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Moving from rule based systems into Machine Learning by Aleksander Kijek (Nethone) at TECH Conference Europe 2019 (TCE2019)

Zoltán Tűndik

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Machine learning and rules-based systems are widely used to make inferences from data. It has been found that the two approaches have their strengths and weaknesses, however, it is useful to have a grasp of both.

Although not as popular anymore, rules-based systems do still have their place and it is worth understanding the distinction between these methods and where they might be valuable. You can find more details by searching for “rules-based systems vs machine learning”.

Rules-based systems in a nutshell

Rules-based systems are a simple kind of artificial intelligence, which use a series of IF-THEN statements that guide a computer to reach a conclusion or recommendation.

Machine learning is an alternative approach which can help to address some of the issues with rules-based methods. Rather than attempt to fully emulate the decision process of an expert or best practice, machine learning methods typically only take the outcomes from the experts.

During the inaugural PICANTE Tech Conference Europe, Aleksander Kijek, Chief Product Officer at Nethone, will explain how moving from rule based systems into machine learning can benefit your company in a panel discussion dedicated to the growing use of Artificial Intelligence by Start-ups and SMEs.

Aleksander Kijek will be joined by Jiří Třečák (CEO at Supernova) and Vojtech Chloupek (Partner at Bird & Bird).

About Aleksander Kijek

Experienced leader and new technologies enthusiast fascinated by fintech and neuroscience. Profoundly passionate about combining his technological and people skills in the IT world. Prior to joining Nethone, he developed his technical and soft skills as a leader of PISAK project (an initiative stimulating the social inclusion of heavily disabled people through technology) and a coordinator of multiple projects at American Jewish Joint Distribution Committee.

At Nethone, Aleksander is responsible for business and product development, workflow management and ensuring comprehensive operational excellence at the company.

Aleksander studied Neuropsychology and Neuroinformatics at the University of Warsaw.

PICANTE Tech Conference Europe is designed to bring both people and knowledge together and provides the excellent ecosystem of networking and learning opportunities without interruptions with emphasis on comfort and communication. After learning from genuine world-class experts and wayseers, meeting achievers shaping the B2B ecosystem, all attendees will get the chance to grab a drink and relax while networking at the evening social gathering.

REGISTER HERE or BROWSE THE AGENDA/PROGRAM!

Greetings!!!


Thank you for reading my articles and engaging with the hand picked PICANTE News!


Here are a few things you should know about me!


After accumulating enough experience by launching and building a successful media and events organizer company in the gaming industry, the opportunity to also move into more verticals just came naturally.


I've started writting in 2009 and thanks to my webdesigner skills, managed to develop some recognized review portals in several industries.


In 2015, I have moved deeper into journalism and media by co-founding a B2B publishing and events organizing company which we run in parallel with PICANTE New. My experience has lead me to move into the B2B sector and write about compliance updates and report around the happenings of the online and land based gaming sector.


In 2018 I've been invited to speak at a local TEDx event about Global Reputation Management in the Digital Era. You can view my talk on the following link on YouTube: https://www.youtube.com/watch?v=UVU9dOTiX7E


I have hunger for knowledge and always curious about what happens in tech and this is one of the reasons I've started writing and publishing news about several industries, such as AI, VR / AR, Blockhchain, Fintech. Came to realize there are many new things that are often overlooked in the busy media streams, thus would like to bring you some news about some of the newest releases and happenings.


But enough about me, I am sure you are interested in reading the news :)


You can find my articles and hand picked B2B news in the following categories:


BLOCKCHAIN, VIRTUAL REALITY (VR), AUGMENTED REALITY (AR), BANKING/FINANCIAL SERVICES, BLOCKCHAIN, COMPUTER ELECTRONICS, INNOVATIVE SOLUTIONS, ARTIFICIAL INTELLIGENCE, ADVERTISING, TRADE SHOW NEWS, and many more.



You can get in touch to discuss interviews or possible article submissions by contacting us.


Let's also connect via social media! You can find me on LinkedIn.

