2023
Silva, A., Chaves P., Rijo, S., Boné, J., Oliveira, T., & Novais, P. (2023) Leveraging TFR-BERT for ICD Diagnoses Ranking. 22nd Portuguese Conference on Artificial Intelligence (accepted, to appear).
2022
Ramos, J., Oliveira, T., Carneiro, D., Satoh, K., Novais, P. (2022). Speculative Computation: Application Scenarios. In: Magnani, L. (eds) Handbook of Abductive Cognition. Springer, Cham. https://doi.org/10.1007/978-3-030-68436-5_24-1
2021
Walton, D., Oliveira, T., Satoh, K., & Mebane, W. (2021). Argumentation Analytics for Treatment Deliberations in Multimorbidity Cases: An Introduction to Two Artificial Intelligence Approaches. Topoi, 40(2), 373–386. https://doi.org/10.1007/s11245-020-09701-6
2020
Čyras, K., Oliveira, T., Karamlou, A., & Toni, F. (2020). Assumption-based argumentation with preferences and goals for patient-centric reasoning with interacting clinical guidelines. Argument & Computation, Preprint, 1–41. https://doi.org/10.3233/AAC-200523
2018
Oliveira, T., Silva, A., Satoh, K., Julian, V., Leão, P., & Novais, P. (2018). Survivability Prediction of Colorectal Cancer Patients: A System with Evolving Features for Continuous Improvement. Sensors, 18(9), 2983. https://doi.org/10.3390/s18092983
Scimago journal rank (2017 - last known): 0.584, Electrical and Electronic Engineering (Q2), Medicine (Q2).
JCR impact factor (2017- last known): 2.475, Instruments and Instrumentation (Q2), Chemistry, Analytical (Q2).
Oliveira, T., Gonçalves, F., Novais, P., Satoh, K., & Neves, J. (2018). OWL-based acquisition and editing of computer-interpretable guidelines with the CompGuide editor. Expert Systems, e12276. https://doi.org/10.1111/exsy.12276
Scimago journal rank (2017 - last known): 0.429, Artificial Intelligence (Q2).
JCR impact factor (2017- last known): 1.430, Computer Science Theory and Methods (Q2), Computer Science, Artificial Intelligence (Q3).
Ramos, J., Oliveira, T., Satoh, K., Neves, J., & Novais, P. (2018). Cognitive Assistants — An Analysis and Future Trends Based on Speculative Default Reasoning. Applied Sciences, 8(742), 1–23. https://doi.org/10.3390/app8050742
Scimago journal rank (2016 - last known): 0.303, Computer Science Applications (Q4), Engineering (Q3).
JCR impact factor (2017- last known): 1.689, Multidisciplinary (Q3), Multidisciplinary (Q3).
2017
Oliveira, T. , Satoh, K., Novais, P., Neves, J., & Hosobe, H. (2017). A dynamic default revision mechanism for speculative computation. Autonomous Agents and Multi-Agent Systems, 1–40. http://doi.org/10.1007/s10458-016-9341-9
Scimago journal rank (2017): 0.429, Artificial Intelligence (Q2).
JCR impact factor (2017): 1.176, Computer Science (Q3), Artificial Intelligence (Q3), Automation and Control Systems (Q4).
Oliveira, T., Silva, A., Neves, J., & Novais, P. (2017). Decision Support Provided by a Temporally Oriented Health Care Assistant. Journal of Medical Systems, 41(1), 13. http://doi.org/10.1007/s10916-016-0655-6
Scimago journal rank (2017): 0.619, Health Informatics (Q2), Health Information Management (Q2), Information Systems (Q2), Medicine (Q2).
JCR impact factor (2017): 2.098, Health Care Sciences and Services (Q2), Medical Informatics (Q3).
Oliveira, T., Montoya, J., C., Novais, P., Satoh, K., (2017) Decision making in dynamic information environments, Inteligencia Artificial, 20 (59), 5–7. https://doi.org/10.4114/intartif.vol20iss59pp5-7
Scimago journal rank (2016 - last known): 0.155, Artificial Intelligence (Q4), Software (Q4).
Ramos. J., Oliveira, T., Satoh, K., Neves, J., Novais, P. (2017) An Orientation Method with Prediction and Anticipation Features. Inteligencia Artificial, 20 (59), 82–95. https://doi.org/10.4114/intartif.vol20iss59pp82-95
Scimago journal rank (2016): 0.117, Artificial Intelligence (Q4), Software (Q4).
