Andreas Dengel

Affiliations:
  • University of Kaiserslautern, Department of Computer Science, Germany
  • German Research Centre for Artificial Intelligence, DFKI, Kaiserslautern, Germany
  • University of Stuttgart, Department of Computer Science, Germany (PhD 1989)


According to our database1, Andreas Dengel authored at least 461 papers between 1987 and 2021.

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Bibliography

2021
Next Big Challenges in Core AI Technology.
Proceedings of the Reflections on Artificial Intelligence for Humanity, 2021

Augmented Human and Human-Machine Co-evolution: Efficiency and Ethics.
Proceedings of the Reflections on Artificial Intelligence for Humanity, 2021

DisCaaS: Micro Behavior Analysis on Discussion by Camera as a Sensor.
Sensors, 2021

TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data.
Sensors, 2021

Adversarial text-to-image synthesis: A review.
Neural Networks, 2021

Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification.
Neural Comput. Appl., 2021

Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification.
Neural Comput. Appl., 2021

iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing.
J. Imaging, 2021

iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing.
Int. J. Parallel Program., 2021

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
CoRR, 2021

Violence Detection in Videos.
CoRR, 2021

Spatial Transformer Networks for Curriculum Learning.
CoRR, 2021

AudioCLIP: Extending CLIP to Image, Text and Audio.
CoRR, 2021

Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction.
CoRR, 2021

Combining Transformer Generators with Convolutional Discriminators.
CoRR, 2021

A Linked Data Application Framework to Enable Rapid Prototyping.
CoRR, 2021

AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style.
CoRR, 2021

Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis.
CoRR, 2021

Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets.
CoRR, 2021

Confidence-Aware Learning Assistant.
CoRR, 2021

A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC).
IEEE Access, 2021

Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

ptpDG: A Purchase-To-Pay Dataset Generator for Evaluating Knowledge-Graph-Based Services.
Proceedings of the ISWC 2021 Posters, 2021

Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States.
Proceedings of the LWDA 2021 Workshops: FGWM, 2021

Combining Transformer Generators with Convolutional Discriminators.
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021

Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Stress Detection by Machine Learning and Wearable Sensors.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs.
Proceedings of the International Joint Conference on Neural Networks, 2021

ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio.
Proceedings of the International Joint Conference on Neural Networks, 2021

L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images.
Proceedings of the Document Analysis and Recognition, 2021

Analyzing the Potential of Zero-Shot Recognition for Document Image Classification.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Understanding and Mitigating the Impact of Model Compression for Document Image Classification.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Graph-Based Object Detection Enhancement for Symbolic Engineering Drawings.
Proceedings of the Document Analysis and Recognition, 2021

XAI Handbook: Towards a Unified Framework for Explainable AI.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Bridging the Technology Gap between Industry and Semantic Web: Generating Databases and Server Code from RDF.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

The Person Index Challenge: Extraction of Persons from Messy, Short Texts.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Effects of Counting Seconds in the Mind while Reading.
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices.
Proceedings of the Semantic Web - 18th International Conference, 2021

Dataset Generation Patterns for Evaluating Knowledge Graph Construction.
Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

Mapping Spreadsheets to RDF: Supporting Excel in RML.
Proceedings of the 2nd International Workshop on Knowledge Graph Construction co-located with 18th Extended Semantic Web Conference (ESWC 2021), 2021

DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Text Summary Augmentation for Intelligent Reading Assistant.
Proceedings of the AHs '21: Augmented Humans International Conference 2021, 2021

Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020
Benchmarking Deep Learning Models for Classification of Book Covers.
SN Comput. Sci., 2020

Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor.
Sensors, 2020

The Focus-Aspect-Value model for predicting subjective visual attributes.
Int. J. Multim. Inf. Retr., 2020

Reliable Model Compression via Label-Preservation-Aware Loss Functions.
CoRR, 2020

Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems.
CoRR, 2020

Leveraging Visual Question Answering to Improve Text-to-Image Synthesis.
CoRR, 2020