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Artificial Intelligence

MPOWER Financing rated Top international student lender by Nerdwallet and U.S. News

Vlad Poptamas

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Photo source: youtube.com / Sol Bee Jung
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MPOWER Financing, a mission-driven fintech that provides financial access to higher education for high-promise international and DACA students, was recognized by both Nerdwallet and U.S. News & World Report as the top student loan provider for international students.

Nerdwallet, a comparison website for personal finance products, awarded MPOWER a 5-star rating for its student loans, indicating that its products are “among the very best for consumer-friendly features.” Nerdwallet also commended MPOWER for offering loans that are “ideal for international and DACA students without a co-signer or U.S. credit history.” MPOWER’s loans are available to students from around the world for both graduate and undergraduate degrees at more than 350 top universities in the U.S.and Canada.

U.S. News & World Report recognized MPOWER Financing as the “best lender for international students.” This determination was made on the basis of MPOWER’s product offerings, cost, customer servicing ratings, eligibility, and other features. U.S. News also detailed that MPOWER’s underwriting process considers a student’s academic success and career path – a process that is enabled by MPOWER’s use of big data analytics and artificial intelligence.

“I was having a tough time obtaining education loans from India without collateral,” wrote Kaushik Krishnan, one of MPOWER’s early students. “MPOWER was truly life changing for me. I’ve since graduated from my Masters program, found a job, and paid off my loan.”

“MPOWER allowed me to achieve my dream,” said Sol Bee, a South Korean student. “I was admitted to Berkeley in Fall 2016, but I couldn’t afford it at the time. MPOWER empowered me to be who I wanted to be by allowing me to take control of my finances and my life.”

“We’re honored by the industry recognition we’ve received, and the hundreds of heartfelt stories we get from students whom we have the privilege to serve,” says Manu Smadja, Co-founder and CEO of MPOWER. “We’re working hard to further improve our customer experience and to remain the best international student lending product on the market.”

MPOWER Financing, headquartered in Washington, D.C., and with offices in Bengaluru, New York City, and Toronto, is a mission-driven fintech company and provider of global educational loans. It is the only student lender in the world that leverages both overseas and domestic credit data, as well as future earning potential, to serve high-promise international and DACA students. MPOWER Financing works with over 350 top universities and colleges across the U.S. and Canada to provide financing to students from over 200 countries. Since 2014, it has received over $1B in loan application volume on its platform. MPOWER Financing helps students build their credit histories and provides them with personal finance education and career support to help prepare for life after school. The team is backed by Zephyr Management, Goal Structured Solutions, Gray Matters Capital, Lloyd Crescendo Advisors, 1776, Village Capital, Potentia, Breega, VARIV, DreamIt, Fresco, Chilango, Common Sense Fund, K Street, and University Ventures.

 

SOURCE MPOWER Financing

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Artificial Intelligence

New Research Reveals SafelyYou’s AI-Enabled Fall Detection Reduces Need for Emergency Service Care in Dementia Care Facilities

Vlad Poptamas

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Real-time fall detection using SafelyYou’s artificial intelligence-enabled video recording reduced the need for emergency services by a staggering 80% in dementia care facilities, according to research results published in the American Journal of Managed Care. The study closely examined the impact of SafelyYou’s memory care-focused technology to detect falls, videotape falls and notify care staff so that video review of the incident could occur immediately after each fall.

“According to the Alzheimer’s Association Report (2016), fall injury is the leading cause of Alzheimer dementia–related hospitalizations, with $5.3 billion in annual cost to Medicare,” said Glen Xiong, Advisory Board Member for SafelyYou. “In residential care facilities, individuals with dementia fall, on average, four times per year and twice as often as other residents. Falls often go unwitnessed. Due to uncertainty regarding the seriousness of each fall, facility staff frequently activate local emergency medical teams to examine the residents, and such visits often result in emergency department visits.”

The study, supported in part by a National Institutes of Health, National Institute of Aging Small Business Innovation Research Grant, was conducted with enrolled participants on June 1 to Aug. 31, 2018. Fall incidents and outcomes were routinely recorded for facility residents, and facility staff reviewed the falls in real time, immediately after each incident, for study participants.

