Search filters

List of works by Christian Bauckhage

A Fast, Feature-based Cluster Algorithm for Information Retrieval

scientific article published in August 2007

A Neural Network Implementation of Frank-Wolfe Optimization

scientific article published in 2017

A Probabilistic Diffusion Scheme for Anomaly Detection on Smartphones

scientific article published in 2010

A Stochastic Late Fusion Approach to Human Action Recognition in Unconstrained Images and Videos

scientific article published in 2014

A distributed machine learning framework

scientific article published in December 2009

A lightweight biometric signature scheme for user authentication over networks

scientific article published in 2008

A new evaluation measure for information retrieval systems

scientific article published in October 2007

Action Recognition in Videos Using Nonnegative Tensor Factorization

scientific article published in August 2010

Action recognition by learning discriminative key poses

scientific article published in November 2011

Action recognition in still images by learning spatial interest regions from videos

scientific article published in January 2015

Adapting Information Theoretic Clustering to Binary Images

scientific article published in August 2010

Adaptive wireless services for augmented environments

scientific article published in 2009

Age Recognition in the Wild

scientific article published in August 2010

Agriculture's Technological Makeover

An XML based framework for cognitive vision architectures

An intelligent knowledge sharing system for web communities

scientific article published in October 2007

Analyzing pedestrian behavior in crowds for automatic detection of congestions

scientific article published in November 2011

Analyzing the Evolution of Social Groups in World of Warcraft ®

scientific article published in August 2010

Applying Ensembles of Multilinear Classifiers in the Frequency Domain

Archetypal Images in Large Photo Collections

scientific article published in September 2009

Archetypical motion: Supervised game behavior learning with Archetypal Analysis

scientific article published in August 2013

Automatic detection of abnormal gait

scientific article published in January 2009

Automatic detection of dangerous motion behavior in human crowds

scientific article published in August 2011

Automatic mapping of human behavior data to personality model parameters for traffic simulations in virtual environments

scientific article published in August 2015

Bayesian Imitation of Human Behavior in Interactive Computer Games

scientific article published in 2006

Behavior evolution in Tomb Raider Underworld

scientific article published in August 2013

Benefits of Separable, Multilinear Discriminant Classification

scientific article published in 2006

Beyond heatmaps: Spatio-temporal clustering using behavior-based partitioning of game levels

scientific article published in August 2014

Bounding box splitting for robust shape classification

scientific article published in 2005

Cell Phone Image-Based Plant Disease Classification

article

Center-Surround Contrast Features for Pedestrian Detection

scientific article published in August 2014

Classification of Team Behaviors in Sports Video Games

scientific article published in 2006

Clustering Game Behavior Data

scientific article published in September 2015

Cognitive Agents for Microscopic Traffic Simulations in Virtual Environments

scientific article published in 2012

Collective Attention on the Web

scientific article published in 2016

Combining environmental cues & head gestures to interact with wearable devices

scientific article published in 2005

Content-based image retrieval by multimodal interaction

Convex Non-negative Matrix Factorization in the Wild

scientific article published in December 2009

Convex non-negative matrix factorization for massive datasets

scientific article published on 26 October 2010

Descriptive matrix factorization for sustainability Adopting the principle of opposites

scientific article published on 2 March 2011

Detecting Abnormal Gait

article

Detecting Trends in Social Bookmarking Systems

scientific article published in January 2010

Discriminative Joint Non-negative Matrix Factorization for Human Action Classification

scientific article published in 2013

Distance-Free Image Retrieval Based on Stochastic Diffusion over Bipartite Graphs

scientific article published in 2007

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis

scientific article published in 2012

Efficient Learning for Hashing Proportional Data

scientific article published in December 2012

Efficient Mesoscopic Simulations for Persistent Agents in 3D-Applications and Games

scientific article published in September 2013

Efficient Pedestrian Detection via Rectangular Features Based on a Statistical Shape Model

scientific article published in 2014

Efficient Pose-Based Action Recognition

scientific article published in 2015

Efficient and Robust Alignment of Unsynchronized Video Sequences

scientific article published in 2011

Efficient subframe video alignment using short descriptors

scientific article published in October 2013

Erosion Band Features for Cell Phone Image Based Plant Disease Classification

scientific article published in August 2014

Evaluating integrated speech- and image understanding

Evaluation of Interest Point Detectors

scientific article published in 2000

Exploring Human Vision Driven Features for Pedestrian Detection ⬇️

scientific article published in October 2015

FROM IMAGE FEATURES TO SYMBOLS AND VICE VERSA — USING GRAPHS TO LOOP DATA- AND MODEL-DRIVEN PROCESSING IN VISUAL ASSEMBLY RECOGNITION

scientific article published in May 2004

Face Recognition with Weighted Locally Linear Embedding

Fast Learning for Customizable Head Pose Recognition in Robotic Wheelchair Control

