{"id":604,"date":"2020-01-23T09:39:40","date_gmt":"2020-01-23T09:39:40","guid":{"rendered":"https:\/\/nilg.ai\/?p=604"},"modified":"2024-06-15T21:50:32","modified_gmt":"2024-06-15T21:50:32","slug":"an-ai-blog-for-business-and-technical-people","status":"publish","type":"post","link":"https:\/\/nilg.ai\/en_us\/202001\/an-ai-blog-for-business-and-technical-people\/","title":{"rendered":"An AI blog for business and technical people"},"content":{"rendered":"<p><img decoding=\"async\" class=\"alignnone wp-image-616 size-large\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/01\/adult-blue-bull-nilgai-walking-forest-ranthambore-national-park-rajasthan-india-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" \/><\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">At <a href=\"https:\/\/www.nilg.ai\">NILG.AI<\/a>, we worked hard to become an active member of the Data Science community in Portugal, which has played a fundamental role in our initial growth by building an ever-growing network of people and ideas. This AI blog is a new way of giving back to the community by creating a space for continuous discussion and exchanging ideas. Here, you will find diverse content about <\/span><b>AI and its impact on multiple industries<\/b><span style=\"font-weight: 400;\">. The content will range from theory to applications, AI to business, and machine to human. While the content structure\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"size-medium wp-image-610 alignright\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/01\/pexels-pixabay-209728-300x201.jpg\" alt=\"\" width=\"300\" height=\"201\" \/><\/p>\n<p><span style=\"font-weight: 400;\">will evolve with time, we anticipate that we will cover the following formats:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Formal and <a href=\"https:\/\/nilg.ai\/blog\/202002\/ai-in-healthcare-from-disease-to-society\">personal opinion<\/a> about an AI concept.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Brainstorming on how to solve an AI use case.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">A showcase of our projects.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Interviews with members of the community.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Any other content that would make this your AI blog of preference.<\/span><\/li>\n<\/ul>\n<h3>Our AI blog: A knowledge-sharing initiative<\/h3>\n<p><span style=\"font-weight: 400;\">This AI blog aims to diversify our channels to share knowledge with others. In 2019, we promoted multiple initiatives. Namely:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">We had an active role in the <\/span><b>research community<\/b><span style=\"font-weight: 400;\">, building partnerships with major research centers in the region. This allowed us to create value beyond the existing knowledge frontiers. So, we published eight papers in scientific conferences and journals*, submitted two patents with <a href=\"http:\/\/nilg.ai\/clients\">our clients<\/a>, and co-supervised multiple MSc students.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">We made <\/span><b>learning and brainstorming new ideas<\/b><span style=\"font-weight: 400;\"> part of our daily routines. We organized +25 learning sessions in the second semester only, ranging from fundamental topics (e.g., transductive and semi-supervised learning) to very applied sessions where we discuss roadmaps for applying AI to new use cases.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">We participated in <\/span><b>local events<\/b><span style=\"font-weight: 400;\"> such as meetups (<\/span><a href=\"https:\/\/www.meetup.com\/datascienceportugal\/events\/266386342\/\"><span style=\"font-weight: 400;\">DSPT<\/span><\/a><span style=\"font-weight: 400;\"> and<\/span><a href=\"https:\/\/www.meetup.com\/pt-BR\/Machine-Learning-Porto\/events\/259154263\"> <span style=\"font-weight: 400;\">ML Porto<\/span><\/a><span style=\"font-weight: 400;\">) and regional conferences (<\/span><a href=\"https:\/\/sinf.pt\/talks\/small-datasets\"><span style=\"font-weight: 400;\">Semana Informatica<\/span><\/a><span style=\"font-weight: 400;\">,<\/span><a href=\"http:\/\/visum.inesctec.pt\/\"> <span style=\"font-weight: 400;\">VISUM<\/span><\/a><span style=\"font-weight: 400;\">,<\/span><a href=\"http:\/\/ibpria.org\/2019\/\"> <span style=\"font-weight: 400;\">IbPRIA<\/span><\/a><span style=\"font-weight: 400;\">, and<\/span><a href=\"http:\/\/recpad2019.dcc.fc.up.pt\/recpad\/index.html\"> <span style=\"font-weight: 400;\">RecPad<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Besides these initiatives, we forecast that 2020 will be the year where: <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img decoding=\"async\" class=\"size-medium wp-image-618 alignleft\" src=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/01\/image-3-300x196.png\" alt=\"\" width=\"300\" height=\"196\" \/><\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">We focus on expanding our range of action to other industries and countries.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">We go beyond consulting and work on internal products.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">We pave the path to becoming a global reference in AI &amp; DS.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>About the future<\/h3>\n<p>The future is uncertain -yes, even for a company that focuses on <a href=\"https:\/\/nilg.ai\/services\/\">predictions<\/a>&#8211; and, while we don\u2019t know for sure the success of this and other initiatives, we know that as long as we can help others to sail beyond the AI hype, we will keep working to fulfill our vision.