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Predictive Analytics
uses variables when occuring together, in weighted combination, give probability of future events.
See Also: Predictive Analysis
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Open Source Machine Learning server
PredictionIO
The Apache Software Foundation
Apache PredictionIO is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you: quickly build and deploy an engine as a web service on production with customizable templates; respond to dynamic queries in real-time once deployed as a web service; evaluate and tune multiple engine variants systematically;unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics; speed up machine learning modeling with systematic processes and pre-built evaluation measures; etc.
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AI-Based Analytics for Lower-Power Consumption & High Speed Data Processing
Extreme Search
Introducing Extreme Search, an integrated collection of powerful AI-based analytics functions engineered for speed and transportability. The suite provides fast, flexible and comprehensive statistical reasoning, predictive analytics and query capabilities in any computing environment.
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Dimensional Metrology
Fleet Connectivity & Control Family
Nova Measuring Instruments Inc.
Nova’s Fleet Management and Performance Monitoring Center simplify the management and enhance the productivity of Nova tools in the fab. The platform’s ability to process and analyze large amounts of fleet and metrology data using advanced data analytic tools provides our customers with intelligent and predictive insights on tool performance and process trends.
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Digital OneWater Module for Collecting Live Data to Improve Wastewater Network Performance
Aqua DNA
Aqua DNA is an intelligent Digital OneWater solution that collects live data and improves wastewater network performance using smart sensors and AI-powered predictive analytics to reduce risk and make a positive societal and environmental impact.
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Wireless Current Quality Analyzer and Motor Analyzer - 3SIQ
Signals & Systems India Private Limited
3SIQ enables current quality analysis using wireless technology and thus allows operators to work from a safe distance. This Industry 4.0 and ISO 50001 Condition-based monitoring solution seamlessly combines the flexibility of using any Smart Phone or Tablet to provide powerful analytics and insights towards predictive maintenance, making the maintenance engineers’ life not just safer, but smarter as well.
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Digital Twin
Engineering simulation software has traditionally been used for new product design, but with the advent of advanced embedded sensors, engineers can now use this data to create digital twins. Digital twins can be used in real-time systems analysis to schedule predictive maintenance and implement performance optimizations. With the Hybrid Analytics capability of Ansys, engineers can reach an unparalleled level of accuracy using predictive analytics by combining machine learning (ML)-based analytics with a physics-based approach.
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Load Shedding System
An advanced smart load preservation solution must dynamically determine the optimal system response to a variety of system changes and disturbances. Utilizing model-driven foundation with embedded predictive analytics, and optimization algorithms, ETAP's adaptive Intelligent Load Shedding (ILS) solution makes Faster than Real-Time decisions.
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Condition Monitoring System
Cut costs and boost productivity with a condition-monitoring tool designed for ease of use and scalability. The Dynapar OnSite™ system is a powerful predictive maintenance system targeted at preventing failures before they occur. It can slash unscheduled downtime, improve efficiency of route-based vibration analysis, and provide real-time analytics and trending to warn of possible machine failures.
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19" Rackmount Rugged, Fanless AIoT Platform for Real-time Video/Graphics Analytics
AVA-5600
- Intel® Core™ i7-7820EQ Processor and Mobile Intel® CM236 Chipset- NVIDIA Quadro® GPU MXM 3.1 Type A/B module on PCIe x164x M12 GbE with PoE, 4x USB 3.0- Rich Storage Options: 2.5" SATA 6.0 Gb/s drive bay, 1x M.2 2280 slot, 1x CFast socket- GNSS/3G/4G/WLAN support via 2x Mini PCIe slots and 2x USIM slots- MVB/CAN bus support by Mini PCIe add-on module (BOM option)- Nominal Voltage: 110VDC (EN50155 compliant)
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Predictive Toxicology Tool
REACHAcross™
Underwriters Laboratories Inc.
This ground-breaking digital tool offers the best of both worlds: automated computational QSAR using one of the largest chemical toxicology databases available, combined with the reliability of read across. REACHAcross™ works by building large networks of chemicals based on properties such as molecular structure and health endpoint interactions.
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Log Analytics
Azure Monitor Logs is based on Azure Data Explorer, and log queries are written using the same Kusto query language (KQL). This is a rich language designed to be easy to read and author, so you should be able to start writing queries with some basic guidance.
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Advanced Analytics
Data and insight drive everything we do. Our advanced analytics capabilities put Network Operators firmly in control of their networks and support strategic decision-making.
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Measurement and Analytics Solutions
Based on our OTP² system platform, we were able to implement a family of scalable test systems which is based on a common systems architecture, e. g. for products in the area of chemical analytics measurement. We not only implemented a universal, extremely comprehensive test system, but also a series of compact systems for benchtop placement which are fully compatible with the larger, universal system. Our specialized self-test adapters and test software enable fast verification of the test systems as well as partly automated calibration by the customer.Our systems are also used in electrical measurement applications, e. g. for calibrating analog input assemblies for PLC technology. For this purpose, specialized calibrators are integrated into the system; they provide traceable calibration of the relevant stimulus signals.
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360° Edge Analytics
360° Edge Analytics fills the gap between location data and the individual business application. The Location Data Analytics technology leverages precise position data augmented by application context information to gain business insights from complex processes. Assessment, optimization as well as process restructuring will be possible with nanotron’s complete solutions based on its Location-Aware IoT Platform with Location Data Analytics.
