{"id":42270,"date":"2025-06-25T16:22:24","date_gmt":"2025-06-25T14:22:24","guid":{"rendered":"https:\/\/blpredict.com\/research-innovation\/"},"modified":"2025-06-30T13:46:26","modified_gmt":"2025-06-30T11:46:26","slug":"research-innovation","status":"publish","type":"page","link":"http:\/\/blpredict.com\/en\/research-innovation\/","title":{"rendered":"Research &amp; Innovation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"42270\" class=\"elementor elementor-42270 elementor-42176\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d6b95a e-con-full e-flex e-con e-parent\" data-id=\"8d6b95a\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4cbdab7 e-con-full e-flex e-con e-child\" data-id=\"4cbdab7\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9fa1c44 e-flex e-con-boxed e-con e-child\" data-id=\"9fa1c44\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8e413cd e-con-full e-flex e-con e-child\" data-id=\"8e413cd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2a8e25 elementor-widget elementor-widget-the7-heading\" data-id=\"d2a8e25\" data-element_type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"the7-heading-title elementor-size-default\">Research &amp; Innovation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ee5dbc elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"0ee5dbc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>10 years of research to optimize equipment and the customer experience.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-933347e elementor-widget-tablet__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"933347e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"citation-41 citation-end-41\">Our <strong>research<\/strong> at BLPredict focuses on leveraging <strong>equipment<\/strong> data with <strong>AI<\/strong> to optimize performance and <strong>operational efficiency<\/strong><\/span>. Our R&amp;D researchers and engineers create new approaches <span class=\"citation-40 citation-end-40\">to <strong>transform your data into actionable intelligence<\/strong>, facilitating<span style=\"text-decoration: underline;\"> predictive maintenance, accelerated diagnostics and the transition to &#8220;Equipment as a Service&#8221; (EaaS) models<\/span><\/span>. <span class=\"citation-39 citation-end-39\">Our distributed and frugal AI algorithms and technologies enable significant reductions in operational costs, increased equipment availability and differentiation through innovative new services.<\/span><span style=\"background-color: transparent; word-spacing: normal;\">.<\/span> . <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f11acd e-con-full e-flex e-con e-child\" data-id=\"8f11acd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06b4e0b content-align-left the7-hover-visibility-disabled preserve-img-ratio-cover transform-overlay-yes exceeding-frame-yes elementor-widget elementor-widget-the7-image-widget\" data-id=\"06b4e0b\" data-element_type=\"widget\" data-settings=\"{&quot;hover_visibility&quot;:&quot;disabled&quot;}\" data-widget_type=\"the7-image-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"the7-image-container\"><div class=\"the7-image-wrapper the7-elementor-widget the7-transform-container\"><div class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1543\" height=\"2315\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201543%202315&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"detection\" sizes=\"(max-width: 1543px) 100vw, 1543px\" style=\"--ratio: 1543 \/ 2315;\" data-src=\"http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection.webp\" loading=\"eager\" data-srcset=\"http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection.webp 1543w, http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection-200x300.webp 200w, http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection-683x1024.webp 683w, http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection-768x1152.webp 768w, http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection-1024x1536.webp 1024w, http:\/\/blpredict.com\/wp-content\/uploads\/2023\/09\/detection-1365x2048.webp 1365w\" \/><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78c9e56 elementor-widget elementor-widget-spacer\" data-id=\"78c9e56\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6510c44 e-con-full e-flex e-con e-parent\" data-id=\"6510c44\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3fb806d elementor-widget elementor-widget-spacer\" data-id=\"3fb806d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e55671 elementor-widget elementor-widget-image\" data-id=\"0e55671\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.research-bl.com\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"88\" src=\"https:\/\/blpredict.com\/wp-content\/uploads\/2025\/06\/BL-RESEARCH-logo-blanc.-1024x300png-300x88.png\" class=\"attachment-medium size-medium wp-image-42284\" alt=\"\" srcset=\"https:\/\/blpredict.com\/wp-content\/uploads\/2025\/06\/BL-RESEARCH-logo-blanc.-1024x300png-300x88.png 300w, https:\/\/blpredict.com\/wp-content\/uploads\/2025\/06\/BL-RESEARCH-logo-blanc.-1024x300png-768x225.png 768w, https:\/\/blpredict.com\/wp-content\/uploads\/2025\/06\/BL-RESEARCH-logo-blanc.-1024x300png.png 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9fe754f e-con-full e-flex e-con e-child\" data-id=\"9fe754f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9170e92 elementor-widget-tablet__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-the7-heading\" data-id=\"9170e92\" data-element_type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"the7-heading-title elementor-size-default\">Discover our scientific publications<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-723ffe6 elementor-widget-tablet__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"723ffe6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Ducharlet, K., Trav\u00e9-Massuy\u00e8s, L., Lasserre, J.