{"id":228,"date":"2017-07-18T13:25:48","date_gmt":"2017-07-18T13:25:48","guid":{"rendered":"http:\/\/contextwa.inesctec.pt\/?page_id=228"},"modified":"2020-07-14T13:00:53","modified_gmt":"2020-07-14T13:00:53","slug":"publications","status":"publish","type":"page","link":"https:\/\/contextwa.inesctec.pt\/index.php\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<h2>Books<\/h2>\n<ul>\n<li>Jo\u00e3o Moreira, Andre Carvalho, Tom\u00e1s Horvath, <strong>A General Introduction to Data Analytics<\/strong>, Wiley, June 2018, ISBN: 978-1-119-29626-3. <a href=\"https:\/\/www.wiley.com\/en-us\/A+General+Introduction+to+Data+Analytics-p-9781119296263\">https:\/\/www.wiley.com\/en-us\/A+General+Introduction+to+Data+Analytics-p-9781119296263<\/a><\/li>\n<li>Jo\u00e3o M. P. Cardoso, Jos\u00e9 Gabriel Coutinho, and Pedro C. Diniz, <strong>Embedded Computing for High Performance: Efficient Mapping of Computations Using Customization, Code Transformations and Compilation<\/strong>, Morgan Kaufmann (Elsevier). [June 15, 2017]. <a href=\"https:\/\/www.elsevier.com\/books\/embedded-computing-for-high-performance\/cardoso\/978-0-12-804189-5\">https:\/\/www.elsevier.com\/books\/embedded-computing-for-high-performance\/cardoso\/978-0-12-804189-5<\/a><\/li>\n<\/ul>\n<h2>Edited Proceedings<\/h2>\n<ul>\n<li>Carlos Soares and Jo\u00e3o Cardoso and Jo\u00e3o Mendes-Moreira and<a href=\"http:\/\/www.inesc-id.pt\/member.php?pid=128\" data-saferedirecturl=\"https:\/\/www.google.com\/url?hl=pt-PT&amp;q=http:\/\/www.inesc-id.pt\/member.php?pid%3D128&amp;source=gmail&amp;ust=1516462978468000&amp;usg=AFQjCNHwVWn1TysX5Zfco08Kre1oZdV08Q\">Lu\u00eds Veiga<\/a>, editors,\u00a0<strong>1st Workshop on Engineering Context-Aware Applications and Services (ECAAS 2016), colocated with IEEE Mobile Data Management (MDM 2016)<\/strong>,\u00a0Jun. 2016,\u00a0IEEE,\u00a0<a href=\"http:\/\/www.inesc-id.pt\/intranet\/publicacoes\/bibtex.php?bibtex=12446\" data-saferedirecturl=\"https:\/\/www.google.com\/url?hl=pt-PT&amp;q=http:\/\/www.inesc-id.pt\/intranet\/publicacoes\/bibtex.php?bibtex%3D12446&amp;source=gmail&amp;ust=1516462978468000&amp;usg=AFQjCNHacAbQ-2xZgWUdJ4xoV-Dmia50uA\"><strong>[bibTex]<\/strong><\/a><\/li>\n<li><strong>&#8220;Message from the ECAAS Workshop Co-Chairs,&#8221;<\/strong> 2016 17th IEEE International Conference on Mobile Data Management (MDM), Porto, 2016, pp. xiii-xiv. <a href=\"https:\/\/doi.org\/10.1109\/MDM.2016.77\">https:\/\/doi.org\/10.1109\/MDM.2016.77<\/a><\/li>\n<\/ul>\n<h2>Journal Papers<\/h2>\n<ul>\n<li>Jo\u00e3o MP Cardoso, Jo\u00e3o Moreira, Lu\u00eds Veiga, <strong>\u201cCONTEXTWA &#8211; Middleware and Context Inference Techniques from Data-Streams for the Development of Context-Aware Services using Mobile Devices,\u201d<\/strong> <em>in Impact,<\/em> Volume 2018, Number 1, March 2018, Science Impact Ltd, pp. 18-20(3). DOI: <a href=\"https:\/\/doi.org\/10.21820\/23987073.2018.18\" data-saferedirecturl=\"https:\/\/www.google.com\/url?hl=pt-PT&amp;q=https:\/\/doi.org\/10.21820\/23987073.2018.18&amp;source=gmail&amp;ust=1523664199447000&amp;usg=AFQjCNGpF3NIywvtnL6YAuh0tMtGtmXKqw\">https:\/\/doi.org\/10.21820\/23987073.2018.18<\/a><a href=\"http:\/\/contextwa.inesctec.pt\/wp-content\/uploads\/2018\/04\/JoaoCardoso_IMPACTPUBLICATION_Brochure.pdf\" target=\"_blank\" rel=\"attachment noopener wp-att-266 noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-267 