[]Free Registration (with a Zoom account; you can get one for free if you don't already have it):<a href="https://sjsu.zoom.us/meeting/register/tZcsc-CoqjwpG9aPDHfg6Axqvn90i4uQRmqrSynopsis:For" target="_blank" title="https://sjsu.zoom.us/meeting/register/tZcsc-CoqjwpG9aPDHfg6Axqvn90i4uQRmqrSynopsis:For">https://sjsu.zoom.us/meeting/register/tZcsc-CoqjwpG9aPDHfg6Axqvn90i4uQRmqrSynopsis:For a long time, the AI/ML community relied on traditional evaluation metrics such as the confusion matrix, accuracy, precision, and recall for assessing the performance of machine learning models. However, the rapidly evolving field has been raising several ethical concerns, which calls for a more comprehensive evaluation scheme. In easy-to-understand language, this talk will delve into the quantitative analysis of model performance, emphasizing the critical importance of explainability. As ML models become increasingly complex and pervasive, understanding their decision-making processes is paramount. We'll explore various performance metrics, their limitations, and the growing need for transparency. Topics covered include Cohen’s Kappa Statistic, Matthew's correlation coefficient (MCC), Confusion Matrix, Precision, Recall, G-measure, ROC Curve, Youden's J statistic, Type II Adversarial attack, R-squared, LIME, SHAP, and <a href="http://more.Speaker(s):" target="_blank" title="more.Speaker(s):">more.Speaker(s): Dr. Vishnu S. PendyalaVirtual: https://events.vtools.ieee.org/m/442073

​​​​​​Kick off the New Year with an exclusive joint collaboration between the IEEE Southern Alberta Section Young Professionals and SPE (Society of Petroleum Engineers) Calgary Young <a href="http://Professionals.This" target="_blank" title="Professionals.This">Professionals.This is a private event hosted at the Calgary Winter Club (CWC), where you will enjoy an evening of 10-pin bowling in a state-of-the-art bowling facility while networking with fellow engineers and enjoy dinner. Tickets are limited, so grab yours before this event sells out! Bowling lanes, shoe rentals, food and non-alcoholic drinks are <a href="http://included.If" target="_blank" title="included.If">included.If you have any questions, please contact Andrei at (http://[email protected]/)***" target="_blank" title="outlook.com](http://[email protected]/)***">outlook.com](http://[email protected]/)*** EXTENDED REGISTRATION *** Registration Closes on Friday, January 10th at 4:00pm <a href="http://MST.Please" target="_blank" title="MST.Please">MST.Please Note: Food will be served at this event. Please be sure to include your dietary restrictions during the online registration process. We cannot guarantee we will be able to accommodate your request, but we will do our best to <a href="http://accommodate.Co-sponsored" target="_blank" title="accommodate.Co-sponsored">accommodate.Co-sponsored by: Society of Petroleum Engineers Calgary Young ProfessionalsAgenda: Check-In: 3:30-3:45 PMBowling, Networking & Food: 4:00-7:00 PMCheck in at the CWC Lobby. If you are arriving late, please notify the event <a href="http://host.4611" target="_blank" title="host.4611">host.4611 14 St NW, Calgary, Alberta, Canada, T2K1J7

Research workshopCo-sponsored by: R7002701 - Okanagan SubsectionSpeaker(s): , , 1000 K.L.O., Kelowna, British Columbia, Canada, Virtual: https://events.vtools.ieee.org/m/451137

The 16th Annual Celebration of Women in Engineering Wine & Cheese is a night designed to spark valuable discussions in a low-pressure environment for individuals who are seeking to expand their network. Wine & Cheese offers a gateway to connect to people from industry and academia, including students, in the engineering and science fields. You are invited to meet others over refreshments and create lasting connections for years to come!Our team is focused on connecting passionate and motivated individuals with the opportunities that will help them make an impact. We believe that getting creative and intellectual people to the places that they can excel is essential in building a sustainable and innovative <a href="http://future.The" target="_blank" title="future.The">future.The event is a cocktail style event, with light appetizers and drinks (including non-alcoholic beverages). Business casual or business formal dress <a href="http://code.------------------------------------------------------------------------------------------------------------------------------------------------La" target="_blank" title="code.------------------------------------------------------------------------------------------------------------------------------------------------La">code.------------------------------------------------------------------------------------------------------------------------------------------------La 16e édition annuelle de la célébration Women in Engineering Wine & Cheese offre une occasion unique à l'industrie de se connecter avec des étudiants en ingénierie et en sciences cherchant à élargir leur réseau et à engager des discussions enrichissantes dans un cadre détendu. Universitaires, professionnels de l'industrie et étudiants sont invités à se rencontrer autour de rafraîchissements pour établir des liens durables pour les années à <a href="http://venir.Notre" target="_blank" title="venir.Notre">venir.Notre équipe se consacre à connecter des individus passionnés et motivés avec les opportunités qui leur permettront d'avoir un impact. Nous croyons que permettre à des personnes créatives et intellectuelles de s’épanouir dans des environnements propices est essentiel pour construire un avenir durable et <a href="http://innovant.L'événement" target="_blank" title="innovant.L'événement">innovant.L'événement est un événement de style cocktail, avec des canapés légères et des boissons (y compris des boissons non alcooliques). Tenue décontractée <a href="http://professionnelle.240">professionnelle.[]240 McLeod St, Ottawa, Ontario, Canada, K2P 2R1

Join us for an exclusive half-day tour of the HVDC site, offering a unique opportunity to explore advanced high-voltage direct current technology firsthand. This event is designed to provide participants with valuable insights into HVDC systems through presentations and a guided site <a href="http://visit.Date" target="_blank" title="visit.Date">visit.Date & Time:9:00 AM to 12:00 PMAgenda:9:00 – 9:30 AM: Introduction9:30 – 10:00 AM: Technical Presentation10:00 – 11:45 AM: Guided Site Tour11:45 – 12:00 PM: Regroup and Closing Discussion12:00 - 1:00 PM: LunchPersonal Protective Equipment (PPE) Mandatory Requirements:- Steel-toe boots (Participants must bring their own)- Coverall (Provided on-site by AltaLink)- Hardhat (Provided on-site by AltaLink)- Safety glasses (Provided on-site by AltaLink)This is an excellent opportunity for IEEE participants to gain practical exposure to HVDC technology while ensuring safety <a href="http://on-site.Note:" target="_blank" title="on-site.Note:">on-site.Note: Arrive promptly to allow time for PPE preparation and safety <a href="http://orientation.Lunch" target="_blank" title="orientation.Lunch">orientation.Lunch will be <a href="http://provided.Langdon">provided.[]Langdon, Alberta, Canada