[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 34
May 7, 2019

Paper Group ANR 34

Temperature-Based Deep Boltzmann Machines. “Flow Size Difference” Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford’s Law. MIST: Missing Person Intelligence Synthesis Toolkit. Adaptive Convolutional ELM For Concept Drift Handling in Online Stream Data. On the Robustness of Decision Tree Learning under Label Noise. Effect …

Paper Group ANR 35

Paper Group ANR 35

May 7, 2019

Classification of Human Whole-Body Motion using Hidden Markov Models. Superresolution of Noisy Remotely Sensed Images Through Directional Representations. Building a Learning Database for the Neural Network Retrieval of Sea Surface Salinity from SMOS Brightness Temperatures. Performance Trade-Offs in Multi-Processor Approximate Message Passing. Eng …
Paper Group ANR 36

Paper Group ANR 36

May 7, 2019

Stacked Approximated Regression Machine: A Simple Deep Learning Approach. 4D Crop Monitoring: Spatio-Temporal Reconstruction for Agriculture. Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data. Combining Texture and Shape Cues for Object Recognition With Minimal Supervision. Multipartite Ranking-Selection o …
Paper Group ANR 37

Paper Group ANR 37

May 7, 2019

Admissible Hierarchical Clustering Methods and Algorithms for Asymmetric Networks. Multiview Differential Geometry of Curves. Contour-based 3d tongue motion visualization using ultrasound image sequences. Tracking Completion. Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework. Random Feature Ma …
Paper Group ANR 38

Paper Group ANR 38

May 7, 2019

Learning Discriminative Features using Encoder-Decoder type Deep Neural Nets. Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures. Facial expression recognition based on local region specific features and support vector machines. LIA-RAG: a system based on graphs and divergence of probabilities applie …
Paper Group ANR 39

Paper Group ANR 39

May 7, 2019

Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces. Regularization for Unsupervised Deep Neural Nets. Recurrent Exponential-Family Harmoniums without Backprop-Through-Time. Unsupervised Clustering of Commercial Domains for Adaptive Machine Translation. Reliable Attribute-Based Object Recognition Using High Predictive Value Clas …
Paper Group ANR 4

Paper Group ANR 4

May 7, 2019

A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction. Tensor Graphical Model: Non-convex Optimization and Statistical Inference. The scarcity of crossing dependencies: a direct outcome of a specific constraint?. Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dyna …
Paper Group ANR 40

Paper Group ANR 40

May 7, 2019

Temporal Model Adaptation for Person Re-Identification. Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition. Correlated-PCA: Principal Components’ Analysis when Data and Noise are Correlated. Habits vs Environment: What really causes asthma?. Covariate conscious approach for G …
Paper Group ANR 41

Paper Group ANR 41

May 7, 2019

Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras. Approximate cross-validation formula for Bayesian linear regression. An Integrated Classification Model for Financial Data Mining. Simpler Context-Dependent Logical Forms via Model Projections. On Avoidance Learning with Partial Observability. Rectified Gaussian Scale Mixtures …
Paper Group ANR 42

Paper Group ANR 42

May 7, 2019

Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm. Where is my Phone ? Personal Object Retrieval from Egocentric Images. Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup. Consistent Kernel Mean Estimation for Functions of Random Variables. Deep Amortized Inference for Probabilist …
Paper Group ANR 43

Paper Group ANR 43

May 7, 2019

Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis. Markov Random Field Model-Based Salt and Pepper Noise Removal. Bitwise Neural Networks. Uniform Transformation of Non-Separable Probability Distributions. Synthesis of Shared Control Protocols with Provable Safety and Performance Guarantees. A Survey of S …
Paper Group ANR 44

Paper Group ANR 44

May 7, 2019

Subjects and Their Objects: Localizing Interactees for a Person-Centric View of Importance. Locally Imposing Function for Generalized Constraint Neural Networks - A Study on Equality Constraints. Fleet Size and Mix Split-Delivery Vehicle Routing. Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition. Seq-NMS for Video Object Detecti …
Paper Group ANR 45

Paper Group ANR 45

May 7, 2019

Sequence to sequence learning for unconstrained scene text recognition. Am I a Baller? Basketball Performance Assessment from First-Person Videos. Proceedings of NIPS 2016 Workshop on Interpretable Machine Learning for Complex Systems. Learning Compact Recurrent Neural Networks. Centrog Feature technique for vehicle type recognition at day and nigh …
Paper Group ANR 46

Paper Group ANR 46

May 7, 2019

A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images. Conditional distribution variability measures for causality detection. Automatic Annotation of Structured Facts in Images. A Classification Leveraged Object Detector. Congruences and Concurrent Lines in Multi-View Geometry. Visualizing Linguistic Shift. Relat …
Paper Group ANR 47