size-thumbnail\" src=\"http:\/\/contextwa.inesctec.pt\/wp-content\/uploads\/2018\/04\/pdf-icon-150x150.png\" alt=\"\" width=\"32\" height=\"32\" srcset=\"https:\/\/contextwa.inesctec.pt\/wp-content\/uploads\/2018\/04\/pdf-icon-150x150.png 150w, https:\/\/contextwa.inesctec.pt\/wp-content\/uploads\/2018\/04\/pdf-icon.png 300w\" sizes=\"auto, (max-width: 32px) 100vw, 32px\" \/><\/a>\n<ul>\n<li><a href=\"http:\/\/www.ingentaconnect.com\/content\/sil\/impact\/2018\/00002018\/00000001\/art00007\" data-saferedirecturl=\"https:\/\/www.google.com\/url?hl=pt-PT&amp;q=http:\/\/www.ingentaconnect.com\/content\/sil\/impact\/2018\/00002018\/00000001\/art00007&amp;source=gmail&amp;ust=1523664199447000&amp;usg=AFQjCNGICzV8MOtWTfjEpCbPpIAYuzNT2g\">http:\/\/www.ingentaconnect.com\/content\/sil\/impact\/2018\/00002018\/00000001\/art00007<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Cunha, T., Soares, C., &amp; de Carvalho, A. C. P. L. F. (2018). <strong>\u201cMetalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering,\u201d<\/strong> in Information Sciences, 423, 128\u2013144. <a href=\"https:\/\/doi.org\/10.1016\/j.ins.2017.09.050\">https:\/\/doi.org\/10.1016\/j.ins.2017.09.050<\/a><\/li>\n<li>Kemilly Garcia, Cl\u00e1udio R de S\u00e1; Mannes Poel; Tiago, Carvalho; Jo\u00e3o M Moreira; Jo\u00e3o MP Cardoso; Andr\u00e9 de Carvalho; Joost Kok, \u201c<strong>An Ensemble of Autonomous Auto-Encoders for Human Activity Recognition<\/strong>,\u201d in Neurocomputing, Elsevier, 2020 (to appear)<\/li>\n<li><a href=\"http:\/\/www.inesc-id.pt\/member.php?pid=7341\">S\u00e9rgio Esteves<\/a>and\u00a0<a href=\"http:\/\/www.inesc-id.pt\/member.php?pid=128\">Lu\u00eds Veiga<\/a>,\u00a0<strong>WaaS: Workflow-as-a-Service for the Cloud with Scheduling of Continuous and Data-intensive Workflows<\/strong>, article in\u00a0Computer Journal, Oxford University Press, ISSN 0010-4620\u00a0pp. 371-383,\u00a0Mar. 2016,\u00a0Oxford University Press. <a href=\"https:\/\/doi.org\/10.1093\/comjnl\/bxu158\">https:\/\/doi.org\/10.1093\/comjnl\/bxu158<\/a><\/li>\n<li>Pradeeban Kathiravelu, Ashish Sharma, Helena Galhardas, Peter Van Roy, Lu\u00eds Veiga. <strong>On-demand big data integration &#8211; A hybrid ETL approach for reproducible scientific research<\/strong>. <strong>Distributed and Parallel Databases<\/strong> 37(2): 273-295 (2019) <a href=\"https:\/\/doi.org\/10.1007\/s10619-018-7248-y\">https:\/\/doi.org\/10.1007\/s10619-018-7248-y<\/a><\/li>\n<li>Jos\u00e9 Sim\u00e3o, S\u00e9rgio Esteves, Andr\u00e9 Pires, Lu\u00eds Veiga. <strong>GC-Wise: A Self-adaptive approach for memory-performance efficiency in Java VMs<\/strong>. <strong>Future Generation Computer Systems<\/strong> 100: 674-688 (2019). <a href=\"https:\/\/doi.org\/10.1016\/j.future.2019.05.027\">https:\/\/doi.org\/10.1016\/j.future.2019.05.027<\/a><\/li>\n<li>Selimi, M., Cerd\u00e0-Alabern, L., Freitag, F. et al. <strong>A Lightweight Service Placement Approach for Community Network Micro-Clouds<\/strong>. J Grid Computing 17, 169\u2013189 (2019). <a href=\"https:\/\/doi.org\/10.1007\/s10723-018-9437-3\">https:\/\/doi.org\/10.1007\/s10723-018-9437-3<\/a><\/li>\n<li>Sergi Esteves, Nico Janssens, Bart Theeten, and Luis Veiga. 