{"id":70,"date":"2020-01-08T11:26:56","date_gmt":"2020-01-08T11:26:56","guid":{"rendered":"http:\/\/ontsandquants.com\/wp\/?page_id=70"},"modified":"2020-01-08T11:26:56","modified_gmt":"2020-01-08T11:26:56","slug":"capabilities","status":"publish","type":"page","link":"http:\/\/ontsandquants.com\/wp\/?page_id=70","title":{"rendered":"Capabilities"},"content":{"rendered":"\n<p>Onts and Quants Capabilities<\/p>\n\n\n\n<ul><li>Predictive Analytics<ul><li>Statistical Modeling (Time Series techniques, various forms of regression)<\/li><\/ul><ul><li>Models based on Deep Learning (RNN, LSTM)<\/li><\/ul><\/li><li>Natural Language Processing<ul><li>Topic modeling (LDA, LSI)<\/li><\/ul><ul><li>Sentiment analysis<\/li><\/ul><\/li><li>Knowledge Engineering and Ontology Design<ul><li>Essential representations of domain concepts in terms of category hierarchy, descriptive attributes, and linking properties<\/li><\/ul><ul><li>Inference rules to transform assertions to knowledge.<\/li><\/ul><\/li><li>Machine Learning<ul><li>Classical Techniques (SVM, cluster analysis, etc.)<\/li><\/ul><ul><li>Deep Learning<\/li><\/ul><\/li><li>Test and Evaluation Design<ul><li>Identification of salient metrics and indicators<\/li><\/ul><ul><li>Multi-faceted analysis of test results<\/li><\/ul><\/li><li>Technical Advisory Services<ul><li>Keep abreast of state of the art, germane technical approaches.<\/li><\/ul><ul><li>Review performing contractor technical approaches, provide opinions on effectiveness to the Government Program Manager.<\/li><\/ul><ul><li>Assist the Government Program Manager in communicating the status of the R&amp;D program to senior management through analysis of performance and summaries of technical underpinnings.<\/li><\/ul><ul><li>Develop operationally relevant scenarios to showcase the features and innovations of advanced technology concepts.<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Onts and Quants Capabilities Predictive Analytics Statistical Modeling (Time Series techniques, various forms of regression) Models based on Deep Learning (RNN, LSTM) Natural Language Processing Topic modeling (LDA, LSI) Sentiment analysis Knowledge Engineering and Ontology Design Essential representations of domain concepts in terms of category hierarchy, descriptive attributes, and linking properties Inference rules to transform &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"http:\/\/ontsandquants.com\/wp\/?page_id=70\"> <span class=\"screen-reader-text\">Capabilities<\/span>Read More &raquo;<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=\/wp\/v2\/pages\/70"}],"collection":[{"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=70"}],"version-history":[{"count":1,"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=\/wp\/v2\/pages\/70\/revisions"}],"predecessor-version":[{"id":72,"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=\/wp\/v2\/pages\/70\/revisions\/72"}],"wp:attachment":[{"href":"http:\/\/ontsandquants.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=70"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}