I-SENSE (The Institute for Sensing And Embedded Network Systems Engineering) Florida Atlantic University Boca Raton, FL, USA { smazokha2016, fbao2015, gsklivanitis, jhallstrom } @fau.edu Abstract --WiFi-based mobility monitoring in urban environments can provide valuable insights into pedestrian and vehicle movements. However, MAC address randomization introduces a significant obstacle in accurately estimating congestion levels and path trajectories. T o this end, we consider radio frequency fingerprinting and re-identification for attributing WiFi traffic to emitting devices without the use of MAC addresses. We present MobRFFI, an AI-based device fingerprinting and re-identification framework for WiFi networks that leverages an encoder deep learning model to extract unique features based on WiFi chipset hardware impairments. It is entirely independent of frame type. When evaluated on the WiFi fingerprinting dataset WiSig, our approach achieves 94% and 100% device accuracy in multi-day and single-day re-identification scenarios, respectively. We also collect a novel dataset, MobRFFI, for granular multi-receiver WiFi device fingerprinting evaluation. Using the dataset, we demonstrate that the combination of fingerprints from multiple receivers boosts re-identification performance from 81% to 100% on a single-day scenario and from 41% to 100% on a multi-day scenario. Mobility monitoring in urban environments can provide valuable insights into pedestrian and vehicle movements. However, public disapproval of computer vision approaches due to privacy concerns opens opportunities for research into alternative, privacy-centric solutions, such as WiFi sensing. Modern mobile devices ubiquitously support the 802.11 standard and regularly emit WiFi probe requests for network discovery.

A YouTube based in Florida's iconic Haulover Inlet, set between Bal Harbour and Sunny Isles in Miami-Dade County, posted this video during a boozing weekend. The family of one of two teen boys facing felonies for dumping drums of trash into the Atlantic Ocean at Florida's annual Boca Bash issued an apology after their son turned himself in to the Florida Fish and Wildlife Conservation Commission (FWC). Now-viral drone footage shows the teens hefting two trash bins filled with bottles and other plastics over the railing of their fishing vessel as they speed away from the boozy water gathering on April 28. As the boat of partiers zoomed away into the choppy waters of the Boca Raton inlet, the video pans out to the spread of debris left floating in their wake. Footage from the front of the boat shows the teens waving and laughing.

Doctors believe Artificial Intelligence is now saving lives after a major advancement in breast cancer screenings. In some cases, AI is detecting early signs of the disease years before doctors would find the cancer on a traditional scan. Boca Raton, FL – Some doctors believe artificial intelligence is saving lives after a major advancement in breast cancer screenings. In some cases, AI is detecting early signs of the disease years before the tumor would be visible on a traditional scan. The Christine E. Lynn Women's Health and Wellness Institute at the Boca Raton Regional Hospital found a 23% increase in cancer cases since implementing AI during breast cancer screenings.

Does your car drive itself? And sooner than you expect. Analysts predict the global self-driving car market to grow from 20.3 million units in 2021 to 62.4 million units by 2030, at a CAGR of 13.3%. Of course, that is still a small portion of the almost 1.5 billion cars in the world – 300 million of which are in the US. Still, these prospects excite Harald Braun, executive chairman of Guident, a Boca Raton-based startup that is developing software to power the next generation of autonomous vehicles. "I focus on making autonomous vehicles connected," Braun told Refresh Miami.

BOCA RATON, Fla., Nov. 15, 2022 (GLOBE NEWSWIRE) -- Totaligent, Inc. ("Totaligent" or "the Company") (OTCPK: TGNT) announces it has completed testing of its scalable Nvidia clusters and has started to build a super cluster, with 2.4 Terabytes of GPU ram and 18 Terabytes of system ram. Totaligent's new supercomputer will allow the Company's Artificial Intelligence to deliver nearly instantaneous data processing and modeling for its person-based digital marketing platform. "Having the power and speed to deliver near real-time results when building target audiences from billions of records for customers is critical to Totaligent's success and acceptance in the person-based digital marketing world. Now, when we append large datasets that used to take days to process, our AI completes the task in about a minute. The combination of data, speed, and a complete set of easy-to-use marketing tools, at an affordable price, will enable Totaligent to provide unparalleled results for its users upon the launch of its integrated digital platform," stated Ted DeFeudis, CEO.

The Center for Connected Autonomy and Artificial Intelligence is housed in the state-of-the-art Engineering East building on the Boca Raton campus. Artificial intelligence technologies are quickly evolving and changing every aspect of industry in the United States and globally. Artificial intelligence enables autonomy by robotic mobility and control learned through examples and computational decision-making and estimation from data using past training data experience. It has the ability to process large amounts of data much faster and make predictions more accurately than humanly possible. To rapidly advance the field of artificial intelligence and autonomy, Florida Atlantic University's College of Engineering and Computer Science recently unveiled its "Center for Connected Autonomy and Artificial Intelligence" (CCA-AI), a cutting-edge center designed to accelerate the development of innovative artificial intelligence and autonomy solutions.

Dutch women's imaging software developer ScreenPoint Medical has installed its artificial intelligence (AI) software to improve early detection and treatment of breast cancer at Florida's Diagnostic Centers of America and Boca Radiology Group. The AI clinical decision-support software Transpara is available for regular 2D mammography as well as 3D mammography, also known as digital breast tomosynthesis (DBT). Diagnostic Centers of America is an outpatient imaging center with eight locations in Palm Beach County, FL. Boca Radiology Group has one location in Boca Raton, FL, with more than 35 radiologists.

Welcome to Episode 4 of the AI Blockchain Alliance with executives from Magic Leap, Office Depot & Modernizing Medicine EOS Miami, the founder of AI Blockchain Alliance, will be participating in the AI focused Ted Talk at Boca Raton Innovation Campus (where the IBM PC was invented!). AI is revolutionizing the way companies engage with customers, compete with each other, and grow in the marketplace. But the line between computer software and AI systems is opaque. And can machines really demonstrate intelligence? Learn how AI is fueling powerful ways to help companies get closer to their customers and share knowledge in an informative, effective and personalized exchange.

There's no question artificial intelligence and machine learning technologies are enabling important discoveries in healthcare, but there can be a bit of a disconnect among the various stakeholders using them. A panel discussion at the upcoming CNS Summit in Boca Raton, Fla. presents a rare opportunity to bring the parties together and foster collaboration.

In November 1977, some 300 executives and their wives flew in from all over the world on first-class tickets to spend four days in the sun at the Xerox World Conference. Between meetings for the men and fashion shows for the wives, the visitors slept in luxury rooms at the Boca Raton Hotel and Club and attended cocktail parties and a keynote by Henry Kissinger. Now, on the last morning of the last day, they had assembled for the highlight of the conference: Futures Day, an invitation-only demonstration of the Alto personal computer system developed at Xerox PARC, the company's research center in Palo Alto.