2016
Sánchez, L., Alfonso-Cendón, J., Oliveira, T. , Ordieres-Meré, J. B., Limas, M. C., & Novais, P. (2016). Information system for image classification based on frequency curve proximity. Information Systems, 1–12. http://doi.org/10.1007/s10458-016-9341-9
Scimago journal rank (2016): 0.909, Hardware and Architecture (Q1), Information Systems (Q1), Software (Q1).
JCR impact factor (2016): 2.777, Computer Science (Q2), Information Systems (Q2).
Silva, A., Oliveira, T. , Neves, J., & Novais, P. (2016). Treating Colon Cancer Survivability Prediction as a Classification Problem. Advances In Distributed Computing and Artificial Intelligence Journal, 5, 37–50. http://doi.org/10.14201/ADCAIJ2016513750
Novais, P., Oliveira, T. , & Neves, J. (2016). Moving towards a new paradigm of creation, dissemination, and application of computer-interpretable medical knowledge. Progress in Artificial Intelligence, 5(2), 77–83. http://doi.org/10.1007/s13748-016-0084-2
Scimago journal rank (2016): 0.124, Artificial Intelligence (Q4).
2015
Ramos, J., Novais, P., Satoh, K., Oliveira, T. , & Neves, J. (2015). Speculative orientation and tracking system. International Journal of Artificial Intelligence, 13(1), 94–119.
Scimago journal rank (2015): 1.21, Artificial Intelligence (Q2).
Cardoso, L., Marins, F., Magalhães, R., Marins, N., Oliveira, T. , Vicente, H., … Neves, J. (2015). Abstract computation in schizophrenia detection through artificial neural network based systems. Scientific World Journal, 2015. http://doi.org/10.1155/2015/467178
Scimago journal rank (2015): 0.32, Biochemistry, Genetics and Molecular Biology (Q3), Environmental Science (Q3), Medicine (Q2).
2014
Gomes, M., Oliveira, T. , Carneiro, D., Novais, P., & Neves, J. (2014). Studying the Effects of Stress on Negotiation Behavior. Cybernetics and Systems, 45(3), 279–291. http://doi.org/10.1080/01969722.2014.894858
Scimago journal rank (2014): 0.85, Artificial Intelligence-Q3, Information Systems (Q2), Software (Q2).
JCR impact factor (2014): 0.840, Computer Science (Q3), Cybernetics (Q3).
Oliveira, T. , Novais, P., & Neves, J. (2014). Development and implementation of clinical guidelines: An artificial intelligence perspective. Artificial Intelligence Review, 999–1027. http://doi.org/10.1007/s10462-013-9402-2
Scimago journal rank (2014): 1.013, Artificial Intelligence (Q2), Language and Linguistics (Q1).
JCR impact factor (2014): 2.111, Computer Science (Q2), Artificial Intelligence (Q2).
2013
Oliveira, T. , Costa, Â., Neves, J., & Novais, P. (2013). A comprehensive clinical guideline model and a reasoning mechanism for AAL systems. International Journal of Artificial Intelligence, 11(13 A), 57–73. http://hdl.handle.net/1822/26557
Scimago journal rank (2013): 0.702, Artificial Intelligence (Q2).
2012
Oliveira, T. , Novais, P., & Neves, J. (2012). Guideline Formalization and Knowledge Representation for Clinical Decision Support. Advances in Distributed Computing and Artificial Intelligence Journal (ADCAIJ), 1(2), 1–12. http://doi.org/10.1007/s10462-013-9402-2
2020
Oliveira, T., Dauphin, J., Satoh, K., Tsumoto, S., & Novais, P. (2020). Goal-Driven Structured Argumentation for Patient Management in a Multimorbidity Setting. In M. Dastani, H. Dong, & L. van der Torre (Eds.), Logic and Argumentation (pp. 166–183). Springer International Publishing. https://doi.org/10.1007/978-3-030-44638-3_11
2019
Čyras, K. & Oliveira, T. (2019). Resolving Conflicts in Clinical Guidelines Using Argumentation. Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 1731–1739. http://dl.acm.org/citation.cfm?id=3306127.3331904
Indexed by: DBLP
Silva, A., Oliveira, T., Satoh, K., & Novais, P. (2019). Providing Alternative Measures for Addressing Adverse Drug-Drug Interactions. In Á. Rocha, H. Adeli, L. P. Reis, & S. Costanzo (Eds.), New Knowledge in Information Systems and Technologies (pp. 567–576). Cham: Springer International Publishing. http://10.1007/978-3-030-16184-2_54