Hybrid Sequence to Sequence Model for Video Object Segmentation.
CoRR, 2020

Training Deep Neural Networks Without Batch Normalization.
CoRR, 2020

QuViS - The Question of Visual Site Selection.
CoRR, 2020

ImpactCite: An XLNet-based method for Citation Impact Analysis.
CoRR, 2020

If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN.
CoRR, 2020

DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks.
CoRR, 2020

Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification.
CoRR, 2020

A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction.
IEEE Access, 2020

Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks.
IEEE Access, 2020

Adversarial Defense based on Structure-to-Signal Autoencoders.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Generating Heatmap for Unknown Documents towards Readability Measurement.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

Interpreting Deep Models through the Lens of Data.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Conceptual Explanations of Neural Network Prediction for Time Series.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

K-mer Neural Embedding Performance Analysis Using Amino Acid Codons.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

P ≈ NP, at least in Visual Question Answering.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

ESResNet: Environmental Sound Classification Based on Visual Domain Models.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Benchmarking Adversarial Attacks and Defenses for Time-Series Data.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

P2ExNet: Patch-Based Prototype Explanation Network.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Explaining AI-Based Decision Support Systems Using Concept Localization Maps.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education.
Proceedings of the Case-Based Reasoning Research and Development, 2020

DartsReNet: Exploring New RNN Cells in ReNet Architectures.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Classification of Visual Strategies in Physics Vector Field Problem-solving.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Quantifying Gaze-Based Strategic Patterns in Physics Vector Field Divergence.
Proceedings of the Agents and Artificial Intelligence, 12th International Conference, 2020

From Automatic Keyword Detection to Ontology-Based Topic Modeling.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback.
Proceedings of the AsianCHI '20: Proceedings of the 2020 Symposium on Emerging Research from Asia and on Asian Contexts and Cultures, 2020

Workshop on Detection and Design for Cognitive Biases in People and Computing Systems.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models.
Sensors, 2019

Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
BMC Medical Informatics Decis. Mak., 2019

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning.
BMC Medical Informatics Decis. Mak., 2019

Managed Forgetting to Support Information Management and Knowledge Work.
Künstliche Intell., 2019

Editorial for special issue on "Advanced Topics in Document Analysis and Recognition".
Int. J. Document Anal. Recognit., 2019

A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC).
CoRR, 2019

DeepBiRD: An Automatic Bibliographic Reference Detection Approach.
CoRR, 2019

Interactive Concept Mining on Personal Data - Bootstrapping Semantic Services.
CoRR, 2019

TSViz: Demystification of Deep Learning Models for Time-Series Analysis.
IEEE Access, 2019

DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series.
IEEE Access, 2019

Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN.
IEEE Access, 2019

Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows.
Proceedings of the Artificial Intelligence XXXVI, 2019

iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction.
Proceedings of the 2019 International Conference on ReConFigurable Computing and FPGAs, 2019

Quantifying Quality of Actions Using Wearable Sensor.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications.
Proceedings of the 2nd Conference on Language, Data and Knowledge, 2019

Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR.
Proceedings of the Intelligent Systems and Applications, 2019

Fusion Strategies for Learning User Embeddings with Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

Towards a Sentinel-2 Based Human Settlement Layer.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Scale Machine Learning for the Classification of Building Property Values.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Robust Page Frame Detection Method for Complex Historical Document Images.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Document Image Dewarping using Deep Learning.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

A Study of Various Text Augmentation Techniques for Relation Classification in Free Text.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Removal of Historical Document Degradations using Conditional GANs.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets.
Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis, 2019

Unsupervised OCR Model Evaluation Using GAN.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Rethinking Semantic Segmentation for Table Structure Recognition in Documents.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

DeepTabStR: Deep Learning based Table Structure Recognition.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Table Localization and Segmentation using GAN and CNN.
Proceedings of the Second International Workshop on Machine Learning, 2019

Analysis of Unsupervised Training Approaches for LSTM-Based OCR.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information.
Proceedings of the Second International Workshop on Machine Learning, 2019

Cursive Script Textline Image Transformation for Improving OCR Accuracy.
Proceedings of the Second International Workshop on Machine Learning, 2019

Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Two Stream Deep Network for Document Image Classification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A Robust Hybrid Approach for Textual Document Classification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Using Balanced Training to Minimize Biased Classification.
Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Comparison Between U-Net and U-ReNet Models in OCR Tasks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Conditional GANs for Image Captioning with Sentiments.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

