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IBM Deep Learning Service
[article]
2017
arXiv
pre-print
Preserved Fulltext
These two trends: deep learning, and "as-a-service" are colliding to give rise to a new business model for cognitive application delivery: deep learning as a service in the cloud. ...
In this paper, we will discuss the details of the software architecture behind IBM's deep learning as a service (DLaaS). ...
In this paper, we will describe the architecture and experience of the IBM deep learning as a service platform (DLaaS), running in the IBM Cloud. ...
arXiv:1709.05871v1
fatcat:wgifwcuqjfghxj7ounvapkh3du
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform
[article]
2018
arXiv
pre-print
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As a result, cloud-based Deep Learning as a Service (DLaaS) platforms have become an essential infrastructure in many organizations. ...
Deep learning (DL), a form of machine learning, is becoming increasingly popular in several application domains. ...
IBM Deep Learning as a Service (DLaaS) is a distributed cloud-based software platform that handles the scheduling, orchestration, elasticity and resilience of deep learning jobs, and is agnostic to the ...
arXiv:1805.06801v1
fatcat:pstnbqbpk5gonfqttjlkp5ji7a
Diagnostic Classification of Cystoscopic Images Using Deep Convolutional Neural Networks
2019
Journal of Urological Surgery
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Data-driven tools and techniques, particularly machine learning methods that underpin artificial intelligence, offer promise for improving healthcare systems and services. ...
In this work, the authors suggested the usability of deep learning to predict and classify cystoscopic findings with high accuracy. ...
Data-driven tools and techniques, particularly machine learning methods that underpin artificial intelligence, offer promise for improving healthcare systems and services. ...
doi:10.4274/jus.galenos.2019.06.017
fatcat:engbshzwinfcrkacgudjipx4xq
IBM Watson Industry Cognitive Education Methods
2020
Zenodo
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IBM has recently pointed his service on education by its supercomputer or computing technology, IBM Watson. ...
Data Digital services and apps are used on learning and they help in the learning experience. ...
IBM's Watson machine is a cognitive computer implemented using deep learning and neural networks [2] . ...
doi:10.5281/zenodo.3766899
fatcat:zpirpecscfe3xbxzmtg5gvvasy
Table of Contents
2019
2019 IEEE International Conference on Cognitive Computing (ICCC)
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viii
Message from the IEEE SERVICES 2019 Steering Committee Chair
xi
Message from the IEEE SERVICES 2019 Congress General Chair
xii
Message from the IEEE SERVICES 2019 Program Chair-in-Chief and ...
Tech University), Miguel Vargas Martin (Ontario
Tech University), Shane MacDonald (Ontario Tech University), and
Christopher Bellman (Ontario Tech University)
Scaling Deep Spiking Neural Networks with ...
doi:10.1109/iccc.2019.00004
fatcat:752boszg7nertmxvy7smhpq3yq
Guest Editors' Introduction to the Joint Special Section on Secure and Emerging Collaborative Computing and Intelligent Systems
2021
IEEE Transactions on Emerging Topics in Computing
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robustness, authorizations, mobile computing, and deep learning for blockchain applications. ...
/deep learning, have paved the way for creating next-generation smart and intelligent systems and applications that can have transformative impact in our society while accelerating rapid scientific discoveries ...
deep neural networks for learning Bitcoin transaction network representations. ...
doi:10.1109/tetc.2021.3076338
fatcat:zajlttxulzbi3n7gzkkpra5z6e
Success stories
2001
Nursing Standard
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Learning systems applied to banking services. ...
found or type unknown Agreement with CaixaBank to explore the application of cognitive computing to financial innovation In May 2016, CaixaBank and BSC began collaborating on the development of advanced Deep ...
IBM
IBM Image not found or type unknown
IBM-BSC Deep Learning Center is born BSC and IBM renewed their collaboration and created the IBM-BSC Deep Learning Center, in which research and development ...
doi:10.7748/ns.15.29.19.s38
pmid:28091059
fatcat:s476djh6w5bjrfw5rqiod2dzgi
Prediction of Telecom Churn using Comparative Analysis of Three Classifiers of Artificial Neural Network
2020
VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE
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The data sets used in this white paper are related to communication deviance and are available to IBM Watson Analytics in the IBM community. ...
Apply different classification techniques to different classifiers to achieve the following accuracy with 75.63% for deep running, 77.63% for perceptron, and 77.95% for autoMLP. ...
