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104
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ECOOP
2004
Springer
15 years 6 months ago
Demand-Driven Type Inference with Subgoal Pruning: Trading Precision for Scalability
After two decades of effort, type inference for dynamically typed languages scales to programs of a few tens of thousands of lines of code, but no further. For larger programs, th...
S. Alexander Spoon, Olin Shivers
COLT
1999
Springer
15 years 5 months ago
On PAC Learning Using Winnow, Perceptron, and a Perceptron-like Algorithm
In this paper we analyze the PAC learning abilities of several simple iterative algorithms for learning linear threshold functions, obtaining both positive and negative results. W...
Rocco A. Servedio
116
Voted
ICML
1997
IEEE
15 years 4 months ago
A Comparative Study on Feature Selection in Text Categorization
This paper is a comparative study of feature selection methods in statistical learning of text categorization. The focus is on aggressive dimensionality reduction. Five methods we...
Yiming Yang, Jan O. Pedersen
99
Voted
WWIC
2010
Springer
278views Communications» more  WWIC 2010»
15 years 4 months ago
Anomaly-Based Intrusion Detection Algorithms for Wireless Networks
Abstract. In this paper we present and evaluate anomaly-based intrusion detection algorithms for detecting physical layer jamming attacks in wireless networks, by seeking changes i...
Alexandros G. Fragkiadakis, Vasilios A. Siris, Nik...
CNSR
2009
IEEE
164views Communications» more  CNSR 2009»
15 years 4 months ago
DibA: An Adaptive Broadcasting Scheme in Mobile Ad Hoc Networks
Broadcasting is a vital communication mechanism in Mobile Ad Hoc Networks, as it is the key element for exchanging control packets to support some services such as management and ...
Dimitrios Liarokapis, Alireza Shahrabi, Andreas Ko...