A Reinforcement Learning Approach for Sequential Spatial Transformer Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Electrooculography dataset for reading detection in the wild.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

KINN: Incorporating Expert Knowledge in Neural Networks.
Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, 2019

2018
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors.
Sensors, 2018

Symbol Grounding Association in Multimodal Sequences with Missing Elements.
J. Artif. Intell. Res., 2018

Advanced Memory Buoyancy for Forgetful Information Systems.
CoRR, 2018

The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images.
CoRR, 2018

The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA.
CoRR, 2018

Towards Semantically Enhanced Data Understanding.
CoRR, 2018

Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop.
CoRR, 2018

An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor.
CoRR, 2018

Adversarial Defense based on Structure-to-Signal Autoencoders.
CoRR, 2018

DeCNT: Deep Deformable CNN for Table Detection.
IEEE Access, 2018

Dynamic Process Workflow Routing Using Deep Learning.
Proceedings of the Artificial Intelligence XXXV, 2018

Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges.
Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband.
Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion, 2018

Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Impact of Training LSTM-RNN with Fuzzy Ground Truth.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

High Performance Layout Analysis of Medieval European Document Images.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks.
Proceedings of the Pattern Recognition Applications and Methods, 2018

Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Transcription Free LSTM OCR Model Evaluation.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Answering with Cases: A CBR Approach to Deep Learning.
Proceedings of the Case-Based Reasoning Research and Development, 2018

Saliency based Adjective Noun Pair Detection System.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Ontology-based Information Extraction from Technical Documents.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

SentiCite - An Approach for Publication Sentiment Analysis.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

HyperMind Builder: Pervasive User Interface to Create Intelligent Interactive Documents.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Evaluating similarity measures for gaze patterns in the context of representational competence in physics education.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

Gaze-based interest detection on newspaper articles.
Proceedings of the 7th Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction, 2018

Deep Linking Desktop Resources.
Proceedings of the Semantic Web: ESWC 2018 Satellite Events, 2018

Context Spaces as the Cornerstone of a Near-Transparent and Self-reorganizing Semantic Desktop.
Proceedings of the Semantic Web: ESWC 2018 Satellite Events, 2018

iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing: Percentile Based Binarization.
Proceedings of the ACM Symposium on Document Engineering 2018, 2018

Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification.
Proceedings of the ACM Symposium on Document Engineering 2018, 2018

OCR Error Correction: State-of-the-Art vs an NMT-based Approach.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Layout Error Correction Using Deep Neural Networks.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

anyAlign: An Intelligent and Interactive Text-Alignment Web-Application for Historical Document.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

What Do Deep Networks Like to See?
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

Space Anomalies in OCRs for Arabic Like Scripts.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

2017
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks.
CoRR, 2017

RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Predicting Human Associations with Graph Patterns Learned from Linked Data.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Image Captioning in the Wild: How People Caption Images on Flickr.
Proceedings of the Workshop on Multimodal Understanding of Social, 2017

The Multimedia Satellite Task at MediaEval 2017.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Grid-based outlier detection in large data sets for combine harvesters.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches.
Proceedings of the Pattern Recognition Applications and Methods, 2017

Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Pattern-Based Contextual Anomaly Detection in HVAC Systems.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Classification and Information Extraction for Complex and Nested Tabular Structures in Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Table Recognition in Heterogeneous Documents Using Machine Learning.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Training LSTM-RNN with Imperfect Transcription: Limitations and Outcomes.
Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera.
Proceedings of the 1st International Workshop on Human-Document Interaction, 2017

AirScript - Creating Documents in Air.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

anyOCR: An Open-Source OCR System for Historical Archives.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Landscape or Portrait? The Impact of Page Orientation on the Understandability of Scientific Posters.
Proceedings of the 1st International Workshop on Human-Document Interaction, 2017

Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017

KHATT: A Deep Learning Benchmark on Arabic Script.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017

Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain.
Proceedings of the Case-Based Reasoning Research and Development, 2017

Classless Association Using Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Where is that Button Again?! - Towards a Universal GUI Search Engine.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Quantified reading and learning for sharing experiences.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