Among 147 falls in the control group, 52 (35.4%) resulted in EMT visits and 36 (24.5%) resulted in ED visits. In contrast, the intervention group had 83 falls, with 13 (15.7%) and seven (8.3%) resulting in EMT and ED visits, respectively. There were relative reductions of 75% in EMT visits and 80% in ED visits.

The AI-enabled camera fall detection system coupled with staff review of fall videos led to more accurate identification of serious falls and incidents compared with less serious falls, such as when a resident intentionally moved to the ground but did not fall.

“Using emergency services less frequently leads to lowered healthcare costs and stress for everyone,” said George Netscher, CEO of SafelyYou. “Speaking with families and hearing the testimonials is really the very best part of our day.”

For more information on the pilot study results, visit: American Journal of Managed Care. To learn more about reducing falls and ED visits for residents in memory care, contact info@safely-you.com.

 

SOURCE SafelyYou

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Artificial Intelligence

360Quadrants Recognizes IBM, Microsoft and Salesforce as Visionary Leaders in the AI in Fintech Space

Vlad Poptamas

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Photo source: aithority.com
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AI in Fintech solutions are used by enterprises to perform finance-related tasks that traditionally require human intelligence. These solutions leverage AI-equipped technology to allow the financial sector to design better investment strategies, swiftly detect anomalies, recognize patterns in data, implement voice recognition, and engage in thorough market analysis. Simply put, the AI in Fintech market hosts vendors that provide AI-enabled Fintech solutions.

360Quadrants the most granular comparison platform has released a quadrant on AI in Fintech Solutions to help businesses make quicker and more informed decisions. The quadrant has IBMMicrosoft and Salesforce sharing space as Visionary Leaders. 360Quadrants are generated post analysis of companies (product portfolios and business strategy). Quadrants will be updated every three months based on market and regional analysis and developments in AI in Fintech.

AI in Fintech Solutions Quadrant Highlights

360Quadrants covers 79 companies in the AI in Fintech Solutions space and places the top 44 of them in a quadrant depending on their quality, reliability, and business outcome. These 44 companies are categorized into Visionary Leaders, Dynamic Differentiators, Emerging Companies, and Innovators.

360Quadrants recognizes Intel Movidius Neural Compute Stick, Amazon AWS Alexa, Salesforce Einstein, Google Cloud Platform, Microsoft Cortana Intelligence Suite, and IBM Watson Platform as Visionary Leaders; IPSoft Amelia, ComplyAdvantage, Nuance Virtual Assistance, Inbenta InbentaBot, Digital Reasoning Conduct Surveillance as Innovators; Samsung and Microstrategy HyperIntelligence as Dynamic Differentiators; and DataRobot, Razorthink Big Brain, Numenta HTM for Stocks suite, Anodot AI Analytics, Brighterion Smart Agents, Kasisto Kai BankingNext IT AlmeZestFinance ZAML, Ayasdi Enterprise AI, Voyager Analytics, AlphaSense and Wallet. AI as Emerging Companies. The 360Quadrants platform provides the most granular AI in Fintech Solutions comparisons between vendors.

Additionally, 360Quadrants has dived deep into research and released a niche region-specific quadrant. This quadrant recognizes the top player in the market in specific regions. The regional quadrant covers North AmericaEuropeAsia PacificMEA, and Latin America. Intensive research was conducted to place companies in regional quadrants based on their developments, presence—both online and physical—and support/reach in specific regions. IBM Watson, Salesforce, and Microsoft are recognized as Visionary Leaders across regions. In the North America and Asia Pacific regions, Intel Movidius Neural Compute Stick is recognized as a Visionary Leader by 360Quadrants. Finally, for Latin America and MEA, 360Quadrants recognizes AWS as a Visionary Leader.

Methodology

The methodology used to rank AI in Fintech Solutions companies involved the use of extensive secondary research to identify key vendors by referring to annual reports, press releases, investor presentations, white papers, and various related directories and databases. 44 key vendors were shortlisted based on their breadth of product offerings, organization size, and other criteria. The scores and weights for shortlisted vendors against each parameter were finalized post research.  After the finalization of ratings, each vendor was placed in the most relevant quadrant based on their score in the product offering and business strategy parameters.

 

SOURCE 360Quadrants

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