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ICAIF’21 Showcases How Artificial Intelligence Is Transforming Finance

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New York, NY, Oct. 26, 2021 (GLOBE NEWSWIRE) — ACM, the Association for Computing Machinery, will hold the 2nd ACM International Conference on AI in Finance (ICAIF’21), virtually from November 3-5, 2021. More than 950 people registered for the inaugural conference, which was held in 2020. 

Advances in artificial intelligence (AI), including machine learning (ML), are being felt throughout society and the global economy, with some of the most significant impacts occurring in finance: including financial markets, financial services, and the global financial system more broadly. ICAIF aims to bring together researchers from a variety of disciplines to share technical advances and insights on the effects of AI & ML on the finance world.

ICAIF’21 invites high quality papers on theoretical, empirical, or experimental research, from industry, academia, government and non-profit organizations. Topics explored at ICAIF include financial systems as multi-agent systems; AI techniques for simulation of markets and economies; computational game-theoretic analysis of financial scenarios; ethics and fairness of AI in Finance; and machine learning for pricing, trading, and portfolio management.

This year’s program includes four keynote talks, six workshops & tutorials, and numerous research presentations.

ICAIF Highlights
Visit here to explore the full ICAIF ’21 program.

Keynotes: 
“AI in Finance: Challenges and Solutions”
Manuela Veloso, JP Morgan AI Research & Carnegie Mellon University
Veloso will delve into her understanding of the challenges and solutions of combining the fields of AI and Finance. She will address issues related to data, learning from experience, business impact, and values, such as fairness and explainability of AI. She will also share details of specific research and development projects carried out by her AI Research team at JPMorgan Chase.

“The Brave New World of Too Much Data: Using Firm-Level Micro-Data to Model the Overall Economy”
George Axtell, George Mason University and the Santa Fe Institute
Axtell will first describe dozens of gross regularities and patterns in economic and finance data sets that make explaining the data difficult. Then he will offer a new approach to analyzing large swaths of the data using large-scale multi-agent systems. Axtell’s resulting computational model of all firms in the U.S. private sector is a starting point for understanding the economy as a whole, even though significant quantities of data yet fall outside the model.

“Biases of Learning Machines in Finance: Some Examples”
Charles-Albert Lehalle, Imperial College London and Abu Dhabi Investment Authority
Lehalle will examine the role that biases play in machine learning algorithms as applied to applications in finance. He will list different ways AI experts compensate for such biases, inspired by recent research on the “ethics of AI”. He will conclude by surveying the scope of stochastic control: e.g. what kind of biases are learned controllers submitted to? 

“Strength in Depth? Deep Learning for Finance”
Stephen Roberts, University of Oxford
Roberts will look at some of the concepts underpinning advances in deep learning and highlight his recent work using Deep Learning for limit order books, momentum trading, portfolios and execution strategies, amongst other things.

Thaleia Zariphopoulou, The University of Texas at Austin 
Zariphopoulou’s area of expertise is financial mathematics and stochastic optimization. She has published extensively in the areas of investments and valuation in incomplete markets, and introduced novel approaches to indifference valuation and dynamic risk preferences.
Keynote title (tbd)

WORKSHOP & TUTORIALS
Women in AI and Finance
Time Series in Finance: Representations and Learning
AI in Africa for Sustainable Economic Development
AI Governance, Compliance and Safety in Financial Services
Natural Language Processing and Network Analysis in Financial Applications
Explainable AI in Finance (XAI)

MEDIA REGISTRATION
Contact Jim Ormond at [email protected] for media registration and related inquiries.

About ACM
ACM, the Association for Computing Machinery, is the world’s largest educational and scientific computing society, uniting computing educators, researchers and professionals to inspire dialogue, share resources and address the field’s challenges. ACM strengthens the computing profession’s collective voice through strong leadership, promotion of the highest standards, and recognition of technical excellence. ACM supports the professional growth of its members by providing opportunities for life-long learning, career development, and professional networking.
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GlobeNewswire is one of the world's largest newswire distribution networks, specializing in the delivery of corporate press releases financial disclosures and multimedia content to the media, investment community, individual investors and the general public.

Artificial Intelligence

RepTrak Announces 2024 Global RepTrak® 100 Report

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BOSTON, April 18, 2024 /PRNewswire/ — The RepTrak™ Company, the world’s leading reputation data and insights company, released its annual Global RepTrak 100 report. Utilizing its advanced reputation monitoring software, RepTrak gathered data from more than 243,000 survey responses across 14 major economies to rank the world’s 100 most reputable companies. They share that ranking alongside a full analysis of global corporate reputation trends and corresponding public sentiment in the 2024 report.