Towards reading trackers in the wild: detecting reading activities by EOG glasses and deep neural networks.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

ARFLED: ability recognition framework for learning and education.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

Text-line segmentation of large titles and headings in Arabic like script.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

2016
AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis.
CoRR, 2016

TSSort: Probabilistic Noise Resistant Sorting.
CoRR, 2016

A Novel Approach for Data-Driven Automatic Site Recommendation and Selection.
CoRR, 2016

A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents.
CoRR, 2016

Preference based Filtering and Recommendations for Running Routes.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Using smartphones for prototyping semantic sensor analysis systems.
Proceedings of the International Workshop on Semantic Big Data, 2016

Seed, an End-User Text Composition Tool for the Semantic Web.
Proceedings of the Semantic Web - ISWC 2016, 2016

Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset.
Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, 2016

Generating Affective Captions using Concept And Syntax Transition Networks.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Contextual Enrichment of Remote-Sensed Events with Social Media Streams.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Introducing Concept And Syntax Transition Networks for Image Captioning.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

A study on representational competence in physics using mobile eye tracking systems.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2016

Knowledge transfer from experts to novices in minimally invasive catheter-mediated (MIC) interventions, eye-tracking study.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2016

Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs.
Proceedings of the Conference "Lernen, 2016

Digital Co-Creation and Augmented Learning.
Proceedings of the The 11th International Knowledge Management in Organizations Conference on The changing face of Knowledge Management Impacting Society, 2016

anyOCR: A sequence learning based OCR system for unlabeled historical documents.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

An eye movement study on scientific papers using wearable eye tracking technology.
Proceedings of the Ninth International Conference on Mobile Computing and Ubiquitous Networking, 2016

A Tesseract-based OCR framework for historical documents lacking ground-truth text.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs.
Proceedings of the Case-Based Reasoning Research and Development, 2016

Symbolic Association Using Parallel Multilayer Perceptron.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Human Activity Recognition - Using Sensor Data of Smartphones and Smartwatches.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Managed forgetting, data condensation & preservation in application.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

The wordometer 2.0: estimating the number of words you read in real life using commercial EOG glasses.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Reading interventions: tracking reading state and designing interventions.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Towards an intelligent textbook: eye gaze based attention extraction on materials for learning and instruction in physics.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

WAHM 2016: 3rd workshop on ubiquitous technologies for augmenting the human mind.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Entropy based transition analysis of eye movement on physics representational competence.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Top-k Shortest Paths in Directed Labeled Multigraphs.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Edinburgh Associative Thesaurus as RDF and DBpedia Mapping.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

What You See is What You Get? Automatic Image Verification for Online News Content.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Sentiment analysis of texts by capturing underlying sentiment patterns.
Web Intell., 2015

DeXpression: Deep Convolutional Neural Network for Expression Recognition.
CoRR, 2015

Real-time Analysis and Visualization of the YFCC100m Dataset.
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015

Aesthetic Photo Enhancement using Machine Learning and Case-Based Reasoning.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015

What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015

Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space.
Proceedings of the Workshop Proceedings of the 11th International Conference on Intelligent Environments, 2015

User-sentiment based Evaluation for Market Fitness Trackers - Evaluation of Fitbit One, Jawbone Up and Nike+ Fuelband based on Amazon.com Customer Reviews.
Proceedings of the ICT4AgeingWell 2015, 2015

Diary generation from personal information models to support contextual remembering and reminiscence.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Analysis of text layout quality using wearable eye trackers.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Supporting early contextualization of textual content in digital documents on the Web.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Visual appearance based document classification methods: Performance evaluation and benchmarking.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Recognizable units in Pashto language for OCR.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Document Image Binarization using LSTM: A Sequence Learning Approach.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

Deepdocclassifier: Document classification with deep Convolutional Neural Network.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Extraction of read text using a wearable eye tracker for automatic video annotation.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Quantifying reading habits: counting how many words you read.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

Seed, a Natural Language Interface to Knowledge Bases.
Proceedings of the Human Interface and the Management of Information. Information and Knowledge Design, 2015

Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation.
Proceedings of the Graphic Recognition. Current Trends and Challenges, 2015

Robust object recognition in wearable eye tracking system.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Analysis of the Logical Layout of Documents.
Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Bridging the gap between handwriting recognition and knowledge management.
Pattern Recognit. Lett., 2014

Automatic analysis and sketch-based retrieval of architectural floor plans.
Pattern Recognit. Lett., 2014

Automatic classifier selection for non-experts.
Pattern Anal. Appl., 2014

Intuitive justifications of medical semantic search results.
Eng. Appl. Artif. Intell., 2014

Fuzzy Subjective Sentiment Phrases: A Context Sensitive and Self-Maintaining Sentiment Lexicon.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support.
Proceedings of the International Conference on Multimedia Retrieval, 2014

A mixed reality head-mounted text translation system using eye gaze input.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Automatic Signature Stability Analysis and Verification Using Local Features.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

An Aggressive Feature Selection Technique for Rule-based Text Categorization.
Proceedings of the ICAART 2014, 2014

Daily activity recognition combining gaze motion and visual features.
Proceedings of the 2014 ACM Conference on Ubiquitous Computing, 2014

In the blink of an eye: combining head motion and eye blink frequency for activity recognition with Google Glass.
Proceedings of the 5th Augmented Human International Conference, 2014

2013
A social network analysis and mining methodology for the monitoring of specific domains in the blogosphere.
Soc. Netw. Anal. Min., 2013

The Role of Linked Data in Agriculture - Interview with Johannes Keizer, Information Systems Officer at the Food and Agriculture Organization of the United Nations.
Künstliche Intell., 2013

Special Issue on Artificial Intelligence in Agriculture.
Künstliche Intell., 2013

Graph-based retrieval of building information models for supporting the early design stages.
Adv. Eng. Informatics, 2013

Analysis and forecasting of trending topics in online media streams.
Proceedings of the ACM Multimedia Conference, 2013

User attention oriented augmented reality on documents with document dependent dynamic overlay.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

Predicting Classifier Combinations.
Proceedings of the ICPRAM 2013, 2013

Local Features for Forensic Signature Verification.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Wearable Reading Assist System: Augmented Reality Document Combining Document Retrieval and Eye Tracking.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Continuous Partial-Order Planning for Multichannel Document Analysis: A Process-Driven Approach.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

FREAK for Real Time Forensic Signature Verification.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Generic Method for Stamp Segmentation Using Part-Based Features.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Mapping Multichannel Documents to Attentive Tasks: Ensuring Information Gain and Detecting Failure.
Proceedings of the Agents and Artificial Intelligence - 5th International Conference, 2013

Enhancing Attentive Task Search with Information Gain Trees and Failure Detection Strategies.
Proceedings of the ICAART 2013, 2013

Sentiment Analysis Using Sentiment Features.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Improved Contour-Based Corner Detection for Architectural Floor Plans.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Collecting Links between Entities Ranked by Human Association Strengths.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Sentiment Analysis and Summarization of Twitter Data.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

A Comparative Study of Social Media Prediction Potential in the 2012 U.S. Republican Presidential Preelections.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

Gazing the Text for Fun and Profit.
Proceedings of the Eye Gaze in Intelligent User Interfaces, 2013

2012
Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond.
ACM Trans. Interact. Intell. Syst., 2012

Faster subgraph isomorphism detection by well-founded total order indexing.
Pattern Recognit. Lett., 2012

Meta-learning for evolutionary parameter optimization of classifiers.
Mach. Learn., 2012

Semantic E-Ink: Knowledge-Based Assistance for Making Mental Models Explicit.
Int. J. Pattern Recognit. Artif. Intell., 2012

BetterRelations: Collecting Association Strengths for Linked Data Triples with a Game.
Proceedings of the Search Computing - Broadening Web Search, 2012

Searching attentive tasks with document analysis evidences and Dempster-Shafer theory.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Local Feature Based Online Mode Detection with Recurrent Neural Networks.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Signature Segmentation from Document Images.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Gaze guided object recognition using a head-mounted eye tracker.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

A robust realtime reading-skimming classifier.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

Universal eye-tracking based text cursor warping.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