Paper Group ANR 47

May 7, 2019

Cognitive Dynamic Systems: A Technical Review of Cognitive Radar. ML-based tactile sensor calibration: A universal approach. Differential Evolution for Efficient AUV Path Planning in Time Variant Uncertain Underwater Environment. Visual Place Recognition with Probabilistic Vertex Voting. Information-theoretical label embeddings for large-scale imag …
Paper Group ANR 48

Paper Group ANR 48

May 7, 2019

A New Approach for Revising Logic Programs. Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration. Conditional Generative Moment-Matching Networks. Coarse-to-fine Surgical Instrument Detection for Cataract Surgery Monitoring. TerpreT: A Probabilistic Programming Language for Program Induction. Recurrent Mixture Density Network for Sp …
Paper Group ANR 49

Paper Group ANR 49

May 7, 2019

Adversarial Perturbations Against Deep Neural Networks for Malware Classification. Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research. Learning to SMILE(S). The Physical Systems Behind Optimization Algorithms. Extracting Formal Models from Normative Texts. Continuum directions for supervised dimension reduction. …
Paper Group ANR 5

Paper Group ANR 5

May 7, 2019

Throwing fuel on the embers: Probability or Dichotomy, Cognitive or Linguistic?. Trainlets: Dictionary Learning in High Dimensions. On the Role and the Importance of Features for Background Modeling and Foreground Detection. A corpus of preposition supersenses in English web reviews. 2D SEM images turn into 3D object models. Lifted Region-Based Bel …
Paper Group ANR 50

Paper Group ANR 50

May 7, 2019

Least Ambiguous Set-Valued Classifiers with Bounded Error Levels. An Evaluation of Information Sharing Parking Guidance Policies Using a Bayesian Approach. Challenges of Computational Processing of Code-Switching. Track Extraction with Hidden Reciprocal Chain Models. From Incremental Meaning to Semantic Unit (phrase by phrase). Improving Sparse Rep …
Paper Group ANR 51

Paper Group ANR 51

May 7, 2019

Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy. Unsupervised Ranking Model for Entity Coreference Resolution. Kernel Selection using Multiple Kernel Learning and Domain Adaptation in Reproducing Kernel Hilbert Space, for Face Recognition under Surveillance Scenario. Pursuits in Structu …
Paper Group ANR 52

Paper Group ANR 52

May 7, 2019

CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. Further properties of the forward-backward envelope with applications to difference-of-convex programming. Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. Benign-Malignant Lung Nodule Classification with Geometric and Appearance Histogram …
Paper Group ANR 53

Paper Group ANR 53

May 7, 2019

Fast Algorithms for Segmented Regression. Eye-CU: Sleep Pose Classification for Healthcare using Multimodal Multiview Data. Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler. Deep Coevolutionary Network: Embedding User and Item Features for Recommendation. Solving Visual Madlibs with Multip …
Paper Group ANR 54

Paper Group ANR 54

May 7, 2019

CNNLab: a Novel Parallel Framework for Neural Networks using GPU and FPGA-a Practical Study with Trade-off Analysis. Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. Scalable and Sustainable Deep Learning via Randomized Hashing. Semidefinite Programs for Exact Recovery of a Hidden Community. Stacking machin …
Paper Group ANR 55

Paper Group ANR 55

May 7, 2019

Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions. Generalization of metric classification algorithms for sequences classification and labelling. CNN for License Plate Motion Deblurring. Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks. PCA Method for Automated Detection of Mispronoun …
Paper Group ANR 56

Paper Group ANR 56

May 7, 2019

Ensemble Methods of Classification for Power Systems Security Assessment. Firefly Algorithm for optimization problems with non-continuous variables: A Review and Analysis. Shamela: A Large-Scale Historical Arabic Corpus. On the Complexity of Connection Games. Ordinal Constrained Binary Code Learning for Nearest Neighbor Search. Deep Attributes Driv …
Paper Group ANR 57

Paper Group ANR 57

May 7, 2019

Projected Semi-Stochastic Gradient Descent Method with Mini-Batch Scheme under Weak Strong Convexity Assumption. Accent Classification with Phonetic Vowel Representation. Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods. Crowd collectiveness measure via graph-based node clique lear …
Paper Group ANR 58

Paper Group ANR 58

May 7, 2019

Illumination-invariant image mosaic calculation based on logarithmic search. Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. Support Driven Wavelet Frame-based Image Deblurring. Searching Scenes by Abstracting Things. Character-Level Question Answering with Attention. Deep Image Set Hashing. Kernel-based methods …
Paper Group ANR 59

Paper Group ANR 59

May 7, 2019

Maximally Divergent Intervals for Anomaly Detection. Demonstrating the Feasibility of Automatic Game Balancing. Generalizing the Convolution Operator to extend CNNs to Irregular Domains. Twitter as a Source of Global Mobility Patterns for Social Good. Review of Action Recognition and Detection Methods. Learning Abstract Classes using Deep Learning. …