After two years of consecutive Reputation Score declines, this year’s Score is back up with an increase from 73.2 in 2023 to 73.8 in 2024. It’s a small increase after 2023’s full one-point drop. However, it’s an encouraging sign that companies have begun to recover from reputation falls driven by many challenges: macroeconomic issues, workplace difficulties, product problems, and corporate responsibility skepticism.
“This year’s report underscores a pivotal shift in the corporate landscape, spotlighting the remarkable adaptability and dedication of the Top 100 companies in responding to the dynamic needs of stakeholders,” states RepTrak CEO Mark Sonders. “The companies featured in our report are not just riding the wave of change; they are the ones steering it, proving that the best approach to business is one that embraces evolution and champions progress.”
RepTrak’s report explores how people thought, felt, and acted toward companies over the past year. Findings include notable increases in Conduct and Citizenship efforts, stakeholders’ rising willingness to invest, culturally resonant brand communications, and ESG Scores that soared despite skepticism around the acronym.
To read the full 2024 Global RepTrak 100 report, please visit: www.reptrak.com/globalreptrak
About RepTrak
The RepTrak™ Company is the world’s leading reputation data and insights company. We help companies by organizing and grading a variety of reputational elements, offering a real-world report card on their corporate reputation. Subscribers to the RepTrak program use our predictive insights to protect business value, improve return on investment, and increase their positive impact on society. RepTrak’s pairing of advanced metrics and dedicated reputation advisors offers clients an actionable analysis of their reputation data, aligning business objectives with stakeholder sentiment across different markets and sectors.
Established in 2004, The RepTrak Company owns the world’s largest reputation benchmarking database, gathering over 1 million company ratings per year used by CEOs, boards, and executives in more than 60 countries worldwide. For more information, please visit: www.reptrak.com
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Artificial Intelligence

Group-IB takes part in a global operation to cripple Canadian Phishing-as-a-Service provider LabHost

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SINGAPORE, April 18, 2024 /PRNewswire/ — Group-IB, a leading cybersecurity company aimed at investigating, preventing, and fight digital crime announced today that it participated in a coordinated global takedown operation against prominent Canadian Phishing-as-a-Service (PhaaS) provider LabHost, which has led to the arrest of 37 suspects across the United Kingdom and around the world by law enforcement agencies. As part of the operation, Group-IB also conducted an extensive analysis of LabHost’s criminal history and infrastructure, including insights into LabHost’s administrative platform and the services it provides to its purported user base which exceeds 2,000 subscribers worldwide, who illegally obtained around 480,000 card numbers, 64,000 pin numbers, and over 1 million passwords from victims used for websites and other online services, according to law enforcement agencies.

“By leveraging our Threat Intelligence and Digital Risk Protection, we are able to identify and monitor phishing attacks and websites like those deployed by LabHost and its subscribers around the world, enabling us to actively alert and protect our customers, and in turn, their customers as well,” said Dmitry Volkov, Chief Executive Officer of Group-IB. “Today’s takedown operation demonstrates the agility and responsiveness of our decentralized Digital Crime Resistance Centers, and how quickly we can provide immediate and local assistance wherever our customers may be.”
First uncovered in late 2021, LabHost emerged as a fully automated Phishing-as-a-Service (PhaaS) platform, streamlining the creation of phishing websites meticulously mirroring the interface and functionality of prominent banking, postal, and financial entities, aimed at intercepting, seizing, and profiting from users’ personal, credit card, and online banking credentials. Users are prompted to select from various “membership plans,” tailored to target businesses and individuals in either the United States and Canada, or globally, akin to mobile subscription models. These plans encompass “standard,” “premium,” and “world membership” tiers, priced between US$179 and US$300 monthly, with options for monthly, quarterly, or annual billing cycles.
For media inquiries, please contact [email protected]
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Malaysia Data Center Market to Witness $3.97 Billion Investment Opportunities by 2029, Get Insights on 34 Existing Data Centers and 33 Upcoming Facilities across Malaysia – Arizton

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CHICAGO, April 18, 2024 /PRNewswire/ — According to Arizton’s latest research report, the Malaysia data center market is growing at a CAGR of 13.92% during the forecast period.