Towards robust gaze-based objective quality measures for text.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

Reading and estimating gaze on smart phones.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

Attentive Tasks: Process-Driven Document Analysis for Multichannel Documents.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

How Salient is Scene Text?
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

A Signature Verification Framework for Digital Pen Applications.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Koios++: A Query-Answering System for Handwritten Input.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Recognizing Words in Scenes with a Head-Mounted Eye-Tracker.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Towards Understandable Explanations for Document Analysis Systems.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Automatic Room Detection and Room Labeling from Architectural Floor Plans.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Extraction of Text Touching Graphics Using SURF.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011
Künstliche Intelligenz in Anwendungen.
Künstliche Intell., 2011

Linked Open Data Perspectives: Incorporating Linked Open Data into Information Extraction on the Web.
it Inf. Technol., 2011

Towards Context-Sensitive Music Recommendations Using Multifaceted User Profiles.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

Touch & Write: Penabled Collaborative Intelligence.
Proceedings of the Knowledge Technology - Third Knowledge Technology Week, 2011

Prediction of Classifier Training Time Including Parameter Optimization.
Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

BetterRelations: Using a Game to Rate Linked Data Triples.
Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

Topic-Based Recommendations for Enterprise 2.0 Resource Sharing Platforms.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

An Intelligent Shopping List - Combining Digital Paper with Product Ontologies.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Semantic Retrieval of Images by Learning from Wikipedia.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Generic and Specific Object Recognition for Semantic Retrieval of Images.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

MCS for Online Mode Detection: Evaluation on Pen-Enabled Multi-touch Interfaces.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Bayesian Approach to Photo Time-Stamp Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Evaluation of Local and Global Features for Offline Signature Verification.
Proceedings of the 1st International Workshop on Automated Forensic Handwriting Analysis: A Satellite Workshop of ICDAR-2011, 2011

Semantic Logging: Towards Explanation-Aware DAS.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Text/Graphics Segmentation in Architectural Floor Plans.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Improved Automatic Analysis of Architectural Floor Plans.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Fast Subgraph Isomorphism Detection for Graph-Based Retrieval.
Proceedings of the Case-Based Reasoning Research and Development, 2011

Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

Core/periphery structure versus clustering in international weblogs.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2011

Mining shared social media links to support clustering of blog articles.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2011

2010
Extraction of Contextualized User Interest Profiles in Social Sharing Platforms.
J. Univers. Comput. Sci., 2010

The eyeBook - Using Eye Tracking to Enhance the Reading Experience.
Inform. Spektrum, 2010

Automatic Sentiment Monitoring of Specific Topics in the Blogosphere.
Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010

Linked Data Games: Simulating Human Association with Linked Data.
Proceedings of the LWA 2010, 2010

Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

a.SCAtch - A Sketch-Based Retrieval for Architectural Floor Plans.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Handwriting Reconstruction for a Camera Pen Using Random Dot Patterns.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Ontology-Based Information Extraction from Handwritten Documents.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

CONTASK: Context-Sensitive Task Assistance in the Semantic Desktop.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

ConTask - Using Context-sensitive Assistance to Improve Task-oriented Knowledge Work.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Representing the International Classification of Diseases Version 10 in OWL.
Proceedings of the KEOD 2010, 2010

Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology.
Proceedings of the KDIR 2010, 2010

Explanation-Aware Software Design of the Semantic Search Engine KOIOS.
Proceedings of the Explanation-aware Computing, 2010

Constructing Understandable Explanations for Semantic Search Results.
Proceedings of the Knowledge Engineering and Management by the Masses, 2010

Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data.
Proceedings of the Knowledge Engineering and Management by the Masses, 2010

The aware toolbox for the detection of law infringements on web pages.
Proceedings of the Document Recognition and Retrieval XVII, 2010

An open approach towards the benchmarking of table structure recognition systems.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Touch & Write: a multi-touch table with pen-input.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Improving handwriting recognition by the use of semantic information.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Eye tracking analysis of preferred reading regions on the screen.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

Text 2.0.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

Crumblr: Aggregation and Sharing of Spatial Content in Mobile Environments.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

Implementation of an Intelligent Product Recommender System in an e-Store.
Proceedings of the Active Media Technology, 6th International Conference, 2010