2017. <strong>Empowering Stream Processing through Edge Clouds<\/strong>. SIGMOD Rec. 46, 3 (September 2017), 23\u201328. DOI: <a href=\"https:\/\/doi.org\/10.1145\/3156655.3156661\">https:\/\/doi.org\/10.1145\/3156655.3156661<\/a><\/li>\n<\/ul>\n<h2>Conference\/Workshop Publications<\/h2>\n<ul>\n<li>Yassine baghoussi, Jo\u00e3o Mendes-Moreira, Nuno Moniz, Carlos Soares, <strong>Underground Train Tracking Using Mobile Phone Accelerometer Data<\/strong>, in 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) (https:\/\/www.ieee-itsc2020.org)<\/li>\n<li>Ferreira P.J.S., Magalh\u00e3es R.M.C., Garcia K.D., Cardoso J.M.P., Mendes-Moreira J. (2019) <strong>An Efficient Scheme for Prototyping\u00a0<em>k<\/em>NN in the Context of Real-Time Human Activity Recognition<\/strong>. In: Yin H., Camacho D., Tino P., Tall\u00f3n-Ballesteros A., Menezes R., Allmendinger R. (eds) Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2019. IDEAL 2019. Lecture Notes in Computer Science, vol 11871. Springer, Cham <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-33607-3_52\">https:\/\/doi.org\/10.1007\/978-3-030-33607-3_52<\/a><\/li>\n<li>Ferreira P.J.S., Cardoso J.M.P., Mendes-Moreira J. (2019) Automatic <strong>Switching Between Video and Audio According to User\u2019s Context<\/strong>. In: Moura Oliveira P., Novais P., Reis L. (eds) Progress in Artificial Intelligence. EPIA 2019. Lecture Notes in Computer Science, vol 11805. Springer, Cham <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-30244-3_17\">https:\/\/doi.org\/10.1007\/978-3-030-30244-3_17<\/a><\/li>\n<li>Magalh\u00e3es R.M.C., Cardoso J.M.P., Mendes-Moreira J. (2019) Energy <strong>Efficient Smartphone-Based Users Activity Classification<\/strong>. In: Moura Oliveira P., Novais P., Reis L. (eds) Progress in Artificial Intelligence. EPIA 2019. Lecture Notes in Computer Science, vol 11805. Springer, Cham <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-30244-3_18\">https:\/\/doi.org\/10.1007\/978-3-030-30244-3_18<\/a><\/li>\n<li>Garcia K.D., Carvalho T., Mendes-Moreira J., Cardoso J.M.P., de Carvalho A.C.P.L.F. <strong>\u201cA Study on Hyperparameter Configuration for Human Activity Recognition,\u201d<\/strong> In: Mart\u00ednez \u00c1lvarez F., Troncoso Lora A., S\u00e1ez Mu\u00f1oz J., Quinti\u00e1n H., Corchado E. (eds) 14th Int&#8217;l Conf. on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019). SOCO 2019. Advances in Intelligent Systems and Computing, vol 950. Springer, Cham <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-20055-8_5\">https:\/\/doi.org\/10.1007\/978-3-030-20055-8_5<\/a><\/li>\n<li>Ferreira A.C., Cardoso J.M.P. (2019) <strong>Graph-Based Code Restructuring Targeting HLS for FPGAs<\/strong>. In: Hochberger C., Nelson B., Koch A., Woods R., Diniz P. (eds) Applied Reconfigurable Computing. ARC 2019. Lecture Notes in Computer Science, vol 11444. Springer, Cham <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-17227-5_17\">https:\/\/doi.org\/10.1007\/978-3-030-17227-5_17<\/a><\/li>\n<li>Cunha, T., Soares, C., &amp; Carvalho, A. C. P. L. F. (2017). <strong>\u201cMetalearning for Context-aware Filtering: Selection of Tensor Factorization Algorithms,\u201d<\/strong> In Proceedings of the Eleventh ACM Conf. on Recommender Systems &#8211; RecSys \u201917 (pp. 14\u201322). New York, New York, USA: ACM Press. <a href=\"https:\/\/doi.org\/10.1145\/3109859.3109899\">https:\/\/doi.org\/10.1145\/3109859.3109899<\/a><\/li>\n<li>Tiago Carvalho and Jo\u00e3o M. P. Cardoso. <strong>An approach based on a DSL + API for programming runtime adaptivity and autotuning concerns.