-B., Le Lann, M.-V., &amp; Miloudi, Y. (2024). Leveraging the Christoffel function for outlier detection in data streams. <em>International Journal of Data Science and Analytics.<\/em> <a href=\"https:\/\/doi.org\/10.1007\/s41060-024-00581-2\">https:\/\/doi.org\/10.1007\/s41060-024-00581-2<\/a><\/li><\/ul><ul><li>SAFRI, H., KANDI, M. M., &amp; MILOUDI, Y. (2024, September 17). Towards Efficient Belt Conveyor Maintenance: Leveraging Federated Learning. <em>The 2nd IEEE International Conference on Federated Learning Technologies and Applications (FLTA24)<\/em>. Valencia , Spain.  <\/li><\/ul><ul><li>Safri, H., Papadimitriou, G., &amp; Deelman, E. (2024). Dynamic Tracking, MLOps, and Workflow Integration: Enabling Transparent Reproducibility in Machine Learning. <em>2024 IEEE 20th International Conference on E-Science (e-Science)<\/em>, 1-10. <a href=\"https:\/\/doi.org\/10.1109\/e-Science62913.2024.10678658\">https:\/\/doi.org\/10.1109\/e-Science62913.2024.10678658<\/a> <\/li><\/ul><ul><li>Safri, H., Papadimitriou, G., Desprez, F., &amp; Deelman, E. (2024). A Workflow Management System Approach To Federated Learning: Application to Industry 4.0. <em>20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024, Abu Dhabi, United Arab Emirates, April 29 &#8211; May 1, 2024<\/em>, 259-263. <a href=\"https:\/\/doi.org\/10.1109\/DCOSS-IoT61029.2024.00047\">https:\/\/doi.org\/10.1109\/DCOSS-IoT61029.2024.00047<\/a> <\/li><\/ul><ul><li>Baudry, G., BA, P. A., &amp; Miloudi, Y. (2023, January 24). <em>Entre d\u00e9fis organisationnels, sociaux et techniques pour la production de la ville<\/em><em>: de la plateformisation des services <\/em><em>\u00e0 l&#8217;<\/em><em>usager vers la transversalit\u00e9<\/em><em>des <\/em><em>\u00e9changes<\/em>. Colloque international &#8211; Economie sociale et solidaire et Animation socioculturelle : quelles contributions dans la r\u00e9silience des territoires, Bordeaux, France. <a href=\"https:\/\/hal.science\/hal-03969467\">https:\/\/hal.science\/hal-03969467<\/a><\/li><\/ul><ul><li>Toufaili, E., Bortolaso, C., Miloudi, Y., Petit, J.-M., &amp; Scuturici, V.-M. (2023). Information visualization for industrial process monitoring. <em>International Database Engineered Applications Symposium Conference<\/em>, 107-114. <a href=\"https:\/\/doi.org\/10.1145\/3589462.3595631\">https:\/\/doi.org\/10.1145\/3589462.3595631<\/a><\/li><li>Ducharlet, K. (2023). <em>Anomaly detection in data flows for application in sensor networks<\/em> [Phdthesis, INSA de Toulouse]. <a href=\"https:\/\/laas.hal.science\/tel-04281671\">https:\/\/laas.hal.science\/tel-04281671<\/a><\/li><\/ul><pre> <\/pre><ul><li>Ducharlet, K., Trav\u00e9-Massuy\u00e8s, L., Le Lann, M.-V., &amp; Miloudi, Y. (2022, June). Study of unsupervised anomaly detection methods applied to data streams. <em>20th Rencontres Des Jeunes Chercheurs En Intelligence Artificielle.<\/em> <a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-03765550\">https:\/\/hal.archives-ouvertes.fr\/hal-03765550<\/a><\/li><\/ul><ul><li>Dufour, S., Mehdi Kandi, M., Boutamine, K., Gosset, C., Billami, M. B., Bortolaso, C., &amp; Miloudi, Y. (2022). BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity. <em>Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)<\/em>, 1221-1228. <a href=\"https:\/\/aclanthology.org\/2022.semeval-1.173\">https:\/\/aclanthology.org\/2022.semeval-1.173<\/a> <\/li><\/ul><ul><li>Safri, H., Kandi, M. M., Miloudi, Y., Bortolaso, C., Trystram, D., &amp; Desprez, F. (2022). Towards Developing a Global Federated Learning Platform for IoT. <em>2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS)<\/em>, 1312-1315. <a href=\"https:\/\/doi.org\/10.1109\/ICDCS54860.2022.00145\">https:\/\/doi.org\/10.1109\/ICDCS54860.2022.00145<\/a> <\/li><\/ul><ul><li>Toufaili, E., Miloudi, Y., &amp; Bortolaso, C. (2022). Information visualization adapted to industrial process monitoring. <em>PFIA 2022<\/em>. PFIA 2022 &#8211; IoT and AI Day, St Etienne, France.  <\/li><\/ul><ul><li>Ducharlet, K., Trav\u00e9-Massuy\u00e8s, L., Le Lann, M.-V., &amp; Miloudi, Y. (2020). A Multi-phase Iterative Approach for Anomaly Detection and Its Agnostic Evaluation.  <em>Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices <\/em>, 505-517.  <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-55789-8_44\">https:\/\/doi.org\/10.1007\/978-3-030-55789-8_44<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Research &amp; Innovation 10 years of research to optimize equipment and the customer experience. Our research at BLPredict focuses on leveraging equipment data with AI to optimize performance and operational efficiency. Our R&amp;D researchers and engineers create new approaches to transform your data into actionable intelligence, facilitating predictive maintenance, accelerated diagnostics and the transition to&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-42270","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Research &amp; Innovation - BLPredict<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/blpredict.com\/en\/research-innovation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research &amp; Innovation - BLPredict\" \/>\n<meta property=\"og:description\" content=\"Research &amp; Innovation 10 years of research to optimize equipment and the customer experience. 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