Citation Impact
Citing Papers
Detecting Causality in Complex Ecosystems
2012 StandoutScience
Internet of Things (IoT) and Agricultural Unmanned Aerial Vehicles (UAVs) in smart farming: A comprehensive review
2020
Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet
2021 Standout
Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network
2019 Standout
A Novel Connectionist System for Unconstrained Handwriting Recognition
2009 Standout
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
Machine learning for molecular and materials science
2018 StandoutNature
Emotion Recognition From EEG Using Higher Order Crossings
2009
Multimodal biomedical AI
2022 Standout
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Neuroscience-Inspired Artificial Intelligence
2017 StandoutNobel
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Using Deep Learning for Image-Based Plant Disease Detection
2016 Standout
Deep learning in neural networks: An overview
2014 Standout
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
2008 Standout
Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics
2024 Standout
Causality detection based on information-theoretic approaches in time series analysis
2007
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2017 Standout
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2020 Standout
On-line Driver Distraction Detection using Long Short-Term Memory
2011
MoleculeNet: a benchmark for molecular machine learning
2017 Standout
An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition
2016 Standout
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
A Review and Meta-Analysis of Multimodal Affect Detection Systems
2015
Machine Learning in Automatic Speech Recognition: A Survey
2015
Features and classifiers for emotion recognition from speech: a survey from 2000 to 2011
2012
Deep learning with coherent nanophotonic circuits
2017 Standout
NMF-based Target Source Separation Using Deep Neural Network
2014
Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies
2013
A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks
2017 Standout
Emotional speech recognition: Resources, features, and methods
2006
Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge
2011
Convolutional neural network: a review of models, methodologies and applications to object detection
2019
A State-of-the-Art Survey on Deep Learning Theory and Architectures
2019
Towards intuitive speech interaction by the integration of emotional aspects
2003
A Comprehensive Survey on Transfer Learning
2020 Standout
Deep Learning for Environmentally Robust Speech Recognition
2018
Improving patch-based scene text script identification with ensembles of conjoined networks
2017
Light Gated Recurrent Units for Speech Recognition
2018
Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space
2011
Environmentally robust ASR front-end for deep neural network acoustic models
2014
Survey on speech emotion recognition: Features, classification schemes, and databases
2010 Standout
Deep learning with long short-term memory networks for financial market predictions
2017 Standout
Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition
2013
Paralinguistics in speech and language—State-of-the-art and the challenge
2012
Digital Reticular Chemistry
2020 StandoutNobel
Deep Learning for 3D Point Clouds: A Survey
2020 Standout
Online Driver Distraction Detection Using Long Short-Term Memory
2011
Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications
2010 Standout
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey
2014
Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech
2012
Energy-based tuning of convolution neural networks on multi-GPUs
2019
A survey of deep neural network architectures and their applications
2016 Standout
Interdependencies among Voice Source Parameters in Emotional Speech
2011
Deep learning and its applications to machine health monitoring
2018 Standout
Recent advances in convolutional neural networks
2017 Standout
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method
2017 Standout
Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling
2010
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
2019 Standout
A review of depression and suicide risk assessment using speech analysis
2015 Standout
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
Multiobjective Evolution of Biped Robot Gaits Using Advanced Continuous Ant-Colony Optimized Recurrent Neural Networks
2017 Standout
Deep Learning for Generic Object Detection: A Survey
2019 Standout
Dynamic Graph CNN for Learning on Point Clouds
2019 Standout
Recent advances in artificial intelligence and machine learning for nonlinear relationship analysis and process control in drinking water treatment: A review
2020 Standout
Deep learning with convolutional neural networks for EEG decoding and visualization