<\/strong> In Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC \u201918). Association for Computing Machinery, New York, NY, USA, 1211\u20131220. DOI: <a href=\"https:\/\/doi.org\/10.1145\/3167132.3167263\">https:\/\/doi.org\/10.1145\/3167132.3167263<\/a><\/li>\n<li>S\u00e9rgio Esteves, Helena Galhardas, Lu\u00eds Veiga. <strong>Adaptive Execution of Continuous and Data-intensive Workflows with Machine Learning<\/strong>, in ACM International Middleware Conf. (Middleware 2018): 239-252 November 2018 Pages 239\u2013252. <a href=\"https:\/\/doi.org\/10.1145\/3274808.3274827\">https:\/\/doi.org\/10.1145\/3274808.3274827<\/a><\/li>\n<li>S\u00e9rgio Mendes, Jos\u00e9 Sim\u00e3o, Lu\u00eds Veiga. <strong>Oversubscribing micro-clouds with energy-aware containers scheduling.<\/strong> Presented at ACM\/SIGAPP Symposium On Applied Computing (SAC 2019): 130-137. April 2019. <a href=\"https:\/\/doi.org\/10.1145\/3297280.3297295\">https:\/\/doi.org\/10.1145\/3297280.3297295<\/a><\/li>\n<li>Hugo Cardoso, Jo\u00e3o Mendes-Moreira, <strong>Improving Human Activity Classification through Online Semi-Supervised Learning<\/strong>, proceedings of the workshop STREAMEVOLV co-located with ECML\/PKDD 2016. <a href=\"https:\/\/repositorio-aberto.up.pt\/handle\/10216\/86272\">https:\/\/repositorio-aberto.up.pt\/handle\/10216\/86272<\/a><\/li>\n<li>Hugo Cardoso, Jo\u00e3o Mendes-Moreira, <strong>Human activity recognition by means of online semi-supervised learning<\/strong>, 1st Workshop on Engineering Context-Aware Applications and Services (ECAAS 2016) co-located with 17th IEEE International Conference on Mobile Data Management, Vol. 2, pp 75-77, 2016. <a href=\"https:\/\/doi.org\/10.1109\/MDM.2016.93\">https:\/\/doi.org\/10.1109\/MDM.2016.93<\/a><\/li>\n<li>Kemilly Dearo Garcia, Jo\u00e3o Mendes-Moreira, Andr\u00e9 C.P.L.F. de Carvalho, <strong>A cluster-based prototype reduction for online classification<\/strong>. In International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), 21-23 November, Madrid, Spain, 2018: Part I. Lecture Notes in Computer Science 11314, Springer 2018, ISBN 978-3-030-03492-4, pp. 603-610. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-03493-1_63\">https:\/\/doi.org\/10.1007\/978-3-030-03493-1_63<\/a><\/li>\n<li>Paulo Barbosa, Kemilly Dearo Garcia, Jo\u00e3o Mendes-Moreira, Andr\u00e9 C.P.L.F. de Carvalho, <strong>Unsupervised Domain Adaptation for Human Activity Recognitio<\/strong>n. In International Conf. on Intelligent Data Engineering and Automated Learning (IDEAL), 21-23 November, Madrid, Spain, 2018. Part I. Lecture Notes in Computer Science 11314, Springer 2018, ISBN 978-3-030-03492-4, pp. 623-630. DOI: <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-03493-1_65\">https:\/\/doi.org\/10.1007\/978-3-030-03493-1_65<\/a><\/li>\n<li>Rodrigo Tavares Fernandes\u00a0and\u00a0<a href=\"https:\/\/www.inesc-id.pt\/member\/2448\/\">Jos\u00e9 Sim\u00e3o<\/a>and\u00a0<a href=\"https:\/\/www.inesc-id.pt\/member\/128\/\">Lu\u00eds Veiga<\/a>,\u00a0<strong>EcoVMBroker: Energy-aware Scheduling for Multi-layer Datacenters<\/strong>, presented at\u00a033rd ACM\/SIGAPP Symposium On Applied Computing (SAC 2018), Apr. 2018. <a href=\"https:\/\/doi.org\/10.1145\/3167132.3167178\">https:\/\/doi.org\/10.1145\/3167132.3167178<\/a><\/li>\n<li><a href=\"http:\/\/www.inesc-id.pt\/member\/2448\/\">Jos\u00e9 Sim\u00e3o <\/a>and\u00a0<a href=\"http:\/\/www.inesc-id.pt\/member\/7341\/\">S\u00e9rgio Esteves<\/a>\u00a0and\u00a0<a href=\"http:\/\/www.inesc-id.pt\/member\/128\/\">Lu\u00eds Veiga<\/a>,\u00a0<strong>SmartGC: Online Memory Management Prediction for PaaS Cloud Models<\/strong>, 25th International Conference on Cooperative Information Systems, Oct. 2017 (invited for special issue in FGCS). <a