This study, along with IBM Watson Analytics, leads the IBM community in exploring the reasons for the departure of communication services using data sets. ...
doi:10.35940/ijitee.j7339.0891020
fatcat:gvcfoatxhzdofg3jyzkpwdnspe
Hands-on with IBM Visual Insights
2020
Computing in science & engineering (Print)
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Google's AutoML Vision's applicability to medical problems has been discussed by Faes et al. 3 SYSTEM ARCHITECTURE IBM Visual Insights consists of hardware, resource management, deep learning computation ...
& DEEP LEARNING (DL) has emerged as a powerful tool to solve a variety of complex problems that have been difficult to solve with traditional methods. ...
doi:10.1109/mcse.2020.3009765
fatcat:oneut6v6kjaqbbg5wxmjc5jtpi
NitroGen
2013
Proceedings of the 2013 companion publication for conference on Systems, programming, & applications: software for humanity - SPLASH '13
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It can easily connect to back-end services thus enable fast and facile development in enterprises. ...
Evaluating NitroGen, we found among others, that participants learned it fast and found it simple and suitable for mobile applications development. ...
He joined IBM in 2007. His work has been included in IBM products. Aharon was awarded the IBM Research Division award (RDA) and the IBM Outstanding Innovation Award (OIA). ...
doi:10.1145/2508075.2514571
dblp:conf/oopsla/AbadiDKMBH13
fatcat:wjogotwo6nchtljljl2agtjjmq
Deep Learning for the Web
2015
Proceedings of the 24th International Conference on World Wide Web - WWW '15 Companion
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Deep learning has a huge potential to improve the intelligence of the web and the web service systems by efficiently and effectively mining big data on the Web[4][5]. ...
use deep learning [2][3][6]. ...
We give the motivation and underlying ideas of deep learning and describe the architectures and learning algorithms for various deep learning models. ...
doi:10.1145/2740908.2741982
dblp:conf/www/JungZM15
fatcat:5tkrrrwvcjbcxhcoyck4sqmoxy
Guest Editorial: AI-Empowered Mobile Edge Computing in the Internet of Vehicles
2021
IEEE Network
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of the key services envisioned in the IoV. ...
The authors provide an overview of how Artificial Intelligence (AI) techniques such as regression and Deep Q-learning can improve the eficiency of these tasks. ...
The article "Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles" introduces a model-free approach based on deep reinforcement learning (DRL) to solve the resource allocation ...
doi:10.1109/mnet.2021.9454596
fatcat:b5o6zzcdirfr3lwews6eziyoqe
A Voice Based Assistant Using Google Dialogflow and Machine Learning
2021
International Journal of Scientific Research in Science and Technology
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Various Natural Language Understanding Platforms like IBM Watson and Google Dialogflow were studied for the same. ...
Services:
IBM provides various services through Watson
Discovery Services, Watson Studio, Speech-to-Text
and Text-to-Speech Services, Machine Learning and
Artificial Language Modules, Deep Learning ...
IBM Cloud also provides the user with IBM Discovery Services that includes services of Machine Learning Algorithms, Speech-To-Text and Text-To-Speech Modules, Artificial Intelligence (AI) Services, Cloud ...
doi:10.32628/ijsrst218311
fatcat:vwchxjhlwbfkdkdhnqersxsopm
Watson and Spoken Interaction with Robots
Watsonとロボットの音声対話機能
2017
Journal of the Robotics Society of Japan
Watsonとロボットの音声対話機能
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Conversation
Natural
Language Classifier
Retrieve & Rank
Personality Insights
[7]
Deep
Learning
Speech To Text
FAQ
WCS
API
Speech To Text Conversation
2. 2 Speech To Text
Speech To Text ...
Watson
2. 1
Watson
[15]
IBM
Watson
Software as
a Service SaaS
Platform as a Service PaaS
Watson Developer Cloud WDC
Bluemix TM
IBM
2017
1
4
Human-robot Interaction, Spoken Dialog Sys ...
doi:10.7210/jrsj.35.199
fatcat:ehrjm2icp5g5tiwsgbr4kmiqjy
Color Based Object Sorting System using Deep Learning
2020
International Journal of Engineering and Advanced Technology
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The color recognition is done using the IBM Watson visual recognition model where we have uploaded the dataset of captured images. ...
IBM Watson Studio The IBM Watson Visual Recognition service uses deep learning algorithms to analyze images and understand their content. ...
This research has designed and developed a sorting mechanism with the help of deep learning. ...
doi:10.35940/ijeat.e9896.069520
fatcat:poofooh6l5eljlt46ea7yygtqy
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