<\/p>\n<blockquote><p>As long as we can help others to sail beyond the AI hype, we will keep working to fulfill our vision<\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">We hope you enjoy the result as much as we enjoy the process. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Stay tuned!<\/span><\/p>\n<h3>References<\/h3>\n<ul>\n<li>Silva, Wilson, Kelwin Fernandes, and Jaime S. Cardoso. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8852409\/\">&#8220;How to produce complementary explanations using an ensemble model.&#8221;<\/a> IJCNN. IEEE, 2019.<\/li>\n<li>Rio-Torto, Isabel, Kelwin Fernandes, and Lu\u00eds F. Teixeira. <a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-31332-6_1\">&#8220;Towards a Joint Approach to Produce Decisions and Explanations Using CNNs.&#8221;<\/a>\u00a0IbPRIA. Springer, Cham, 2019.Pernes, Diogo, Kelwin Fernandes, and Jaime S. Cardoso. <a href=\"https:\/\/www.mdpi.com\/2076-3417\/9\/4\/725\">&#8220;Directional Support Vector Machines.&#8221;<\/a>\u00a0Applied Sciences\u00a09.4 (2019): 725.\n<p>Ara\u00fajo, Ricardo J., Kelwin Fernandes, and Jaime S. Cardoso. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8658141\/\">&#8220;Sparse Multi-Bending Snakes.&#8221;<\/a>\u00a0IEEE Transactions on Image Processing\u00a028.8 (2019): 3898-3909.<\/p>\n<p>Rebelo, Jos\u00e9, Kelwin Fernandes, and Jaime S. Cardoso. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8857237\/\">&#8220;Quality-based Regularization for Iterative Deep Image Segmentation.&#8221;<\/a> EMBC. IEEE, 2019.<\/p>\n<p>Almeida, Eduardo Nuno, et al. <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8923217\">&#8220;A Machine Learning-Based Quality of Service Estimator for Aerial Wireless Networks.&#8221;<\/a>\u00a02019 WiMob. IEEE, 2019.<\/p>\n<p>Silva, Wilson, et al. <a href=\"http:\/\/www.aprp.pt\/wp-content\/uploads\/proceedings_recpad2019.pdf\">&#8220;Interpretable Ensemble Model for the Aesthetic Evaluation of Breast Cancer Treatments.&#8221;<\/a> RecPad, 2019.<\/p>\n<p>Rio-Torto, Isabel, Kelwin Fernandes, and Lu\u00eds F. Teixeira. <a href=\"http:\/\/www.aprp.pt\/wp-content\/uploads\/proceedings_recpad2019.pdf\">&#8220;Producing Decisions and Explanations: A Joint Approach Towards Explainable CNNs.&#8221;<\/a> RecPad, 2019.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>At NILG.AI, we worked hard to become an active member of the Data Science community in Portugal, which has played a fundamental role in our initial growth by building an ever-growing network of people and ideas. This AI blog is a new way of giving back to the community by creating a space for continuous [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":616,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[50],"tags":[44,48,49],"class_list":["post-604","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai4business","tag-ai4tech","tag-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>An AI blog for business and technical people - NILG.AI<\/title>\n<meta name=\"description\" content=\"Welcome to our AI blog. 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We cover multiple areas in Artificial Intelligence and Data Science, as well as applications in multiple industries.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/nilg.ai\/en_us\/202001\/an-ai-blog-for-business-and-technical-people\/\" \/>\n<meta property=\"og:site_name\" content=\"NILG.AI\" \/>\n<meta property=\"article:published_time\" content=\"2020-01-23T09:39:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-15T21:50:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/nilg.ai\/wp-content\/uploads\/2020\/01\/adult-blue-bull-nilgai-walking-forest-ranthambore-national-park-rajasthan-india-e1650449316708.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2048\" \/>\n\t<meta property=\"og:image:height\" content=\"1365\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Kelwin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@nilg_ai\" \/>\n<meta name=\"twitter:site\" content=\"@nilg_ai\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kelwin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/nilg.ai\/202001\/an-ai-blog-for-business-and-technical-people\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/nilg.ai\/202001\/an-ai-blog-for-business-and-technical-people\/\"},\"author\":{\"name\":\"Kelwin\",\"@id\":\"https:\/\/nilg.ai\/#\/schema\/person\/459afa4b4816694ebca008f362e65466\"},\"headline\":\"An AI blog for business and technical people\",\"datePublished\":\"2020-01-23T09:39:40+00:00\",\"dateModified\":\"2024-06-15T21:50:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/nilg.ai\/202001\/an-ai-blog-for-business-and-technical-people\/\"},\"wordCount\":582,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/nilg.ai\/#organization\"},\"keywords\":[\"AI4business\",\"AI4tech\",\"News\"],\"articleSection\":[\"News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/nilg.ai\/202001\/an-ai-blog-for-business-and-technical-people\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/nilg.ai\/202001\/an-ai-blog-for-business-and-technical-people\/\",\"url\":\"https:\/\/nilg.ai\/202001\/an-ai-blog-for-business-and-technical-people\/\",\"name\":\"An AI blog for business and technical people - NILG.AI\",\"isPartOf\":{\"@id\":\"https:\/\/nilg.ai\/#website\"},\"datePublished\":\"2020-01-23T09:39:40+00:00\",\"dateModified\":\"2024-06-15T21:50:32+00:00\",\"description\":\"Welcome to our AI blog. 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