href=\"https:\/\/doi.org\/110.1007\/978-3-319-69462-7_25\">https:\/\/doi.org\/110.1007\/978-3-319-69462-7_25<\/a><\/li>\n<\/ul>\n<h2 style=\"text-align: left;\">National Conference\/Workshop Publications<\/h2>\n<ul>\n<li>Daniel Fernandes and Jo\u00e3o MP Cardoso, <strong>A Data Analytics Multistage DSL Targeting FPGA based Systems,<\/strong>\u201d in 11\u00ba Simp\u00f3sio Nacional de Inform\u00e1tica (INForum 2019 \u2014 inforum.org.pt), Guimar\u00e3es, Portugal 5-6 setembro de 2019. [article]<\/li>\n<li>Francisco Barbosa and Jo\u00e3o MP Cardoso, <strong>\u201cA Study on Making Feasible Smartphone-based Human Activity Recognition,\u201d<\/strong> in 11\u00ba Simp\u00f3sio Nacional de Inform\u00e1tica (INForum 2019 \u2014 inforum.org.pt), Guimar\u00e3es, Portugal 5-6 setembro de 2019. [article]<\/li>\n<\/ul>\n<h2><strong><u>PhD Thesis (ongoing):<\/u><\/strong><\/h2>\n<ul>\n<li>Kemilly Dearo Garcia, <strong>Multi-class novelty detection<\/strong>, joint-PhD ICMC-USP Brazil &amp; FEUP-UP Portugal. Advisor: Prof. Jo\u00e3o Moreira. work in progress<\/li>\n<li>Miguel E. Coimbra.\u00a0 <strong>Novel approaches for large distributed graph storage and optimized querying<\/strong>. PhD Thesis at Instituto Superior T\u00e9cnico, UL, Advisors: Lu\u00eds Veiga and A. P. Francisco. work in progress<\/li>\n<\/ul>\n<h2><strong><u>PhD Thesis (completed):<\/u><\/strong><\/h2>\n<ul>\n<li>Tiago Diogo Ribeiro de Carvalho, <strong>&#8220;Programming and Mapping Strategies for Embedded Computing Runtime Adaptability&#8221;,<\/strong> FEUP, Programa Doutoral em Engenharia Inform\u00e1tica (ProDEI), July 2019. (advisor: Jo\u00e3o MP Cardoso). <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/121797\/2\/345345.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/121797\/2\/345345.pdf<\/a><\/li>\n<li>S\u00e9rgio Ricardo de Oliveira Esteves. Advisors: Lu\u00eds Veiga and Jo\u00e3o Nuno de Oliveira e Silva. <strong>Techniques for Enhancing the Performance of Data-intensive Management Systems.<\/strong> PhD Thesis at Instituto Superior T\u00e9cnico, UL, Dec. 2018. <a href=\"https:\/\/covid19.ulisboa.pt\/prova-academica\/techniques-enhancing-performance-data-intensive-management-systems\">https:\/\/covid19.ulisboa.pt\/prova-academica\/techniques-enhancing-performance-data-intensive-management-systems<\/a><\/li>\n<li>Tiago Daniel S\u00e1 Cunha, <strong>\u201cRecommending Recommender Systems: tackling the Collaborative Filtering algorithm selection problem,\u201d<\/strong> FEUP, Programa Doutoral em Engenharia Inform\u00e1tica (ProDEI), Nov. 2019. (advisor: Carlos Soares). <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/125150\/2\/373188.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/125150\/2\/373188.pdf<\/a><\/li>\n<\/ul>\n<h2><strong><u>MSc Dissertations (concluded):<\/u><\/strong><\/h2>\n<ul>\n<li>Luis Manuel Tavares Jord\u00e3o Alves, <strong>Stream Economics &#8211; Resource Efficiency in Flink Stream Processing with Accuracy Awareness and Load-Shedding<\/strong>, MSc Thesis, IST\/UL, Jun 2018 (supervised by Lu\u00eds Veiga). <a href=\"https:\/\/fenix.tecnico.ulisboa.pt\/downloadFile\/563345090416168\/Dissertation.pdf\">https:\/\/fenix.tecnico.ulisboa.pt\/downloadFile\/563345090416168\/Dissertation.pdf<\/a><\/li>\n<li>Paulo Barbosa, <strong>Human Activities Recognition: A Transfer Learning Approach<\/strong>, MESW, FEUP, 2018 (defesa dia 6\/9\/2018). [advisor: Prof. Jo\u00e3o Moreira] <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/115994\/2\/291544.