AI Models,2024. to be published. F.L. Koch and others*
  108. Sensor-Driven Fluid Orchestration in Mobile Generative AI for Multi-User Content Creation,2024. to be published. F.L. Koch and others* (*) list of authors protected for patents yet to be published.