Fast moving pedestrian detection based on motion segmentation and new motion features

scientific article published on 17 April 2015

Fast, Illumination Insensitive Face Detection Based on Multilinear Techniques and Curvature Features

scientific article published in 2006

Gait recognition by learning distributed key poses

scientific article published in September 2012

Game Data Mining

scholarly article published 2013

Guns, swords and data: Clustering of player behavior in computer games in the wild

scientific article published in September 2012

High dimensional low sample size activity recognition using geometric classifiers

scientific article published in July 2015

How players lose interest in playing a game: An empirical study based on distributions of total playing times

scientific article published in September 2012

Human activity recognition by separating style and content

scientific article published in December 2014

I tag, you tag

scientific article published in 2010

Image Space I 3 and Eigen Curvature for Illumination Insensitive Face Detection

scientific article published in 2005

Image Tagging Using PageRank over Bipartite Graphs

Image retrieval and Web 2.0 — where can we go from here?

scientific article published in 2008

Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models

scientific article published on 04 August 2023

Informed Haar-Like Features Improve Pedestrian Detection

scientific article published in June 2014

Integral correlograms and probabilistic diffusion for image tagging

scientific article published in 2008

Integration frameworks for large scale cognitive vision systems - an evaluative study

scientific article published in 2004

Investigating CAPTCHAs Based on Visual Phenomena

scientific article published in 2009

Ising Models for Binary Clustering via Adiabatic Quantum Computing

scientific article published in 2018

Kernel Archetypal Analysis for Clustering Web Search Frequency Time Series

scientific article published in August 2014

Loveparade 2010: Automatic video analysis of a crowd disaster

scientific article published in March 2012

MALADY: A Machine Learning-Based Autonomous Decision-Making System for Sensor Networks

scientific article published in 2009

Making Archetypal Analysis Practical

scientific article published in 2009

Malware Detection on Mobile Devices Using Distributed Machine Learning

scientific article published in August 2010

Matrix Factorization as Search

scientific article published in 2012

Memory consistency validation in a cognitive vision system

scientific article published in 2004

Metro maps of plant disease dynamics--automated mining of differences using hyperspectral images

scientific article

Modeling Sensation for an Intelligent Virtual Agent’s Perception Process

scientific article published in 2015

More influence means less work

scientific article published in 2011

Moving pedestrian detection based on motion segmentation

scientific article published in January 2013

Network growth and the spectral evolution model

scientific article published in 2010

Non-negative factor analysis supporting the interpretation of elemental distribution images acquired by XRF

scientific article published on 3 April 2014

Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging

scientific article published on 11 February 2016

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

scientific article published on 9 March 2016

Policy Learning Using SPSA

scientific article published in 2018

Predicting player churn in the wild

scientific article published in August 2014

Prediction of memory formation based on absolute electroencephalographic phases in rhinal cortex and hippocampus outperforms prediction based on stimulus-related phase shifts

scientific article published on 23 February 2018

Prediction of successful memory encoding based on single-trial rhinal and hippocampal phase information

scientific article published on 13 June 2016

Probabilistic Diffusion Classifiers for Object Detection

scientific article published in December 2008

Propagation kernels: efficient graph kernels from propagated information

scientific article published on 17 July 2015

RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Domain-specific Rational Kernels ⬇️

Conference paper

Reverse Indexing for Reading Graffiti Tags

scientific article published in August 2010

SPSA for Layer-Wise Training of Deep Networks

scientific article published in 2018

Separable Linear Classifiers for Online Learning in Appearance Based Object Detection

scientific article published in 2005

Simple Recurrent Neural Networks for Support Vector Machine Training

scientific article published in 2018

Social and Expert Research in Online Communities

scientific article published on 20 July 2010

Spectral evolution in dynamic networks

scientific article published on 20 October 2012

Subspace manifold learning with sample weights

scientific article published in January 2009

Tailoring Taxonomies for Efficient Text Categorization and Expert Finding

scientific article published in December 2008

Temporal key poses for human action recognition

scientific article published in November 2011

Tensor-Based Filter Design using Kernel Ridge Regression

scientific article published in 2007

The "Spree" Expert Finding System

scientific article published in September 2007

The Age of Analytics

scientific article published in September 2015

The Good, the Bad, and the Ugly: Predicting Aesthetic Image Labels

scientific article published in August 2010

The Playtime Principle: Large-scale cross-games interest modeling

scientific article published in August 2014

The Snippet Statistics of Font Recognition

scientific article published in August 2010

The slashdot zoo

scientific article published in 2009

The visual active memory perspective on integrated recognition systems

scientific article published in January 2008

Towards manifold learning for gamebot behavior modeling

scientific article published in 2005

Tree-Based Signatures for Shape Classification

scientific article published in October 2006

Usability Evaluation for Image Retrieval Beyond Desktop Applications

scientific article published in July 2006

Using Echo State Networks for Cryptography

scientific article published in 2017

Vision Systems with the Human in the Loop

scientific article published on 25 August 2005

Who is doing what? Simultaneous recognition of actions and actors

scientific article published in September 2012

Yes we can

scientific article published in 2010

Paulina is supported by:

About Paulina

Help