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/115994\/2\/291544.pdf<\/a><\/li>\n<li>Tomas Trigueiros de Sousa Pereira, <strong>\u201c\u03bc-cf2vec: Representation Learning for Personalized Algorithm Selection in Recommender Systems,\u201d<\/strong> MSc thesis, MIEEC. Faculty of Engineering, University of Porto, being written. (advisor: Prof. Carlos Soares, co-advisor: Dr. Tiago Cunha)<\/li>\n<li>Maria dos Santos de Abreu, <strong>\u201cLatent Context-aware Recommender Systems,\u201d<\/strong> MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2019-12-07. (advisor: Prof. Carlos Soares, co-advisor: Dr. Tiago Cunha)<\/li>\n<li>Tom\u00e1s Vieira Caldas, <strong>&#8220;From Binary to Multi-Class Divisions: improvements on Hierarchical Divisive Human Activity Recognition&#8221;.<\/strong> MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2019-12-07. (advisor: Prof. Jo\u00e3o Moreira, co-advisor: Prof. Jo\u00e3o Cardoso): <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/122948\/2\/359177.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/122948\/2\/359177.pdf<\/a><\/li>\n<li>Francisco Miguel de Lamares Martins Barbosa, <strong>&#8220;On Making Feasible Smartphone-Based Human Activity Recognition&#8221;<\/strong>. MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2019-12-07. (advisor: Prof. Jo\u00e3o Cardoso). <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/122868\/2\/358141.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/122868\/2\/358141.pdf<\/a><\/li>\n<li>Daniel Alexandre Pimenta Lopes Fernandes, <strong>&#8220;Acceleration of Applications with FPGA-Based Computing Machines: New DSL.&#8221;<\/strong> MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2019-12-07. (advisor: Prof. Jo\u00e3o Cardoso). <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/122824\/2\/358129.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/122824\/2\/358129.pdf<\/a><\/li>\n<li>Paulo Jorge Silva Ferreira, <strong>&#8220;Automatic switching between video and audio according to user&#8217;s context,&#8221;<\/strong> MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2019-25-02. (advisor: Prof. Jo\u00e3o Cardoso, co-advisor: Prof. Jo\u00e3o Moreira) <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/119353\/2\/320883.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/119353\/2\/320883.pdf<\/a><\/li>\n<li>Ricardo Manuel Correia Magalh\u00e3es, <strong>&#8220;Energy Efficient Smartphone-based Users Activity Classification&#8221;,<\/strong> MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2019-12-07. (advisor: Prof. Jo\u00e3o Cardoso, co-advisor: Prof. Jo\u00e3o Moreira) <a href=\"https:\/\/repositorio-aberto.up.pt\/handle\/10216\/119355\">https:\/\/repositorio-aberto.up.pt\/handle\/10216\/119355<\/a><\/li>\n<li>Joel Alexandre Ezequiel Dinis, <strong>&#8220;Hierarchical Classification using hierarchical clustering: an application to Human Activity Recognition&#8221;<\/strong>. MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2018-13-07. (advisor: Prof. Jo\u00e3o Moreira, co-advisor: Prof. Jo\u00e3o Cardoso) <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/114135\/2\/277713.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/114135\/2\/277713.pdf<\/a><\/li>\n<li>Afonso Soares Canas Ferreira,<strong> &#8220;Restructuring Software Code for High-Level Synthesis using a Graph-based Approach Targeting FPGAs,&#8221;<\/strong>. MSc thesis, MIEEC. Faculty of Engineering, University of Porto, 2018-20-07. (advisor: Prof. Jo\u00e3o Cardoso) <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/115047\/2\/280925.