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Fujitsu and France’s Inria Develop New Time-Series AI Technology to Identify Causes of Data Anomalies

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TOKYO, Jul 16, 2021 – (JCN Newswire) – Fujitsu Limited and Inria, the French national research institute for digital science and technology, today announced the development of a new AI technology that can identify factors contributing to anomalies in time series data.

Fig. 1 TDA-based technology for identifying the causes detecting anomalies
Fig. 2 EEG data of delirium state (blue line) and EEG data judged to be normal generated by this technology (red line)

In recent years, various kinds of time-series data collected in fields including healthcare, social infrastructure, and manufacturing have been leveraged by AI to perform situational judgment and detect anomalies. In the case of time-series data, however, there are a wide range of factors that can contribute to AI decision-making. This means that even experts find it difficult to notice what kind of changes in the data contributed to an anomaly detection making it difficult to take appropriate measures to prevent their occurrence.

Fujitsu and Inria, more specifically the Inria’s DATASHAPE Project Team led by Frederic Chazal in France, have now successfully developed a new technology based on Topological Data Analysis (TDA)(1) that can identify the factors contributing to anomaly detections by AI for time series data and visualize the differences in AI decisions during normal and anomalous circumstances.

Fujitsu and Inria anticipate that this will contribute to the analysis of the causes of anomalies in time series data for various phenomena, clarifying the mechanism surrounding the occurrence of anomalies, as well as the discovery of new solutions to these.

This technology will be presented as one of just 3% of total submitted papers as a “Long Talk” presentation at the Thirty-eighth International Conference on Machine Learning (ICML), the leading international conference in the field of machine learning, which opens virtually from July 18th, 2021.

Newly Developed Technology

Fujitsu and Inria have developed an AI technology that can determine the cause of anomalies in time-series data, consisting of the following key features.
1) Using an analysis technology developed by Fujitsu that extract features that affect judgement from time-series data and detects anomalies (2), the characteristics that led to the anomalous judgment as well as the unrelated characteristics from the data that was judged to be anomalous by the AI are mapped onto a plane (TDA space).
2) The technology transforms the point data of the characteristic that is the cause closer to the point data group of the characteristic that is not the cause on the plane.
3) The time-series data is deformed based on the conversion of the characteristics of the point data, and the data judged to be normal is generated.
This allows the waveform of normal and anomalous time-series data to be compared and enables the user to visually investigate the cause of the anomaly.

The newly developed technology was applied to test the possibility of detecting symptoms of delirium (3) using actual electroencephalography (EEG) data (4) collected in strict accordance with ethical guidelines. Using the newly developed technology, it was confirmed that the characteristics of the brain wave of the time series data coincided with the “slowing” phenomenon (5) that at times accompanies the state of delirium. These results offer the potential to help medical professionals interpret the data to help determine the cause of these symptoms. This may one day contribute to important medical developments, including the ability to discover possible precursors to diseases that have been difficult to identify with conventional techniques, as well as the discovery of preventive treatments. The technology could also be applied to shed light on the mechanisms of diseases that are not yet well-understood.

Comments from Dr. Gen Shinozaki, ASSOCIATE PROFESSOR OF PSYCHIATRY AND BEHAVIORAL SCIENCES, Stanford University School of Medicine

Due to the nature of the random signals, it has proven difficult to use EEG data quantitatively and accurately to identify certain disorders. In recent years, advances in data processing technologies, such as AI, have made it possible to better understand the characteristic changes in subtle brain waves. These advances are important not only for diagnosing various disorders, but also for understanding the treatment response and the pathophysiological mechanism. The technology developed by Fujitsu and Inria has successfully captured the unique characteristics of brain waves in patients suffering from delirium. In addition to verifying this, we anticipate that further improvement and practical use of this technology will ultimately offer the potential to achieve accurate diagnosis, monitoring of treatment response and the elucidation of pathophysiology for other disorders.

Future Plans

Fujitsu and Inria plan to encourage the use of the jointly developed technology in field work and experiments at companies and research institutes, and proceed with verifying the technology.

(1) Topological Data Analysis (TDA):
A method for analyzing data in which data are arrayed in a cluster of points in space, and geometric data is extracted from the cluster.
(2) an analysis technology developed by Fujitsu that classifies time-series data by features and detects anomalies:
Fujitsu and France’s Inria Jointly Develop Technology to Automatically Create Anomaly-Detecting AI Models (Press Release: 2020/3/16)
(3) delirium:
a syndrome, or group of symptoms, caused by a disturbance in the normal functioning of the brain.
(4) actual EEG data:
the newly developed technology was applied to the electroencephalographic data of approximately 600 patients, who consented to participate in research with Dr. Shinozaki, at the University of Iowa. Professor Shinozaki has been an Associate Professor at Stanford University since June 2021.
(5) slowing phenomenon:
a phenomenon that frequently occurs in the EEG data of patients suffering from delirium.

