The Conference for Machine Learning Innovation

Deep Learning in Telecommunication

Session
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Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
10 % Team Discount
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Register until the conference starts:
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Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
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Infos
Wednesday, June 20 2018
10:15 - 11:15
Room:
Asam 2

Telecom is one of the domains that have the richest available data. CDR (call detail records), usage patterns, customer documents and call center messaging etc. are all part of the large volume of data which is sometimes hard to predict or to find a meaning in. In this session, we’ll describe two production ready real-world use cases in a telecommunication domain. One of them is verifying a port-out document based on image processing. Port-out documents can be misleading due to frauders or faulty scannings. In this task, we’ll provide a solution on how to preprocess these images and then build a convolutional neural network model. Another one is building a retrieval-based chatbot using text preprocessing, word embedding, convolutional neural network and sequence-to-sequence learning.

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Singapore Singapore .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Berlin Berlin .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Munich Munich .

This Session Diese Session originates from the archive of stammt aus dem Archiv von MunichMunich . Take me to the current program of . Hier geht es zum aktuellen Programm von Singapore Singapore , Berlin Berlin or oder Munich Munich .

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