To Know More, Download the Free Sample Report: https://www.arizton.com/market-reports/malaysia-data-center-market-size-analysis
Malaysia Data Center Market Report Scope
Report Attributes
Details
Market Size (Investment)
USD 3.97 Billion (2029)
Market Size (Area)
883 Thousand Sq. Feet (2029)
Market Size (Power Capacity)
163 MW (2029)
CAGR Investment (2023-2029)
13.92 %
Colocation Market Size (Revenue)
USD 1.23 Billion (2029)
Historic Year
2020-2022
Base Year
2023
Forecast Year
2024-2029
Over the next few years, Malaysia is poised to witness significant growth in data center investments, driven by the influx of operators like AirTrunk, Equinix, Princeton Digital Group, and other leading companies. Key hubs like Cyberjaya, Kuala Lumpur, and Johor Bahru are expected to see heightened activity, hosting most of the country’s data centers.
The wholesale colocation sector is projected to experience a revenue surge fueled by major cloud players like Microsoft, Google, and AWS. These companies have unveiled plans to establish dedicated cloud regions within Malaysia, with expected timelines for deployment within the next one to two years. This trend underscores Malaysia’s growing importance as a regional hub for data infrastructure and cloud services.
Malaysia is among the top expensive markets globally for developing data centers. Malaysia’s data center construction cost in 2023 stood at about $8.5-$10 million per MW, making it the costliest market in the APAC region after Singapore and Jakarta.
Investment Opportunities in the Malaysia Data Center Market
In November 2023, ST Telemedia Global Data Centres announced its plans to develop a new data center campus in Johor. The construction of the first building is likely to begin soon and become operational by 2025. The company formed a joint venture with Basis Bay to develop a new data center campus with two buildings, Cyberjaya DC.2 and STT Kuala Lumpur 1 in Cyberjaya, Selangor.In October 2023, EDGNEX Data Centres by DAMAC announced its plans to enter the APAC market for the first time; the company is considering a facility in Cyberjaya, Selangor. The expected investment can cross the $52 million mark.In October 2023, Infinaxis Data Centre Holdings, the joint venture between Gaw Capital Partners and A3 Capital, announced the construction of its first data center facility in Cyberjaya. The facility will have 10 data halls and will likely be operational by Q2 2025.In September 2023, EdgeConneX announced its plans to expand its footprint in Malaysia with the development of three data centers sites across Bukit Jalil, Kuala Lumpur, and Cyberjaya. The company plans to develop data centers in partnership with Cyberview.To Know More, Download the Free Sample Report: https://www.arizton.com/market-reports/malaysia-data-center-market-size-analysis
Market Trends
According to IRENA, in 2022, hydroenergy accounted for around 69% of the renewable energy capacity in Malaysia, followed by solar energy, which contributed about 21%, along with a 10% contribution by bioenergy.Malaysia aims to achieve the target of net-zero carbon emissions by 2050. To make this goal a reality, WWF-Malaysia is partnering with Boston Consulting Group to develop an independent joint study on the country’s optimal net zero pathway.The government of Malaysia has established a green tariff scheme to support its carbon-neutrality target. Under the scheme, subscribers can get electricity from solar or hydro sources instead of fossil fuel sources.Mergers, acquisitions, joint ventures, and partnerships are key strategies employed by operators to expand their portfolios and global footprint. For example:
In December 2023, Chindata Group merged with BCPE Chivalry Merger Sub, a wholly owned subsidiary of BCPE Chivalry Bidco, completing its transition to a private company from a public one.November 2023 saw ST Telemedia Global Data Centres, in a joint venture with Basis Bay, announcing plans to develop a new data center campus with two buildings in Cyberjaya, Selangor.A3 Capital and Gaw Capital Partners formed a joint venture in February 2023 to establish Infinaxis Data Centre Holdings to develop and operate data centers across Malaysia and Southeast Asia.MN Holdings, an engineering services and solutions company, signed a Memorandum of Understanding (MoU) in April 2023 with Shanghai DC-Science, outlining an investment of approximately $600 million to develop a data center site at the Sedenak Tech Park, Johor.Why Should You Buy This Research?