About Fujitsu

Fujitsu is the leading Japanese information and communication technology (ICT) company offering a full range of technology products, solutions and services. Approximately 126,000 Fujitsu people support customers in more than 100 countries. We use our experience and the power of ICT to shape the future of society with our customers. Fujitsu Limited (TSE:6702) reported consolidated revenues of 3.6 trillion yen (US$34 billion) for the fiscal year ended March 31, 2021. For more information, please see www.fujitsu.com.

About Inria

Inria is the French national research institute for digital science and technology. World-class research, technological innovation and entrepreneurial risk are its DNA. In 200 project teams, most of which are shared with major research universities, more than 3,500 researchers and engineers explore new paths, often in an interdisciplinary manner and in collaboration with industrial partners to meet ambitious challenges.

As a technological institute, Inria supports the diversity of innovation pathways: from open source software publishing to the creation of technological startups (Deeptech).
www.inria.fr.

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Source: https://www.jcnnewswire.com/pressrelease/68104/3/

Cleantech

Solar Retailers: Stop Searching For Solar Marketing Ideas. Your Passage To Growth Has Finally Arrived.

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Wednesday, July 28, 2021 – PV Passage is here with the goal to disrupt the solar industry. They are paving the way for smaller suppliers to compete against large-scale, corporate retailers.

Built from a team of industry professionals, each member has over 14 years of experience in the solar market. Lived experience from the days of pre-$8000 government rebates through turbulent markets and an ever-evolving industry to successfully support retailers in becoming long-term resilient players.

Acting as a guide, PV Passage’s purpose is to support the smaller suppliers in each step of the process. From lead generation to supply management to sales training, PV Passage is here to even the playing field, giving David the slingshot he needs to take on Goliath.

With a formula of proven solar marketing ideas, reliable and consistent supply, in-depth sales training, and a deep understanding of the industry, the team at PV Passage has got all you need to grow your striving business to reach its full potential

It’s no secret that the more prominent international suppliers dominate the industry. These companies have a stronghold in the supply chain. With no exclusivity offered, retailers are competing against each other for small profit margins. For the smaller of these retailers, it can be simply too hard to compete – until now.

No matter where in Australia you are located, PV Passage has proven solutions. From solar in Tasmania to Townsville to Byron Bay and beyond, a tailored solution to suit your business’s goals is waiting for you.

With vast experience navigating a competitive and cut-throat industry, the PV Passage team has identified the gaps that restrain quality operators from expanding beyond their limits. Knowing your product and delivering a flawless service is not always enough. Raising your profile to a necessary point of scale takes time and knowledge. This is where the challenges arise. This is where PV Passage fills the gap for small but ambitious solar providers.

Image by Free-Photos from Pixabay

The only solar distributor in Australia to offer real-world competitive advantages for the growing solar retailer. Advantages such as product exclusivity, geo exclusivity, tailored sales training, and a reliable supply chain. Retailers have the chance to skip the competition and focus on what they’re good at: providing a high-quality service.

PV Passage is looking for candidates that best match their growth model, and partnerships are limited, so enquire now if your business is ready to take passage.

Contact at www.pvpassage.com.au.


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Source: https://cleantechnica.com/2021/07/28/solar-retailers-stop-searching-for-solar-marketing-ideas-your-passage-to-growth-has-finally-arrived/

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Cleantech

Solar Retailers: Stop Searching For Solar Marketing Ideas. Your Passage To Growth Has Finally Arrived.

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Wednesday, July 28, 2021 – PV Passage is here with the goal to disrupt the solar industry. They are paving the way for smaller suppliers to compete against large-scale, corporate retailers.

Built from a team of industry professionals, each member has over 14 years of experience in the solar market. Lived experience from the days of pre-$8000 government rebates through turbulent markets and an ever-evolving industry to successfully support retailers in becoming long-term resilient players.

Acting as a guide, PV Passage’s purpose is to support the smaller suppliers in each step of the process. From lead generation to supply management to sales training, PV Passage is here to even the playing field, giving David the slingshot he needs to take on Goliath.

With a formula of proven solar marketing ideas, reliable and consistent supply, in-depth sales training, and a deep understanding of the industry, the team at PV Passage has got all you need to grow your striving business to reach its full potential

It’s no secret that the more prominent international suppliers dominate the industry. These companies have a stronghold in the supply chain. With no exclusivity offered, retailers are competing against each other for small profit margins. For the smaller of these retailers, it can be simply too hard to compete – until now.

