Search Results for "sub"

Maestro is a large-scale workflow orchestration platform originally developed by Netflix to coordinate complex data processing and machine learning workflows across distributed systems. The system acts as a general-purpose workflow orchestrator that manages the execution, scheduling, monitoring, and recovery of large pipelines used for analytics and AI operations. It was designed to support the demanding internal infrastructure of Netflix, where thousands of workflows must process massive...

H.B.S.N is a simple speech recognition software which programmed using Java. This software is a package of many sub applications.And those are as listed below , Audio Player Video Player Email Client Weather Application Mp3 Tag Editor Picture Viewer Home Automation Application Alarm / Timer Folder Locker Message Encrypt Application Income & Expenses Logging Application Apart from that we can do many thing from this software by using voice commands , such as , Open & close applications which are installed in the computer Open web sites Open folders which are in the HDD Control built-in audio & video player Control the home automation system Reading mails Reading selected text Speaking clock ( Time & Date) Speaking weather report There are system commands for the tasks which this application does.And we can replace the system default commands with custom commands.

...This is even worst in case of both the high dimensional and class-imbalanced datasets. To overcome the limitations of class-imbalanced data, we split the dataset using a random sub-sampling to balance them. Then, we apply the (alpha,beta)-k feature set method to select a better subset of features and combine their outputs to get a consolidated feature set for classifier training. To enhance classification performances, we propose an ensemble of classifiers that combine the classification outputs of base classifiers using the simplest and largely used majority voting approach. ...

...This program rectifies this issue by using a self-organizing variant of brute force search. Much of the search space is pruned early on by a user-selectable fitness function. Within a few epochs, reactor output quickly converges to several sub-optimal, yet high-output reactors. Given enough time, the idea is that the optimal reactor configuration will be yielded.

Darmok 2 (D2) is a case-based planning system designed for real-time domains such as RTS games. This project contains two sub-projects: D2 (the actual system) and MMPM (a library to connect AI systems to RTS games).

...In experiments with real-life data, the algorithms were shown to be able to construct complete non-redundant sets of patterns for chemical datasets involving several thousands of molecules as well as for comparably large datasets from genomics or proteomics. The included relational learning algorithms are tailored towards so-called tree-like features for which some otherwise very hard sub-problems (NP-hard) become tractable.

Concurrent vision processing system; Toolkit for easy implementation of software concurrent vision processing sub-system. Aimed at robotic applications w/best effort realtime. System includes: capture,processing and displaying.