
Aleatoric and Epistemic Uncertainty with Random Forests
Due to the steadily increasing relevance of machine learning for practic...
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Learning to Rank based on Analogical Reasoning
Object ranking or "learning to rank" is an important problem in the real...
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Mandolin: A Knowledge Discovery Framework for the Web of Data
Markov Logic Networks join probabilistic modeling with firstorder logic...
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Deep Learning Assisted Heuristic Tree Search for the Container Premarshalling Problem
One of the key challenges for operations researchers solving realworld ...
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Facial Key Points Detection using Deep Convolutional Neural Network  NaimishNet
Facial Key Points (FKPs) Detection is an important and challenging probl...
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Sooner than Expected: Hitting the Wall of Complexity in Evolution
In evolutionary robotics an encoding of the control software, which maps...
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Conditions for Stability and Convergence of SetValued Stochastic Approximations: Applications to Approximate Value and Fixed point Iterations
The main aim of this paper is the development of easily verifiable suffi...
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Path planning for Robotic Mobile Fulfillment Systems
This paper presents a collection of path planning algorithms for realti...
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Towards Swarm Calculus: Urn Models of Collective Decisions and Universal Properties of Swarm Performance
Methods of general applicability are searched for in swarm intelligence ...
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AutoCompete: A Framework for Machine Learning Competition
In this paper, we propose AutoCompete, a highly automated machine learni...
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Variations of the Turing Test in the Age of Internet and Virtual Reality
Inspired by Hofstadter's CoffeeHouse Conversation (1982) and by the sci...
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A Prototyping Environment for Integrated Artificial Attention Systems
Artificial visual attention systems aim to support technical systems in ...
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SaliencyGuided Perceptual Grouping Using Motion Cues in RegionBased Artificial Visual Attention
Regionbased artificial attention constitutes a framework for bioinspir...
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Machine Translation Using Semantic Web Technologies: A Survey
A large number of machine translation approaches has been developed rece...
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Automatic Generation of Benchmarks for Entity Recognition and Linking
The velocity dimension of Big Data plays an increasingly important role ...
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MAG: A Multilingual, Knowledgebase Agnostic and Deterministic Entity Linking Approach
Entity linking has recently been the subject of a significant body of re...
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Directional Statistics and Filtering Using libDirectional
In this paper, we present libDirectional, a MATLAB library for direction...
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A Massively Parallel Algorithm for the Approximate Calculation of Inverse pth Roots of Large Sparse Matrices
We present the submatrix method, a highly parallelizable method for the ...
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RAWSimO: A Simulation Framework for Robotic Mobile Fulfillment Systems
This paper deals with a new type of warehousing system, Robotic Mobile F...
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Selfadaptive static analysis
Static code analysis is a powerful approach to detect quality deficienci...
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CrySL: Validating Correct Usage of Cryptographic APIs
Various studies have empirically shown that the majority of Java and And...
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Using Approximate Computing for the Calculation of Inverse Matrix pth Roots
Approximate computing has shown to provide new ways to improve performan...
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Competitive Routing in Hybrid Communication Networks
Routing is a challenging problem for wireless ad hoc networks, especiall...
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SelfStabilizing Supervised PublishSubscribe Systems
In this paper we present two major results: First, we introduce the firs...
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Gathering Anonymous, Oblivious Robots on a Grid
We consider a swarm of n autonomous mobile robots, distributed on a 2di...
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Improper Gaussian signaling for multipleaccess channels in underlay cognitive radio
This paper characterizes the achievable rate region of an unlicensed mul...
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A Tight Approximation for Fully Dynamic Bin Packing without Bundling
We consider a variant of the classical Bin Packing Problem, called Fully...
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Active repositioning of storage units in Robotic Mobile Fulfillment Systems
In our work we focus on Robotic Mobile Fulfillment Systems in ecommerce...
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Joint Orchestration of CloudBased Microservices and Virtual Network Functions
Recent studies show the increasing popularity of distributed cloud appli...
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Causal Linearizability: Compositionality for Partially Ordered Executions
In the interleaving model of concurrency, where events are totally order...
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Asynchronous stochastic approximations with asymptotically biased errors and deep multiagent learning
Asynchronous stochastic approximations are an important class of modelf...
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DeepCAS: A Deep Reinforcement Learning Algorithm for ControlAware Scheduling
We consider networked control systems consisting of multiple independent...
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Quadratic and symmetric bilinear forms over finite fields and their association schemes
Let Q(m,q) and S(m,q) be the sets of quadratic forms and symmetric bilin...
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Deep architectures for learning contextdependent ranking functions
Object ranking is an important problem in the realm of preference learni...
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Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets
For optimal placement and orchestration of network services, it is cruci...
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Sequence pairs with asymptotically optimal aperiodic correlation
The PursleySarwate criterion of a pair of finite complexvalued sequenc...
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Do Android Taint Analysis Tools Keep their Promises?
In recent years, researchers have developed a number of tools to conduct...
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Skeap & Leap: Scalable Distributed Priority Queues for constant and arbitrary Priorities
We propose two protocols for distributed priority queues (denoted by 'he...
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Convex Hull Formation for Programmable Matter
We envision programmable matter as a system of nanoscale agents (called...
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Distributed Computation in the NodeCongested Clique
The Congested Clique model of distributed computing, which was introduce...
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Preferencebased Online Learning with Dueling Bandits: A Survey
In machine learning, the notion of multiarmed bandits refers to a class...
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Selfstabilizing Overlays for highdimensional Monotonic Searchability
We extend the concept of monotonic searchability for selfstabilizing sy...
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MultiTarget Prediction: A Unifying View on Problems and Methods
Multitarget prediction (MTP) is concerned with the simultaneous predict...
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On UnderlayAware SelfStabilizing Overlay Networks
We present a selfstabilizing protocol for an overlay network that const...
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A Bounding Box Overlay for Competitive Routing in Hybrid Communication Networks
In this work, we present a new approach for competitive routing in wirel...
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MultiStage Reinforcement Learning For Object Detection
We present a reinforcement learning approach for detecting objects withi...
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Automated MultiLabel Classification based on MLPlan
Automated machine learning (AutoML) has received increasing attention in...
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Verifying C11 Programs Operationally
This paper develops an operational semantics for a releaseacquire fragm...
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AnalogyBased Preference Learning with Kernels
Building on a specific formalization of analogical relationships of the ...
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ACMiner: Extraction and Analysis of Authorization Checks in Android's Middleware
Billions of users rely on the security of the Android platform to protec...
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Universität Paderborn
Paderborn University is one of the fourteen universities in the state of North RhineWestphalia in Germany.