2017 Standout
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
2019 Standout
A survey of transfer learning
2016 Standout
Multimodal Machine Learning: A Survey and Taxonomy
2018 Standout
Label Embedding: A Frugal Baseline for Text Recognition
2014
Multimodal human–computer interaction: A survey
2007
Deep Learning in Medical Image Analysis
2017 Standout
LSTM: A Search Space Odyssey
2016 Standout
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
2021 Standout
Deep learning in agriculture: A survey
2018 Standout
Works of Gerhard Rigoll being referenced
Novel Hybrid NN/HMM Modelling Techniques for On-line Handwriting Recognition
2006
The Munich Feature Enhancement Approach to the 2013 CHiME Challenge Using BLSTM Recurrent Neural Networks
2013
The Munich 2011 CHiME Challenge Contribution: NMF-BLSTM Speech Enhancement and Recognition for Reverberated Multisource Environments
2011
The MERL/MELCO/TUM system for the REVERB Challenge using Deep Recurrent Neural Network Feature Enhancement
2014
The TUM system for the REVERB Challenge: Recognition of Reverberated Speech using Multi-Channel Correlation Shaping Dereverberation and BLSTM Recurrent Neural Networks
2014
Speaker Independent Speech Emotion Recognition by Ensemble Classification
2005
Acoustic emotion recognition: A benchmark comparison of performances
2009
Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework
2010
Speaker independent emotion recognition by early fusion of acoustic and linguistic features within ensembles
2005
LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework
2012
Keyword spotting exploiting Long Short-Term Memory
2012
Multimodal emotion recognition in audiovisual communication
2003
Maximum mutual information neural networks for hybrid connectionist-HMM speech recognition systems
1994
“The Godfather” vs. “Chaos”: Comparing Linguistic Analysis Based on On-line Knowledge Sources and Bags-of-N-Grams for Movie Review Valence Estimation
2009
Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks
2009
Detection of security related affect and behaviour in passenger transport
2008
Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments
2014
Combining speech recognition and acoustic word emotion models for robust text-independent emotion recognition
2008
The Role of Prosody in Affective Speech, Linguistic Insights, Studies in Language and Communication
2009
Selecting Training Data for Cross-Corpus Speech Emotion Recognition: Prototypicality vs. Generalization
2011
Speech Emotion Recognition Exploiting Acoustic and Linguistic Information Sources
2005
Recognition of interest in human conversational speech
2006
Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening
2010
Novel script line identification method for script normalization and feature extraction in on-line handwritten whiteboard note recognition
2009
Interactive Collaborative Robotics
2019
Automatic Emotion Recognition by the Speech Signal
2002
The TUM Gait from Audio, Image and Depth (GAID) database: Multimodal recognition of subjects and traits
2013
Non-negative matrix factorization as noise-robust feature extractor for speech recognition
2010
Timing levels in segment-based speech emotion recognition
2006
Being bored? Recognising natural interest by extensive audiovisual integration for real-life application
2009
Recognition of Noisy Speech: A Comparative Survey of Robust Model Architecture and Feature Enhancement
2009
Towards using covariance matrix pyramids as salient point descriptors in 3D point clouds
2013
A deep convolutional neural network for video sequence background subtraction
2017
A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams
2009
Recognising interest in conversational speech - comparing bag of frames and supra-segmental features
2009
OFF-LINE HANDWRITING RECOGNITION USING VARIOUS HYBRID MODELING TECHNIQUES AND CHARACTER N-GRAMS
2004
Memory-Enhanced Neural Networks and NMF for Robust ASR
2014
Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture
2004
Brute-forcing hierarchical functionals for paralinguistics: A waste of feature space?
2008
Combining frame and turn-level information for robust recognition of emotions within speech
2007
Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies
2010
Robust Acoustic Speech Emotion Recognition by Ensembles of Classifiers
2005
Balancing spoken content adaptation and unit length in the recognition of emotion and interest
2008
Meta-Classifiers in Acoustic and Linguistic Feature Fusion-Based Affect Recognition
2006
LOW-LEVEL FUSION OF AUDIO AND VIDEO FEATURE FOR MULTI-MODAL EMOTION RECOGNITION
2008
Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise
2013
Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory
2011
Probabilistic asr feature extraction applying context-sensitive connectionist temporal classification networks
2013