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Can the economy be as predictable as the weather? -- Forecasting GDP growth with machine learning

Arnab Chakrabarti, PhD, MFE Research & Development Division Hitachi America, Ltd. There is an old joke that God created economists to make weathermen look good. Economists owe their notoriety to one task they are not very good at: forecasting. Notwithstanding its difficulty, predicting significan...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data science

Development of Core Technologies to Detect and Respond to Cyberattacks on Connected Car with High Precision and Speed

Analytic cyberattack detection and edge-cloud computing technologies aiming to realize a safe, secure, and prosperous mobility society Hitachi, Ltd. has developed core technologies to detect and respond to cyberattacks on connected cars with higher precision and speed. These technologies enabled ...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsSoftware & SystemsMobilitySecurityResilience

Using machine learning to improve end-of-life care for advanced cancer patients

George Chalkidis, PhD Research & Development Group Hitachi, Ltd. Patients with incurable advanced cancer should have access to high-value, compassionate care with a focus on improving quality of life, as aggressive treatments may have limited ability to meaningfully extend life at this stage and ...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceHealthcare

Applying reinforcement learning in society: Expectations and challenges

In recent years, reinforcement learning (RL) has been demonstrating performance beyond that of humans in the areas of games and robotics. However, there are still many hurdles which need to be overcome before we can apply RL to real-world systems. In this technotalk, Professor Aaron Courville fro...
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hitachi-rd-en @ hitachi-rd-en
Insights from AI/AnalyticsAI & Data scienceMachine learning

Hitachi Hokudai Lab. and Hokkaido University Contest 2022 "Future Autonomous Distributed City Development" Awards Ceremony：Details of Winning Algorithms toward Construction of Agricultural Asset-sharing Platform to be Presented at the Lunch Seminar of the

The Hitachi Hokkaido University Laboratory (Hitachi Hokudai Lab.) established on the campus of Hokkaido University is collaborating with Hokkaido University and other stakeholders in the research and development of solutions to societal issues such as the shrinking population, declining birthrate...
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hitachi-rd-en @ hitachi-rd-en
EventsNews & Events

Developing Next-Generation Radiotherapies That Ease the Burden on the Patient

Radiotherapy, one of the three leading treatment options for cancer alongside surgery and chemotherapy, kills cancer cells by irradiating them to damage their DNA. Unlike surgery, it features the ability to better preserve the affected organs and ease the burden on the patient's body. Currently, ...
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hitachi-rd-en @ hitachi-rd-en
Behind the scenesEnergyLife sciencesMaterials science & Production engineeringSociety with 100-year active lifeHealthcareWell-beingBackcasting R&D

Development of Security Digital Twin Technology for Planning Security Countermeasures Ensuring Business Continuity

The Solution to Vulnerability Issues Left in Operational Technology Systems, Where Unexpected Downtime is not Permitted Hitachi, Ltd. has developed Security Digital Twin (SDT) technology that facilitates the planning of security countermeasures ensuring business continuity*1. Capitalizing on the ...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsSoftware & SystemsDigital service platformsFinancial sectorElectricity & PowerHealthcareSecurityResilience

By deducing the correlation between physiological data and “near miss,” opening the way to reducing human-caused accidents

In human work, it is almost impossible to reduce accidents to zero. Countermeasures can be taken for accidents whose cause is readily apparent, but it is difficult to prevent in advance accidents occurring from an accumulation of small amounts of fatigue and stress in a worker. Hitachi, Ltd. has ...
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hitachi-rd-en @ hitachi-rd-en
Behind the scenesAI & Data scienceMeasurement & AnalysesLife sciencesHealthcareMobilityHealthcare informaticsWell-being

Geotagged visual localisation for accurate urban autonomous driving

Alireza Ahrabian, PhD European R&D Centre, Hitachi Europe Ltd. Rapid urbanisation and large numbers of private car ownership have resulted in significantly more congested roads, leading to ever increasing levels of pollution. Autonomous vehicles (AVs) have been proposed as a solution to alleviate...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceMobility

Artificial intelligence for carbon neutral energy systems

Decarbonization is becoming a driving force behind decisions and innovations in the energy industry worldwide, and countries are setting aggressive targets. Significant investments are being made, many of them in renewables and technologies such as electric vehicles (EVs) but these changes includ...
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hitachi-rd-en @ hitachi-rd-en
Insights from AI/AnalyticsAI & Data scienceEnergyElectricity & Power

Development of Technology to Non-destructively Diagnose Degradation in Iron Phosphate Lithium-Ion Batteries Not Containing Rare Metals

Contributing to higher reliability and longer service life of power storage systems that use environmentally friendly lithium-ion batteries Hitachi is the first in the world to develop technology to non-destructively diagnose degradation in iron phosphate lithium-ion batteries (“LIBs”) that do no...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsMaterials science & Production engineeringMeasurement & AnalysesMobilityElectricity & PowerManufacturingLithium-ion batteryDecarbonization

Hitachi develops a powerful strategic opening for up-scaling and fine control of silicon quantum dots Weaving dreams of early practical implementation of a quantum computer

Quantum computers have the potential to significantly change the world. The government and the Japan Science and Technology Agency (JST) has selected the Hitachi R&D Group project, “R&D of large-scale silicon quantum computer,” the Project Manager of which is Hiroyuki Mizuno, a Distinguished Rese...
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hitachi-rd-en @ hitachi-rd-en
Behind the scenesSoftware & SystemsElectronicsBackcasting R&DDigital technologies・people and society evolve togetherFinancial sectorManufacturingQuantum computer
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