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/115047\/2\/280925.pdf<\/a><\/li>\n<li>Andr\u00e9 Filipe Pardal Pires. <strong>CARAVELA: Cloud@Edge A fully distributed and decentralized orchestrator for Docker containers<\/strong>. MSc Thesis, Instituto Superior T\u00e9cnico, UL, Nov. 2018 <a href=\"https:\/\/fenix.tecnico.ulisboa.pt\/downloadFile\/563345090416411\/Dissertacao.pdf\">https:\/\/fenix.tecnico.ulisboa.pt\/downloadFile\/563345090416411\/Dissertacao.pdf<\/a><\/li>\n<li>Nikola Koevski advised by<a href=\"http:\/\/www.inesc-id.pt\/member.php?pid=128\">Lu\u00eds Veiga<\/a>\u00a0and\u00a0<a href=\"http:\/\/www.inesc-id.pt\/member.php?pid=122\">Rodrigo Rodrigues<\/a>,\u00a0<strong><a href=\"http:\/\/www.inesc-id.pt\/ficheiros\/publicacoes\/11846.pdf\">Advanced Sampling in Stream Processing Systems<\/a><\/strong>, MSc Thesis on\u00a0Instituto Superior T\u00e9cnico, ULisboa,\u00a0 2016. <a href=\"https:\/\/www.inesc-id.pt\/publications\/11846\/pdf\/\">https:\/\/www.inesc-id.pt\/publications\/11846\/pdf\/<\/a><\/li>\n<li>Renato David Silva Rosa advised by <a href=\"http:\/\/www.inesc-id.pt\/member.php?pid=128\">Lu\u00eds Veiga<\/a>,\u00a0<strong><a href=\"http:\/\/www.inesc-id.pt\/ficheiros\/publicacoes\/12268.pdf\">Processamento aproximado de grafos (Approximate Graph Processing)<\/a><\/strong>, MSc Thesis on\u00a0Instituto Superior T\u00e9cnico, ULisboa,\u00a0 2016, <a href=\"https:\/\/fenix.tecnico.ulisboa.pt\/downloadFile\/1407770020545399\/processamento-aproximado-de-grafos.pdf\">https:\/\/fenix.tecnico.ulisboa.pt\/downloadFile\/1407770020545399\/processamento-aproximado-de-grafos.pdf<\/a><\/li>\n<li>Hugo Louro Cardoso. <strong>Predicting activities from smartphones,<\/strong> MSc thesis, MIEIC. Faculty of Engineering, University of Porto, 2016-07-05. (advisor: Prof. Jo\u00e3o Moreira). <a href=\"https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/89572\/2\/139181.pdf\">https:\/\/repositorio-aberto.up.pt\/bitstream\/10216\/89572\/2\/139181.pdf<\/a><\/li>\n<li>Jos\u00e9 Pedro Castro Fonseca, <strong>\u201cFPGA implementation of a LSTM Neural Network\u201d<\/strong> MSc Thesis, DEEC\/FEUP, July 22, 2016. (advisor: Prof. Jo\u00e3o Canas Ferreira). <a href=\"https:\/\/sigarra.up.pt\/faup\/en\/pub_geral.show_file?pi_doc_id=52684\">https:\/\/sigarra.up.pt\/faup\/en\/pub_geral.show_file?pi_doc_id=52684<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Books Jo\u00e3o Moreira, Andre Carvalho, Tom\u00e1s Horvath, A General Introduction to Data Analytics, Wiley, June 2018, ISBN: 978-1-119-29626-3. https:\/\/www.wiley.com\/en-us\/A+General+Introduction+to+Data+Analytics-p-9781119296263 Jo\u00e3o M. P. Cardoso, Jos\u00e9 Gabriel Coutinho, and Pedro C. Diniz, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":267,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-228","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages\/228","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/comments?post=228"}],"version-history":[{"count":20,"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages\/228\/revisions"}],"predecessor-version":[{"id":300,"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages\/228\/revisions\/300"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/media\/267"}],"wp:attachment":[{"href":"https:\/\/contextwa.inesctec.pt\/index.php\/wp-json\/wp\/v2\/media?parent=228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}