No matter where in Australia you are located, PV Passage has proven solutions. From solar in Tasmania to Townsville to Byron Bay and beyond, a tailored solution to suit your business’s goals is waiting for you.

With vast experience navigating a competitive and cut-throat industry, the PV Passage team has identified the gaps that restrain quality operators from expanding beyond their limits. Knowing your product and delivering a flawless service is not always enough. Raising your profile to a necessary point of scale takes time and knowledge. This is where the challenges arise. This is where PV Passage fills the gap for small but ambitious solar providers.

Image by Free-Photos from Pixabay

The only solar distributor in Australia to offer real-world competitive advantages for the growing solar retailer. Advantages such as product exclusivity, geo exclusivity, tailored sales training, and a reliable supply chain. Retailers have the chance to skip the competition and focus on what they’re good at: providing a high-quality service.

PV Passage is looking for candidates that best match their growth model, and partnerships are limited, so enquire now if your business is ready to take passage.

Contact at www.pvpassage.com.au.


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Source: https://cleantechnica.com/2021/07/28/solar-retailers-stop-searching-for-solar-marketing-ideas-your-passage-to-growth-has-finally-arrived/

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ACN Newswire

VFS Global opens new UAE Attestation Centres in the Philippines

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MANILA, July 28, 2021 – (ACN Newswire) – Customers in the Philippines can directly visit the UAE Attestation Centres located in Makati City, Malate in Manila and Cebu without any prior appointment for document attestation services which commenced on 1 July 2021. Services at the Centre include personal documents (Birth Certificate, Marriage Certificate etc.), educational documents (School Certificate, Diploma etc.), and commercial documents (Business Registrations, Invoices).

Customers who are travelling to UAE or the Middle East can submit their documents in person for attestation by walk-in directly at our new centres that adhere to the stringent safety and physical distancing guidelines prescribed by the World Health Organisation and local authorities. The convenience of doorstep document collection and delivery with real-time tracking of key documents via courier will be made available soon for the residents in these three locations. The mode of payment is cash only at present. Please note that all documents submitted for attestation should already have an apostille by DFA (Department of Foreign Affairs), UAE.

Commenting on the inauguration of the new UAE Attestation Centres, Mr Jiten Vyas, Regional Group COO, VFS Global, “We are excited to extend our long-standing partnership with the Government of the UAE to the next level through the launch of the new Attestation Centres in cooperation with the UAE Ministry of Foreign Affairs. By leveraging on our vast operations network and expertise in Attestation services globally, our newly opened UAE Attestation Centres across the Philippines will offer an enhanced experience for customers with a secure application process and with a range of Value Added Services like pick and drop, end-to-end support, courier, translation etc.”

Key advantages of the new UAE Attestation Centre include:
– Secured end to end process legalisation process
– Safety of documents shared for attestation and legalisation
– On-time processing and return of important documents

Important information for UAE attestation services customers in the Philippines:

As the safety of our customers and employees is our priority, VFS Global has implemented strict health and safety measures in line with Government guidelines for physical distancing at the Centres. Customers must wear a face mask/face covering to enter the premises, and a temperature reading will be required on arrival. Customers exhibiting COVID-19 symptoms, including fever (higher than 37.3 degrees Celsius), cough and difficulty in breathing, will not be allowed to proceed with their applications and be allowed to reschedule their appointments for another day.

Customers can visit our website: http://www.vfsattestation.com/philippines/ or call our helpline number +639190615894 or email us [email protected] for more details.

UAE Attestation Centre
– Address in Makati City: VFS Global, Unit M01, Mezzanine Floor, Ecoplaza Building, 2305 Chino Roces Ave.Extension, Makati City, Metro Manila 1231, Philippines
– Address in Malate: VFS Global, Ground Floor, DY International Building, San Marcelino corner Gen. Malvar St. Malate, Manila 1004, Philippines
– Address in Cebu: VFS Global, 5th Floor Unit 503 Kepwealth Center, Samar Loop cor. Cardinal Rosales Avenue, Cebu Business Park, Cebu City 6000, Philippines
Email id: [email protected]
Helpline: +639190615894
Website: http://www.vfsattestation.com/philippines/
Submission Timing: 0900 hrs – 1300 hrs (Monday to Friday, except holidays)

*VFS Global will be responsible only for accepting applications for client missions. All applications submitted will continue to be assessed and processed by the respective client missions. Timelines for turnaround are as per the discretion of the authorities.