2009
A Paper-based Technology for Personal Knowledge Management.
Proceedings of the Fifth Conference Professional Knowledge Management: Experiences and Visions, 2009

Towards Ontology-based Information Extraction and Annotation of Paper Documents for Personalized Knowledge Acquisition.
Proceedings of the Fifth Conference Professional Knowledge Management: Experiences and Visions, 2009

Segment-level display time as implicit feedback: a comparison to eye tracking.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Context-Aware Service Discovery Using Case-Based Reasoning Methods.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured Text.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Seizing the Treasure: Transferring Knowledge in Invoice Analysis.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Helping People Remember: Coactive Assistance for Personal Information Management on a Semantic Desktop.
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009

The Semantic Desktop as a Means for Personal Information Management.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

Using iDocument for Document Categorization in Nepomuk Social Semantic Desktop.
Proceedings of the 5th International Conference on Semantic Systems, 2009

Explaining Ontology-Based Information Extraction in the NEPOMUK Semantic Desktop.
Proceedings of the Explanation-aware Computing, 2009

2008
KI / MATES 2008.
Künstliche Intell., 2008

IVIP - A Scientific Workflow System to Support Experts in Spatial Planning of Crop Production.
Proceedings of the Scientific and Statistical Database Management, 2008

Visualizing personal trend on gnowsis Semantic Desktop.
Proceedings of the IEEE International Conference on Systems, 2008

Query expansion using gaze-based feedback on the subdocument level.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A Recognition Interface for Bridging the Semantic Desktop and the Physical World.
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008

Believing Finite-State Cascades in Knowledge-Based Information Extraction.
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008

Managing a document-based information space.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Contextualized Knowledge Acquisition in a Personal Semantic Wiki.
Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

The HCI Paradigm of HyperPrinting.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Attention-Based Document Classifier Learning.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Generating and using gaze-based document annotations.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Eye movements as implicit relevance feedback.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web?
Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

2007
Knowledge Technologies for the Social Semantic Desktop.
Proceedings of the Knowledge Science, 2007

Sharing CAM to Support Personalized Information Retrieval.
Proceedings of the International ACM/IEEE Workshop on Contextualized Attention Metadata: Personalized Access to Digital Resources CAMA 2007, 2007

Learning of Pattern-Based Rules for Document Classification.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Semantic Desktop 2.0: The Gnowsis Experience.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

Increasing Search Quality with the Semantic Desktop in Proposal Development.
Proceedings of the Practical Aspects of Knowledge Management, 6th International Conference, 2006

Personalized document retrieval in multi-party environments with the Semantic Desktop.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

Six Thousand Words about Multi-Perspective Personal Document Management.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

DynaQ - Dynamic Queries for Electronic Document Management.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

On Benchmarking of Invoice Analysis Systems.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

Task-based process know-how reuse and proactive information delivery in TaskNavigator.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Overview and Outlook on the Semantic Desktop.
Proceedings of the ISWC 2005 Workshop on The Semantic Desktop, 2005

An Approach towards Benchmarking of Table Structure Recognition Results.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
FRODO: Ein Agentenframework für verteilte Unternehmensgedächtnisse.
Künstliche Intell., 2004

smartFIX: An Adaptive System for Document Analysis and Understanding.
Proceedings of the Reading and Learning, Adaptive Content Recognition, 2004

Passage Retrieval Based on Density Distributions of Terms and Its Applications to Document Retrieval and Question Answering.
Proceedings of the Reading and Learning, Adaptive Content Recognition, 2004

Results of a Study on Invoice-Reading Systems in Germany.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
Problem-adaptable document analysis and understanding for high-volume applications.
Int. J. Document Anal. Recognit., 2003

Making Documents Work: Challenges for Document Understanding.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Evaluating SEE - A Benchmarking System for Document Page Segmentation.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Towards Collaborative Information Retrieval: Three Approaches.
Proceedings of the Text Mining, Theoretical Aspects and Applications, 2003