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Cloud-Based Predictive Service for Identifying Infrastructure Vulnerabilities
Kaleidoscope
With Kaleidoscope, you can rapidly and accurately identify previously unknown infrastructure vulnerabilities to prioritize capital expenditures and achieve greater infrastructure resilience in a more proactive and interconnected way.Kaleidoscope uses predictive algorithms to generate vulnerability assessments across key sectors of infrastructure in a community, including transportation, potable water, energy, communications and sanitation. By identifying vulnerabilities and how they may potentially impact a community’s resilience, helping to curtail expensive, unplanned and reactive maintenance, organizations can prevent disruptions before becoming hazards – so life goes on uninterrupted.
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Predictive Emission Monitoring Systems
PEMS
Predictive Emission Monitoring Systems are software-based solutions able to deliver reliable real-time emission estimations exploiting advanced mathematical or statistical models. PEMS provide accurate emission monitoring, drastically reducing the capital investment and ongoing operating costs due to maintenance activities and spare parts, minimizing the interferences with plant operations. PEMS allows plant owners and operators a better control on costs, neglecting unexpected costs due to unpredicted issues in the conventional hardware analyzers.
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Data Analytics Platform
CISC provides software modules to collect and analyze data from IoT devices. They can easily be integrated into any existing infrastructure. User-friendly reports and visualizations of the data provide comprehensive insight into what is happening in your business. Furthermore, our platform is able to diagnose and even predict failures as well as discover usage patterns or analyze performance.
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Engineering Data Analytics
ESI’s Data Analytics solution platform INENDI is a specialized set of solutions that combines state of the art Engineering Data Analytics and management approaches, intuitive visualization and efficient investigation methodologies to allow for a fast discovery of the unknown in large high-dimensional datasets.With INENDI, ESI brings its long-standing innovative capability and its expertise in designing solutions tailored for professionals who need to solve difficult high-value problems into the Cyber Security market.
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Embedded Device Analytics Sytem
VQmon
VQmon® is the most widely deployed and trusted technology for analyzing the performance of IP based voice and video services. VQmon is highly compact and resource efficient, and can be integrated into a wide range of environments including routers, business and residential networking and telecom equipment, soft clients and test equipment
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Advanced Metering Analytics
BEACON®
The BEACON Advanced Metering Analytics (AMA) mobile solution from Badger Meter is built on a century of water metering experience. Combined with our intuitive BEACON AMA software suite, and proven ORION communication technology, the BEACON Advanced Metering Analytics (AMA) mobile solution prepares you for the future.
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Acquisition and Analytics
Test Partner™
At Lansmont, our Test Partner shock data acquisition systems recognize the needs of product testers across industries to deliver a capable, high-precision system.
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Compliance Analytics
Compliance Analytics to Detect, Identify and Convert Unpaid Software Use Powering compliance programs and generating revenue around the globe.
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Envision Verification Analytics
Envision
IC Manage Envision Verification Analytics provides:* Anytime, anywhere, data-driven insights allow engineers and management to rapidly identify and address problem areas to meet tight schedules spanning simulation, formal and emulation tools.* Utilizes big data technology to deliver near real-time verification analytics across the verification tool spectrum, for any mix of EDA vendors* With 10-100X the speed of traditional methods you can instantly understand your verification progress, at local and global levels.* Visual analytics and interactive reporting for regressions, bugs and coverage* Verification results linked to relevant design activity to help identify and resolve bottlenecks
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FactoryTalk Analytics
Pavilion8
Complex industrial processes make it challenging to be both market driven and sustain profitable operations. Manufacturers must adjust their production methodology to introduce a greater variety of higher value products and shorter production runs. They need to produce more, run efficiently and improve product quality to the limits of available equipment. For this, they must ensure maximum uptime and more efficient transitions with less waste. In addition, manufacturers are facing stronger public demand to reduce their environmental impact and operate within regulated emissions limits.
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Thermal Analytics Security Camera
ELARA™ FC-Series ID
The Elara FC-Series ID is a premium FLIR thermal security camera for perimeter protection. The Elara FC-Series ID includes onboard video analytics capable of classifying human or vehicular intrusions, resulting in fewer false alarms.The Elara FC-Series ID also offers a wide range of high-performance lenses and multiple resolutions, giving greater flexibility in tailoring security systems to specific site conditions.
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FactoryTalk DataMosaix For Data And Analytics
FactoryTalk® DataMosaix™ enables controlled access to relevant and contextualized data. It’s an Industrial DataOps solution that provides flexible and scalable tools to accelerate data usability by domain experts and analysts. FactoryTalk DataMosaix is cloud-based for multi-site, enterprise-wide access for people and applications.
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Real-Time RPA Analytics Platform
BOT INSIGHT
Big data goes with the territory. Your digital workforce is bringing back complete information on not only what it does but also what it encounters along the way. Everything is recorded and visible to the enterprise, anytime. But what does it all mean? The most advanced RPA analytics reveal what’s meaningful and predict what’s next.
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DXC Data and Analytics
Envision, design and modernize your data environment. Our data-driven insights help you protect existing investments and discover future business opportunities.
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Data Lake Analytics
Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data. With no infrastructure to manage, you can process data on demand, scale instantly, and only pay per job.