Indexed by: Scopu, DBLP
2018
Cyras, K. & Oliveira, T. (2018) Argumentation for reasoning with conflicting clinical guidelines and preferences, In KR'18 Proceedings of the 16th International Conference on Principles of Knowledge Representation and Reasoning, AAAI Press (pp. 631). https://aaai.org/ocs/index.php/KR/KR18/paper/view/18022
Indexed by: DBLP
Oliveira, T., Dauphin, J., Satoh, K., Tsumoto, S., & Novais, P. (2018). Argumentation with Goals for Clinical Decision Support in Multimorbidity. In 17th International Conference on Autonomous Agents and Multiagent Systems. Stockholm: IFAAMAS (pp. 2031–2033). https://dl.acm.org/citation.cfm?id=3237383.3238061
Indexed by: DBLP
Silva, A., Oliveira, T., Gonçalves, F., Neves, J., Satoh, K., & Novais, P. (2018). A unified system for clinical guideline management and execution. In WorldCIST’18 2018: Trends and Advances in Information Systems and Technologies (Vol. 746, pp. 810–819). https://doi.org/10.1007/978-3-319-77712-2_76
Indexed by: Scopus, DBLP
2017
Oliveira, T., Dauphin, J., Satoh, K., Tsumoto, S. (2017) Supporting the Selection of Clinical Recommendations by Means of Structured Argumentation. Japanese Society for Artificial Intelligence (JSAI) 4th Medical Artificial Intelligence Working Group (SIG-AIMED). http://id.nii.ac.jp/1004/00008885/
Gonçalves, F., Oliveira, T., Neves, J., Novais, P. (2017) Compguide: Acquisition and editing of computer-interpretable guidelines. Advances in Intelligent Systems and Computing, vol. 569, Á. Rocha, A. M. Correia, H. Adeli, L. P. Reis, and S. Costanzo, Eds. Cham: Springer International Publishing, 257–266. https://doi.org/10.1007/978-3-319-56535-4_26
Indexed by: Scopus, DBLP
Silva, A., Oliveira, T., Neves J., Satoh K., Novais, P., (2017) A System for the Management of Clinical Tasks Throughout the Clinical Process with Notification Features. Agents and Multi-Agent Systems for Health Care: 10th International Workshop, A2HC 2017, São Paulo, Brazil, May 8, 2017, and International Workshop, A-HEALTH 2017, Porto, Portugal, June 21, 2017S. Montagna, P. H. Abreu, S. Giroux, and M. I. Schumacher, Eds. Cham: Springer International Publishing, 76–93. https://doi.org/10.1007/978-3-319-70887-4_5
Indexed by: Scopus, DBLP
Silva, A., Oliveira, T., Novais, P., Neves,, J. (2017) Developing an Individualized Survival Prediction Model for Rectal Cancer. Highlights of Practical Applications of Cyber-Physical Multi-Agent Systems: International Workshops of PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings, J. Bajo, Z. Vale, K. Hallenborg, A. P. Rocha, P. Mathieu, P. Pawlewski, E. Del Val, P. Novais, F. Lopes, N. D. Duque Méndez, V. Julián, and J. Holmgren, Eds. Cham: Springer International Publishing, 315–323. https://doi.org/10.1007/978-3-319-60285-1_27
Indexed by: Scopus, DBLP
2016
Gomes, M., Oliveira, T. , & Novais, P. (2017). A Speculative Computation Approach for Conflict Styles Assessment with Incomplete Information. In C. Badica, A. El Fallah Seghrouchni, A. Beynier, D. Camacho, C. Herpson, K. Hindriks, & P. Novais (Eds.), Intelligent Distributed Computing X: Proceedings of the 10th International Symposium on Intelligent Distributed Computing -- IDC 2016, Paris, France, October 10-12 2016 (pp. 163–172). Cham: Springer International Publishing. http://doi.org/10.1007/978-3-319-48829-5_16
Scimago journal rank (2015 - last known): 0.187, Artificial Intelligence (Q4).
Indexed by: Scopus, DBLP.
Silva, A., Oliveira, T. , Julian, V., Neves, J., & Novais, P. (2016). A mobile and evolving tool to predict colorectal cancer survivability. In L. Iliadis & I. Maglogiannis (Eds.), IFIP Advances in Information and Communication Technology (Vol. 475, pp. 14–26). Cham: Springer International Publishing. http://doi.org/10.1007/978-3-319-44944-9_2
Scimago journal rank (2015 - last known): 0.160, Information Systems and Management (Q4).
Indexed by: Scopus, DBLP.
