Patrick Doetsch - Concepedia

Concepedia

Author

Patrick Doetsch

RWTH Aachen University ORCID

Also Known As

Doetsch, Patrick, Patrick Doetsch

29

Publications

1.1K

Citations

12

H-Index

37

Concepts

All Affiliations

RWTH Aachen University Centre National de la Recherche Scientifique Westfälische Hochschule Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur

PD

About

Patrick Doetsch is an author at RWTH Aachen University specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	14	1.1K
2	Language Studies	3	3	52
3	Health Sciences	1	1	171
4	Arabic	1	1	31
5	Computer Engineering	1	1	219

Patrick Doetsch

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15

Publications

1.1K

Citations

12

H-Index

	Year	Citations
Cross-entropy vs. squared error training: a theoretical and experimental comparison Pavel Golik, Patrick Doetsch, Hermann Ney EngineeringMachine LearningSpoken Language ProcessingSpeech RecognitionCross-entropy Vs.	2013	219
Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks Paul Voigtlaender, Patrick Doetsch, Hermann Ney Convolutional Neural NetworkEngineeringMachine LearningHandwritingAutoencoders	2016	210
A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, EngineeringMachine LearningRecurrent Neural NetworkAcoustic ModelingSpeech Recognition	2017	171
Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition Patrick Doetsch, Michał Kozielski, Hermann Ney Structured PredictionEngineeringMachine LearningHandwritingSequential Learning	2014	156
Improvements in RWTH's System for Off-Line Handwriting Recognition Kozielski, Patrick Doetsch, Hermann Ney EngineeringMachine LearningHandwritingBiometricsOff-line Handwriting Recognition	2013	78
Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition Philippe Dreuw, Patrick Doetsch, Christian Plahl, EngineeringMachine LearningHandwritingBiometricsNeural Network	2011	54
On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition Dewi Suryani, Patrick Doetsch, Hermann Ney EngineeringMachine LearningHandwritingWriter IdentificationRecurrent Neural Network	2016	51
Logistic Model Trees with AUC split criterion for the KDD cup 2009 small challenge Patrick Doetsch, Christian Buck, Pavlo Golik,	2009	34
Sequence-discriminative training of recurrent neural networks Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Natural Language ProcessingStructured PredictionSequence ModellingEngineeringMachine Learning	2015	33
The RWTH Large Vocabulary Arabic Handwriting Recognition System Mahdi Hamdani, Patrick Doetsch, Michał Kozielski, EngineeringMachine LearningHandwritingRecognition SystemFeature Extraction	2014	31

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