Market size is available regarding investment, area, power capacity, and Malaysia colocation market revenue.An assessment of the data center investment in Malaysia by colocation, hyperscale, and enterprise operators.Investments in the area (square feet) and power capacity (MW) across cities in the country.A detailed study of the existing Malaysia data center market landscape, an in-depth market analysis, and insightful predictions about market size during the forecast period.Snapshot of existing and upcoming third-party data center facilities in MalaysiaFacilities Covered (Existing): 34Facilities Identified (Upcoming): 33Coverage: 9 LocationsExisting vs. Upcoming (Area)Existing vs. Upcoming (IT Load Capacity)Data Center Colocation Market in MalaysiaColocation Market Revenue & Forecast (2023-2029)Wholesale vs. Retail Colocation Revenue (2023-2029)Retail Colocation PricingWholesale Colocation PricingThe Malaysia data center market investments are classified into IT, power, cooling, and general construction services with sizing and forecast.A comprehensive analysis of the latest trends, growth rate, potential opportunities, growth restraints, and prospects for the industry.Business overview and product offerings of prominent IT infrastructure providers, construction contractors, support infrastructure providers, and investors operating in the industry.A transparent research methodology and the analysis of the demand and supply aspects of the industry.Buy this Research @ https://www.arizton.com/market-reports/malaysia-data-center-market-size-analysis
Post-Purchase Benefit                             
1hr of free analyst discussion10% off on customizationThe Report Includes the Investment in the Following Areas:
IT InfrastructureServersStorage SystemsNetwork InfrastructureElectrical InfrastructureUPS SystemsGeneratorsSwitches & SwitchgearsPDUsOther Electrical InfrastructureMechanical InfrastructureCooling SystemsRack CabinetsOther Mechanical InfrastructureCooling SystemsCRAC and CRAHChillersCooling Tower and Dry CoolersOther Cooling UnitsGeneral ConstructionCore & Shell DevelopmentInstallation & Commissioning ServicesBuilding & Engineering DesignFire Detection & Suppression SystemsPhysical SecurityData Center Infrastructure Management (DCIM)Tier StandardTier I & Tier IITier IIITier IV GeographySelangorJohorOther StatesVendor Landscape
IT Infrastructure Providers
Cisco SystemsDell TechnologiesFujitsuHewlett Packard EnterpriseHuawei TechnologiesIBMInspurLenovoNetAppData Center Construction Contractors & Sub-Contractors
Advance Power EngineeringAsima ArchitectsAVO TechnologyB-Global TechCTC-GlobalCSF GroupCyclect GroupDSCO GroupGamudaGCM TechnologiesHSS EngineersISGKienta Engineering ConstructionLSK EngineeringMES GroupM+W Group (Exyte)MN HoldingsNakanoNTT FACILITIESPowerware SystemsS5 EngineeringShaw ArchitectSunway Construction GroupUnique CentralSupport Infrastructure Providers
ABBCaterpillarCumminsEatonFuji ElectricHITEC Power ProtectionKOHLER PowerLegrandMitsubishi ElectricNarada Power SourcePiller Power SystemsRittalRolls-RoyceSchneider ElectricSiemensSocomecSTULZTraneVertivData Center Investors
Bridge Data CentresEdge CentresGDS ServicesIRIX (PP TELECOMMUNICATION)Keppel Data CentresNTT DATAOpen DCTM OneVantage Data CentersYTL Data Center HoldingsNew Entrants
AirTrunkAmazon Web Services (AWS)EdgeConneXEquinixFutureData (Cyclect Group + TSG Group)Googlei-BerhadInfinaxis Data Centre HoldingsMN Holdings + Shanghai DC-ScienceMicrosoftNEXTDCPrinceton Digital GroupRegal OrionSingtelST Telemedia Global Data CentresYondrTo Know More, Download the Free Sample Report: https://www.arizton.com/market-reports/malaysia-data-center-market-size-analysis
Key Questions Answered in the Report:   
What factors are driving the Malaysian data center industry?
How big is the Malaysia data center market?
How many MW of power capacity will be added across Malaysia during 2024 to 2029?
What is the growth rate of the Malaysia data center market?
Which states are included in the Malaysia data center market report?
Get the Detailed TOC @ https://www.arizton.com/market-reports/malaysia-data-center-market-size-analysis
Check Out Some of the Top-Selling Research Reports:
Indonesia Data Center Market – Investment Analysis & Growth Opportunities 2024-2029
Thailand Data Center Colocation Market – Supply and Demand Analysis 2024-2029
Singapore Data Center Market – Investment Analysis & Growth Opportunities 2023-2028
Australia Data Center Market – Investment Analysis & Growth Opportunities 2023–2028 
Why Arizton? 
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About Us:                                                           
Arizton Advisory and Intelligence is an innovative and quality-driven firm that offers cutting-edge research solutions to clients worldwide. We excel in providing comprehensive market intelligence reports and advisory and consulting services.                                                         
We offer comprehensive market research reports on consumer goods & retail technology, automotive and mobility, smart tech, healthcare, life sciences, industrial machinery, chemicals, materials, I.T. and media, logistics, and packaging. These reports contain detailed industry analysis, market size, share, growth drivers, and trend forecasts.                                                          
Arizton comprises a team of exuberant and well-experienced analysts who have mastered generating incisive reports. Our specialist analysts possess exemplary skills in market research. We train our team in advanced research practices, techniques, and ethics to outperform in fabricating impregnable research reports.                                                                
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