2002
Konzepte zur Gestaltung von Unternehmensgedächtnissen.
Künstliche Intell., 2002

Text-Mining in Adaptive Read.
Künstliche Intell., 2002

Query Expansion for Web Information Retrieval.
Proceedings of the 32. Jahrestagung der Gesellschaft für Informatik, Informatik bewegt, INFORMATIK 2002, Dortmund, Germany, September 30, 2002

Collaborative Learning of Term-Based Concepts for Automatic Query Expansion.
Proceedings of the Machine Learning: ECML 2002, 2002

Combining Ontologies and Document Retrieval Techniques: A Case Study for an E-Learning Scenario.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

Improving Document Retrieval by Automatic Query Expansion Using Collaborative Learning of Term-Based Concepts.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

smartFIX: A Requirements-Driven System for Document Analysis and Understanding.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
Editorial.
Int. J. Document Anal. Recognit., 2001

Guest Editorial.
Int. J. Document Anal. Recognit., 2001

Three Approaches to "Industrial" Table Spotting.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Experimental Evaluation of Passage-Based Document Retrieval.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Applying the T-Recs Table Recognition System to the Business Letter Domain.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Preventing Overfitting in Learning Text Patterns for Document Categorization.
Proceedings of the Advances in Pattern Recognition, 2001

Passage-Based Document Retrieval as a Tool for Text Mining with User's Information Needs.
Proceedings of the Discovery Science, 4th International Conference, DS 2001, Washington, 2001

1999
Quality Evaluation of Document Segmentation Results.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

On the Evaluation of Document Analysis Components by Recall, Precision, and Accuracy.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
A General Approach to Quality Evaluation of Document Segmentation Results.
Proceedings of the Document Analysis Systems: Theory and Practice, Third IAPR Workshop, 1998

Text-Line Extraction as Selection of Paths in the Neighbor Graph.
Proceedings of the Document Analysis Systems: Theory and Practice, Third IAPR Workshop, 1998

The T-Recs Table Recognition and Analysis System.
Proceedings of the Document Analysis Systems: Theory and Practice, Third IAPR Workshop, 1998

1997
Selecting distinctive attributes for concept learning.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1997

Real Time Object Detection, Tracking and Classification in Monocular Image Sequences of Road Traffic Scenes.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Message Extraction from Printed Documents - A Complete Solution.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

1996
Computer understanding of document structure.
Int. J. Imaging Syst. Technol., 1996

Document Analysis and Learning: das'96 Working Group Report.
Proceedings of the Document Analysis Systems II, 1996

<i>Formclas</i> - a System for OCR Free identification of Forms.
Proceedings of the Document Analysis Systems II, 1996

1995
OfficeMAID - ein System zur Analyse, Interpretation und Verteilung von gedruckter Geschäftspost.
Künstliche Intell., 1995

Syntactic Analysis and Representation of Spatial Structures by Puzzletrees.
Int. J. Pattern Recognit. Artif. Intell., 1995

Post-processing of OCR results for automatic indexing.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Clustering and classification of document structure-a machine learning approach.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1993
A Comparison on Neural Net Simulators.
IEEE Expert, 1993

The role of document analysis and understanding in multi-media information systems.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Initial learning of document structure.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
From Paper to Office Document Standard Representation.
Computer, 1992

Fragmentary string matching by selective access to hybrid tries.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991
International Workshop on "Syntactic & Structural Pattern Recognition".
Künstliche Intell., 1991

1990
Ein kontext-restriktiver Ansatz zur Texterkennung.
Proceedings of the Mustererkennung 1990, 1990

1989
ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

Rotationswinkelbestimmung in abgetasteten Dokumentbildern.
Proceedings of the Mustererkennung 1989, 1989

Automatische visuelle Klassifikation von Dokumenten.
PhD thesis, 1989

1988
High Level Document Analysis Guided by Geometric Aspects.
Int. J. Pattern Recognit. Artif. Intell., 1988

Document Description and Analysis by Cuts.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1988

Modellgestützte Segmentierung und Hypothesengenerierung für die Analyse von Papierdokumenten.
Proceedings of the Mustererkennung 1988, 1988

1987
Ein Ansatz zur Modellierung und Analyse von Dokumenten durch ein Zerschneidungsverfahren für das Layout.
Proceedings of the GI, 1987


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