About VFS Global

VFS Global is the world’s largest outsourcing and technology services specialist for governments and diplomatic missions worldwide. With 3523 Application Centres, operations in 143 countries across five continents and over 230 million applications processed (since inception in 2001) as on 30 June 2021, VFS Global is the trusted partner of 62 client governments. The company manages non-judgmental and administrative tasks related to applications for visa, passport and consular services for its client governments, enabling them to focus entirely on the critical task of assessment.

VFS Global is majority owned by the global investment organisation EQT. The Swiss-based Kuoni and Hugentobler Foundation holds a minority stake in VFS Global. EQT is a global investment organisation with offices in Europe, North America and Asia-Pacific and a 27-year track record of consistent investment performance across multiple geographies, sectors, and strategies. EQT AB Group is listed on the Nasdaq Stockholm stock exchange. EQT manages and advises a range of specialized investment funds and other investment vehicles that invest across the world with the mission to generate attractive returns and future-proof companies. EQT funds’ investors do not influence portfolio companies’ decision making or strategies. Nor do they have access to private and confidential business assets or client and customer data.

Media Contact
Sukanya Chakraborty
[email protected]
[email protected]


Topic: Press release summary
Source: VFS Global

Sectors: Travel & Tourism, Daily News, Legal & Compliance, Local Biz, Government
https://www.acnnewswire.com

From the Asia Corporate News Network

Copyright © 2021 ACN Newswire. All rights reserved. A division of Asia Corporate News Network.

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Source: https://www.acnnewswire.com/press-release/english/68268/

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ACN Newswire

DigiMax Expands Global Marketing into Asia with Signing of Collaboration Deal in Hong Kong

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TORONTO, ON, July 28, 2021 – (ACN Newswire) – DigiMax Global Inc. (the “Company” or “DigiMax”) (CSE:DIGI)(OTC:DBKSF), a company that provides artificial intelligence (“AI”) and cryptocurrency technology solutions, is pleased to announce that it has signed its first collaboration agreement to expand CryptoHawk services into Hong Kong and surrounding areas.

CryptoHawk is an Artificial Intelligence driven, price-trend prediction tool that can be profitably used by any investor interested in trading Bitcoin or Ethereum. The tool is different as it uses AI and machine learning to capture profit from the volatility of crypto currencies, rather than incur the risk of buy-and-hold investments. As previously announced by the Company, in its first full month of operation in June 2021, CryptoHawk signals achieved a 1-month, long-short return on BTC of more than 25% compared to a buy-and-hold return for the same period of a loss of 10%. In both up and down markets, CryptoHawk has the potential to deliver subscribers much higher returns when trading.

DigiMax is collaborating with Mr. Tony Tong in Hong Kong and other Asian regions where he has substantial influence. Mr. Tong is Co-Chairman & Co-Founder of Hong Kong Blockchain Association HKBA.hk.org, Council Member of International Digital Asset Exchange Association IDAXA.org , and President of GlobalSTOx.io & APX.HK. After graduating in engineering at the University of Minnesota and spending 15 years in the United States in several leading high-tech companies, Mr. Tong returned to Hong Kong where he has held many high-profile roles a few of which include:

– Co-Founder of Pacific Financial Services and Super Angels Ventures.
– Frequent speaker and bilingual moderator for leading fintech, blockchain, investment banking events, including Blockchain Economic Forum Singapore, Global Gaming Expo G2EAsia, Goldman Sachs, UBS, CLSA , Morgan Stanley Asia Investment Summit, Bank of America Merrill Lynch China Investment Summit.

The collaboration agreement between DigiMax and Mr. Tong will include the issuance of 200,000 common shares of DigiMax and an award of additional shares as he assists DigiMax in successfully completing partnering deals with exchanges or directly increasing the number of CryptoHawk subscribers in Asia.

“We have known DigiMax and its founders since 2017 and we are impressed that they have withstood the test of time in the cryptocurrency and blockchain world,” said Tony Tong. “The CryptoHawk offering is already proving itself as an excellent tool for crypto traders to use to increase their returns and we look forward to working together to develop more markets in Asia with them.”

“We are excited to be able to join forces with Tony Tong who we respect as a prominent leader in the crypto industry in Asia,” said DigiMax CEO, Chris Carl. “Tony has been a leader and an innovator in every facet of the blockchain and crypto currency space and we are certain that CryptoHawk can deliver a whole new level of value and power to anyone interested in trading or owning crypto currencies in their portfolio.”

