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Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
TSViz: Demystification of Deep Learning Models for Time-Series Analysis

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2018

Zeitschrift

Benjamin Bischke, Patrick Helber, Florian Oliver König, Damian Borth, Andreas Dengel

Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation

2018Konferenz

Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel

Segmentation of Imbalanced Classes in Satellite Imagery Using Adaptive Uncertainty Weighted Class Loss

2018Konferenz

Ingo J. Timm, Steffen Staab, Michael Siebers, Claudia Schon, Ute Schmid, Kai Sauerwald, Lukas Reuter, Marco Ragni, Claudia Niederée, Heiko Maus, Gabriele Kern-Isberner, Christian Jilek, Paulina Friemann, Thomas Eiter, Andreas Dengel, Hannah Dames, Tanja Bock, Jan Ole Berndt, Christoph Beierle

Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges

Zum PDF

2018Konferenz

Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel

Towards Semantically Enhanced Data Understanding

2018Zeitschrift

Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel

An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor

2018Zeitschrift

Markus Schröder, Christian Jilek, Andreas Dengel

Deep Linking Desktop Resources

2018Konferenz

Ying Gu, Gagan Manjunatha Gowda, Praveenkumar Jayanna, Redouance Boumghar, Lule Lucas, Ansgar Bernardi, Andreas Dengel

The added value of Advanced Feature Engineering and Selection for Machine Learning models for Spacecraft behavior prediction

2018Konferenz

Patrick Helber, Benjamin Bischke, Damian Borth, Andreas Dengel

Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

2018Konferenz

Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel

Context Spaces as the Cornerstone of a Near-Transparent and Self-Reorganizing Semantic Desktop

2018Konferenz

Sebastian Baumbach, Nikita Sharma, Sheraz Ahmed, Andreas Dengel

Analyzing Spatio-Temporal Effects of Social-Economic Factors on Crime

2018Konferenz

Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengel

Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband

2018Konferenz

Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel

What do Deep Networks Like to See?

2018Konferenz

Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Phong Nguyen, Takuto Sato, Andreas Dengel

Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors

2018Konferenz

Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel

Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning

2018Konferenz

Mohsin Munir, Sebastian Baumbach, Ying Gu, Andreas Dengel, Sheraz Ahmed

Data Analytics: Industrial Perspective & Solutions for Streaming Data

2018inbook

Marco Stricker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel

Saliency Based Adjective Noun Pair Detection System

2018Konferenz

Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel

Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain

2018Konferenz

Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed

SentiCite - An Approach for Publication Sentiment Analysis

2018Konferenz

Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed

Ontology-based Information Extraction from Technical Documents

2018Konferenz

Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel

Impact of Training LSTM-RNN with Fuzzy Ground Truth

2018Konferenz

Milos Kravcik, Carsten Ullrich, Christoph Igel

The Potential of the Internet of Things for Supporting Learning and Training in the Digital Age

2018inbook

Mohammad Mohsin Reza, Md Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel

A High-Performance Document Image Layout Analysis for Invoices

2018Konferenz

Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn, Andreas Dengel

2018Konferenz

Pascal Klein, Jouni Viiri, Seyyed Saleh Mozaffari Chanijani, Andreas Dengel, Jochen Kuhn

Instruction-based clinical eye-tracking study on the visual interpretation of divergence: How do students look at vector field plots?

2018Zeitschrift

Marco Schreyer, Timur Sattarov, Damian Borth, Andreas Dengel, Bernd Reimer

Künstliche Intelligenz in der Wirtschaftsprüfung - Identifikation ungewöhnlicher Buchungen in der Finanzbuchhaltung

2018Zeitschrift

Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed

DeCNT: Deep Deformable CNN for Table Detection

2018Zeitschrift

Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel

High Performance Layout Analysis of Medieval European Document Images

2018Konferenz

Syed Saqib Bukhari, Manabendra Saha, Praveen Kumar Badimala Giridhara, Manesh Kumar Lohano, Andreas Dengel

anyAlign: An Intelligent and Interac- tive Text-Alignment Web-Application for Historical Document

2018Konferenz

Vladimir Rybalkin, Syed Saqib Bukhari, Aqib Ghafoor, Muhammad Mohsin Ghaffar, Norbert Wehn, Andreas Dengel

iDocChip: A Configurable Hardware Ar- chitecture for Historical Document Image Processing: Percentile Based Binarization

2018Konferenz

Anne Lauscher, Kai Eckert, Lukas Galke, Ansgar Scherp, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein, Annette Klein

Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph

2018Konferenz

Benjamin Bischke, Patrick Helber, Andreas Dengel

Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia

2018Konferenz

Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel

Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory

2018Konferenz

Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis

Case-based Reasoning in Natural Language Processing: Word2vec VS fastText

2018Konferenz

Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel

Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection

2018Konferenz

Soumy Jacob, Shoya Ishimaru, Andreas Dengel

Interest Detection while Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband

2018Konferenz

Shoya Ishimaru, Ko Watanabe, Nicolas Großmann, Carina Heisel, Pascal Klein, Yutaka Arakawa, Jochen Kuhn, Andreas Dengel.

HyperMind Builder - Pervasive User Interface to Create Intelligent Interactive Documents

2018Konferenz

Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel

Adversarial Defense based on Structure-to-Signal Autoencoders

2018misc

Mohsin Munir, Muhammad Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed

DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series

2018Zeitschrift

Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel

Transcription Free LSTM OCR Model Evaluation

2018Konferenz