-
A Concise Network-Centric Survey of IP Traceback Schemes based on Probabilistic ...
Multiple probabilistic packet marking (PPM) schemes for IP traceback have been proposed to deal with Distributed Denial of Service (DDoS) attacks by reconstructing their attack graphs and identifying the attack sources. In this ... Read More >
-
Efficient Robust Mean Value Calculation of 1D Features
A robust mean value is often a good alternative to the standard mean value when dealing with data containing many outliers. An efficient method for samples of one-dimensional features and the truncated quadratic error norm is pr ... Read More >
-
Feature Selection: A Data Perspective
Feature selection, as a data preprocessing strategy, has been proven to be effective and efficient in preparing data (especially high-dimensional data) for various data mining and machine learning problems. The objectives of fea ... Read More >
-
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees
In this work, we study the online robust principal components' analysis (RPCA) problem. In recent work, RPCA has been defined as a problem of separating a low-rank matrix (true data), $L$, and a sparse matrix (outliers), $S$, fr ... Read More >
-
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptati ...
Convolutional neural network (CNN) has achieved state-of-the-art performance in many different visual tasks. Learned from a large-scale training dataset, CNN features are much more discriminative and accurate than the hand-craft ... Read More >
-
Distributed Algorithms for Complete and Partial Information Games on Interferenc ...
We consider a Gaussian interference channel with independent direct and cross link channel gains, each of which is independent and identically distributed across time. Each transmitter-receiver user pair aims to maximize its lon ... Read More >
-
Zipf's law is a consequence of coherent language production
The task of text segmentation may be undertaken at many levels in text analysis---paragraphs, sentences, words, or even letters. Here, we focus on a relatively fine scale of segmentation, hypothesizing it to be in accord with a ... Read More >
-
Towards Decision Support in Reciprocation
People often interact repeatedly: with relatives, through file sharing, in politics, etc. Many such interactions are reciprocal: reacting to the actions of the other. In order to facilitate decisions regarding reciprocal interac ... Read More >
-
DoubleTake: Fast and Precise Error Detection via Evidence-Based Dynamic Analysis
This paper presents evidence-based dynamic analysis, an approach that enables lightweight analyses--under 5% overhead for these bugs--making it practical for the first time to perform these analyses in deployed settings. The key ... Read More >
-
Boolean Operations using Generalized Winding Numbers
The generalized winding number function measures insideness for arbitrary oriented triangle meshes. Exploiting this, I similarly generalize binary boolean operations to act on such meshes. The resulting operations for union, int ... Read More >