KIROBO Update

Kirobo, a blockchain technology company into which DigiMax has made a strategic investment (see May 3, 2021 Press Release), yesterday announced it has launched its ‘P2P Swap Button’, a decentralized tool allowing cryptocurrency users to execute token swaps without having to use an exchange or custodial third party.

By taking the swap off-exchange, the tool allows users to decide their own prices for their tokens and transact directly with peers. As a result, slippage is avoided completely.

Asaf Naim, co-founder and CEO of Kirobo, said: “Until now, it wasn’t possible to execute a swap without losing money, because exchange algorithms adjust token prices according to the amounts put up for sale. We’re allowing people to trade without an exchange and to set their own prices, with complete security, for the first time ever.”

Kirobo’s safe transfer platform secures transactions with an authentication key, the component parts of which are divided between the first party, the smart contract, and the Kirobo server. There’s no single point of failure, and Kirobo does not hold users’ funds at any point.

For more information, please see Kirobo’s full press release at: bit.ly/3zHLMZW

About DigiMax

DigiMax is an Artificial Intelligence technology company committed to unlocking the potential of disruptive technologies by providing advanced financial, predictive, and cryptocurrency solutions across various verticals. DigiMax is an official IBM Watson partner, and the Company’s engineering team has extensive experience in Machine Learning, Neural Language Processing, AI, Big Data and Cryptocurrency technology.

To learn more, visit our website: https://digimaxglobal.com/

Contact:

Martti Kangas
Investor Communications
647-521-9261
[email protected]

Chris Carl
President & CEO
416-312-9698
[email protected]

Cautionary Note Regarding Forward-looking Statements
This press release contains “forward-looking statements or information”. Forward-looking statements can be identified by words such as: anticipate, intend, plan, goal, seek, believe, project, estimate, expect, strategy, future, likely, may, should, will and similar references to future periods. Examples of forward-looking statements in this press release include, among others, statements we make regarding the uses of our CryptoHawk.ai and CryptoDivine.ai software and their potential benefits and uses, and information about future plans, expectations and objectives of the Company.

Forward-looking statements are neither historical facts nor assurances of future performance. Instead, they are based only on our current beliefs, expectations and assumptions regarding the future of our business, future plans and strategies, projections, anticipated events and trends, the economy and other future conditions. Because forward-looking statements relate to the future, they are subject to inherent uncertainties, risks and changes in circumstances that are difficult to predict and many of which are outside of our control. Our actual results and financial condition may differ materially from those indicated in the forward-looking statements. Therefore, you should not rely on any of these forward-looking statements. The Company may not actually achieve its plans, projections, or expectations. The forward-looking statements and information are based on certain key expectations and assumptions made by the Company, including expectations and assumptions concerning the uses, benefits and expectations of our CryptoHawk.ai and CryptoDivine.ai software. Important factors that could cause our actual results and financial condition to differ materially from those indicated in the forward-looking statements include, among others, the following: the adequacy of our cash flow and earnings, the benefits and uses of our software, the pricing and availability of our software, the availability of future financing and/or credit, and other conditions which may affect our ability to expand the App Platform and software described herein, the level of demand and financial performance of the cryptocurrency industry, developments and changes in laws and regulations, including increased regulation of the cryptocurrency industry through legislative action and revised rules and standards applied by the Canadian Securities Administrators, Ontario Securities Commission, and/or other similar regulatory bodies in other jurisdictions, disruptions to our technology network including computer systems, software and cloud data, or other disruptions of our operating systems, structures or equipment, the impact of Covid-19 or other viruses and diseases on the Company’s ability to operate, consumer sentiment towards the Company’s products and services, failure of counterparties to perform their contractual obligations, government regulations, competition, loss of key employees and consultants, and general economic, market or business conditions, the impact of technology changes on the products and industry, as well as those risk factors discussed or referred to in disclosure documents filed by the Company with the securities regulatory authorities in certain provinces of Canada and available at www.sedar.com. Given these risks, uncertainties and assumptions, you should not place undue reliance on these forward-looking statements.

Any forward-looking statement made by us in this press release is based only on information currently available to us and speaks only as of the date on which it is made. Except as required by applicable securities laws, we undertake no obligation to publicly update any forward-looking statement, whether written or oral, that may be made from time to time, whether as a result of new information, future developments or otherwise.


Topic: Press release summary
Source: DigiMax Global Inc

Sectors: CryptoCurrency, Artificial Intel [AI]


https://www.acnnewswire.com

From the Asia Corporate News Network

Copyright © 2021 ACN Newswire. All rights reserved. A division of Asia Corporate News Network.

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Source: https://www.acnnewswire.com/press-release/english/68319/

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