Ramos, J., Oliveira, T. , Satoh, K., Neves, J., & Novais, P. (2016). Orientation System Based on Speculative Computation and Trajectory Mining. In J. Bajo, J. M. Escalona, S. Giroux, P. Hoffa-Dabrowska, V. Julián, P. Novais, … R. Azambuja-Silveira (Eds.), Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection: International Workshops of PAAMS 2016, Sevilla, Spain, June 1-3, 2016. Proceedings (pp. 250–261). Cham: Springer International Publishing. http://doi.org/10.1007/978-3-319-39387-2_21
Scimago journal rank (2015 - last known): 0.149, Computer Science (Q4).
Indexed by: ISI Web of Science, Scopus, DBLP.
Silva, A., Oliveira, T. , Novais, P., Neves, J., & Leão, P. (2016). Developing an individualized survival prediction model for colon cancer. In H. Lindgren, F. J. De Paz, P. Novais, A. Fernández-Caballero, H. Yoe, A. Jiménez Ram’irez, & G. Villarrubia (Eds.), Advances in Intelligent Systems and Computing (Vol. 476, pp. 87–95). Cham: Springer International Publishing. http://doi.org/10.1007/978-3-319-40114-0_10
Scimago journal rank (2015 - last known): 0.153, Computer Science (Q4), Control and Systems Engineering (Q4).
Indexed by: ISI Web of Science, Scopus, DBLP.
Oliveira, T. , Silva, A., Novais, P., & Neves, J. (2016). A Personal Assistant for Health Care Professionals Based on Clinical Protocols. In Á. Rocha, A. M. Correia, H. Adeli, L. P. Reis, & M. Mendonça Teixeira (Eds.), New Advances in Information Systems and Technologies (pp. 845–855). Springer International Publishing. http://doi.org/10.1007/978-3-319-25017-5_36
Scimago journal rank (2015 - last known): 0.153, Computer Science (Q4), Control and Systems Engineering (Q4).
Indexed by: Scopus, DBLP.
Oliveira, T. , Satoh, K., Novais, P., Neves, J., Leão, P., & Hosobe, H. (2016). A reasoning module for distributed clinical decision support systems. In Studies in Computational Intelligence (Vol. 616, pp. 387–397). http://doi.org/10.1007/978-3-319-25017-5_36
Scimago journal rank (2015 - last known): 0.187, Artificial Intelligence (Q4).
Indexed by: Scopus, DBLP.
2015
Silva, A., Oliveira, T. , Novais, P., & Neves, J. (2015). Representing Temporal Patterns in Computer-Interpretable Clinical Guidelines. In C. Schulz & D. Liew (Eds.), OASIcs - OpenAccess Series in Informatics (Vol. 49, p. 69). Dagstuhl, Germany: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. http://doi.org/10.4230/OASIcs.ICCSW.2015.62
Scimago journal rank (2015): 0.184.
Indexed by: Scopus, DBLP.
Ramos, J., Oliveira, T. , Novais, P., Neves, J., & Satoh, K. (2015). An alert mechanism for orientation systems based on Speculative computation. In INISTA 2015 - 2015 International Symposium on Innovations in Intelligent SysTems and Applications, Proceedings (pp. 1–18). http://doi.org/10.1109/INISTA.2015.7276741
Indexed by: ISI Web of Science, Scopus, DBLP, IEEE Xplore.
Oliveira, T. , Novais, P., & Neves, J. (2015). Assessing an Ontology for the Representation of Clinical Protocols in Decision Support Systems. In J. Bajo, J. Z. Hernández, P. Mathieu, A. Campbell, A. Fernández-Caballero, M. N. Moreno, … V. Botti (Eds.), Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability SE - 6 (Vol. 372, pp. 47–54). Springer International Publishing. http://doi.org/10.1007/978-3-319-19629-9_6
Scimago journal rank (2015): 0.153, Computer Science (Q4), Control and Systems Engineering (Q4).
Indexed by: ISI Web of Science, Scopus, DBLP.
2014
Oliveira, T. Satoh, K., Novais, P., & Neves, J. (2014). Speculative Computation with Constraint Processing for the Generation of Clinical Scenarios. In W. Weghorn (Ed.), Proceedings of the 11th International Conference in Applied Computing (pp. 143–150). Porto.
Oliveira, T. , Neves, J., Novais, P., & Satoh, K. (2014). Applying speculative computation to guideline-based decision support systems. In Proceedings - IEEE Symposium on Computer-Based Medical Systems (pp. 42–47). http://doi.org/10.1007/978-3-319-07476-4_18
Indexed by: ISI Web of Science, Scopus, DBLP, IEEE Xplore.
Oliveira, T. , Leão, P., Novais, P., & Neves, J. (2014). Webifying the Computerized Execution of Clinical Practice Guidelines. In J. Bajo Perez, J. M. Corchado Rodríguez, P. Mathieu, A. Campbell, A. Ortega, E. Adam, … V. Julián (Eds.), Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection SE - 18 (Vol. 293, pp. 149–156). Springer International Publishing. http://doi.org/10.1007/978-3-319-07476-4_18
Scimago journal rank (2014): 0.153, Computer Science (Q4), Control and Systems Engineering (Q4).
Indexed by: Scopus, DBLP.
Gomes, M., Oliveira, T. , Silva, F., Carneiro, D., & Novais, P. (2014). Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8482 LNAI(PART 2), 378–387. http://doi.org/10.1007/978-3-319-07467-2_40
Scimago journal rank (2014): 0.305, Computer Science (Q4), Control and Systems Engineering (Q4).
Indexed by: Scopus, DBLP.
2013
Oliveira, T. , Neves, J., Barbosa, E., & Novais, P. (2013). Clinical Careflows Aided by Uncertainty Representation Models. In J.-S. Pan, M. Polycarpou, M. Woźniak, A. P. L. F. de Carvalho, H. Quintián, & E. Corchado (Eds.), Hybrid Artificial Intelligent Systems (Vol. 8073, pp. 71–80). Springer Berlin Heidelberg. http://doi.org/10.1007/978-3-642-40846-5_8
Scimago journal rank (2013): Computer Science (Q2), Theoretical Computer Science (Q4).
Indexed by: ISI Web of Science, Scopus, DBLP.
Oliveira, T. , Barbosa, E., Martins, S., Goulart, A., Neves, J., & Novais, P. (2013). A prognosis system for colorectal cancer. In Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems (pp. 481–484). IEEE. http://doi.org/10.1109/CBMS.2013.6627846
Indexed by: ISI Web of Science, Scopus, DBLP.
Oliveira, T., Novais, P., & Neves, J. (2013). A Web Platform and a Decision Model for Computer-Interpretable Guidelines. In V. Snášel, A. Abraham, & E. S. Corchado (Eds.), Soft Computing Models in Industrial and Environmental Applications (Vol. 188, pp. 201–210). Springer Berlin Heidelberg. http://doi.org/10.1007/978-3-642-32922-7_21"
Scimago journal rank (2013): 0.139, Computer Science (Q4), Control and Systems Engineering (Q4).
Indexed by: ISI Web of Science, Scopus, DBLP.
2012
Oliveira, T., Neves, J., Costa, Â., Novais, P., & Neves, J. (2012). An interpretable guideline model to handle incomplete information. In S. Omatu, J. F. Paz Santana, S. R. González, M. M. Jose, A. M. Bernardos, & J. M. Corchado (Eds.), Advances in Intelligent and Soft Computing (Vol. 151 AISC, pp. 437–444). Springer - Series Advances in Intelligent and Soft Computing. http://doi.org/10.1007/978-3-642-28765-7_52
Indexed by: ISI Web of Science, Scopus, DBLP.
2011
Oliveira, T., Costa, A., Neves, J., & Novais, P. (2011). Digital Clinical Guidelines Modelling. In P. Novais, J. Machado, C. Analide, & A. Abelha (Eds.), Modelling and Simulation 2011 (ESM’2011 – The 2011 European Simulation and Modelling Conference) (pp. 392–398). EUROSIS.
Indexed by: ISI Web of Science, Scopus.
2017
Novais, P., Oliveira, T., Satoh, K., Neves, J. (2017) The Role of Ontologies and Decision Frameworks in Computer-Interpretable Guideline Execution. In Synergies Between Knowledge Engineering and Software Engineering. G. J. Nalepa and J. Baumeister, Eds. Cham: Springer International Publishing, 197–216. https://doi.org/10.1007/978-3-319-64161-4_10
Indexed by: Scopus
2017
Ken Satoh, Mi-Young Kim, Yoshinobu Kano, Randy Goebel, Tiago Oliveira: COLIEE 2017. 4th Competition on Legal Information Extraction and Entailment, held in conjunction with the 16th International Conference on Artificial Intelligence and Law (ICAIL 2017) in King's College London, UK. EPiC Series in Computing 47, EasyChair 2017
Oliveira, T. (2017). Clinical decision support: Knowledge representation and uncertainty management. University of Minho. https://doi.org/hdl.handle.net/1822/48713