A novel supervised machine learning algorithm for intrusion detection k Prototype+ID3
A novel supervised machine learning algorithm for intrusion detection k Prototype+ID3
... first data set, LLS DDOS 1.0, replicates a 3.5 hour attack scenario in which a trainee attacker starts a Distributed Denial of Service (DDOS) attack against a raw adversary. The second data set, ... Network Anomaly Data: Here we give brief description of each sub data set of NAD. The data set is extracted from MIT-DARPA network traffic, each data sub set contain artificial neu...
Ngày tải lên: 06/06/2014, 20:56
Báo cáo khoa học: "A Re-examination of Machine Learning Approaches for Sentence-Level MT Evaluation" ppt
... the Rouge family allow for skip n-grams (Lin and Och, 200 4a) ; Kauchak and Barzilay (2006) take para- phrasing into account; metrics such as METEOR (Banerjee and Lavie, 2005) and GTM (Melamed et al., ... Evaluation with Machine Learning A good automatic evaluation metric can be seen as a computational model that captures a human’s de- cision process in making judgments about the...
Ngày tải lên: 08/03/2014, 02:21
Báo cáo khoa học: "A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity" pdf
... 1998) and Snowball (Agichtein and Gravano, 2000), because there is no gold-standard evaluation corpus available. We have adapted the evaluation method suggested by Agichtein and Gravano, i.e., ... Validation: Ranking and Filtering Our ranking strategy has incorporated the ideas proposed by Riloff (1996), Agichtein and Gravano (2000), Yangarber (2003) and Sudo et al. (2003). We take .....
Ngày tải lên: 23/03/2014, 18:20
Báo cáo hóa học: " Research Article A Machine Learning Approach for Locating Acoustic Emission" pdf
... the apparatus. The AE data were collected with high-speed, CAMAC-based data acquisition 14 EURASIP Journal on Advances in Signal Processing [9] M. Y. Park, T. Hastie, and R. Tibshirani, “Averaged ... crucial patterns from the total AE data, as well as particular P-wave arrivals, may provide clues for distinguishing between real events and extraneous signals, thus improving the spatial accur...
Ngày tải lên: 21/06/2014, 08:20
Báo cáo hóa học: " Research Article A Supervised Classification Algorithm for Note Onset Detection" ppt
... gen- erate a beat histogram as a feature for music classification. They perform peak-picking as part of computing the beat histogram, whereas peak-picking is our primary goal here. Both Toiviainen and ... presented an algorithm that adds a supervised learn- ing step to the basic onset detection framework of signal transformation, feature enhancement, and peak picking. Our SINGLE-...
Ngày tải lên: 22/06/2014, 23:20
Báo cáo khoa học: "cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation Models" potx
... mathematics of statistical machine translation: parameter estimation. Computational Lin- guistics, 19(2):263–311. D. Chiang, K. Knight, and W. Wang. 2009. 11,001 new features for statistical machine ... rate training in statistical ma- chine translation. In Proc. of ACL, pages 160–167. K. Papineni, S. Roukos, T. Ward, and W J. Zhu. 2002. BLEU: a method for automatic evaluation of...
Ngày tải lên: 07/03/2014, 22:20
Báo cáo khoa học: "A Unified Single Scan Algorithm for Japanese Base Phrase Chunking and Dependency Parsing" pdf
... Dependency Parsing Manabu Sassano Yahoo Japan Corporation Midtown Tower, 9-7-1 Akasaka, Minato-ku, Tokyo 107-6211, Japan msassano@yahoo-corp.jp Sadao Kurohashi Graduate School of Informatics, Kyoto ... University Yoshida-honmachi, Sakyo-ku, Kyoto 606-8501, Japan kuro@i.kyoto-u.ac.jp Abstract We describe an algorithm for Japanese analysis that does both base phrase chunk- ing and dependenc...
Ngày tải lên: 17/03/2014, 02:20
Báo cáo khoa học: "Using Emoticons to reduce Dependency in Machine Learning Techniques for Sentiment Classification" pot
... Joachims, Roy Lipski, Bo Pang and John Trenkle for kindly making their data or software available, and to the anonymous reviewers for their constructive com- ments. Thanks also to Nick Jacobi for ... Meeting of the Association for Com- putational Linguistics, Barcelona, Spain. Bo Pang, Lillian Lee, and Shivakumar Vaithyanathan. 2002. Thumbs up? Sentiment Classification using Machine...
Ngày tải lên: 17/03/2014, 06:20
Báo cáo khoa học: "A Semantic-Head-Driven Generation Algorithm for Unification-Based Formalisms" potx
... eat(john, X) 'John ate' ea~: (j olin, banana) 'John ate a banana' eat(john, nice(yellow(banana))) 'John ate a nice yellow banana' The generator of Section ... naar Kern. Forts, Dordrecht, Holland. Yuji Matsumoto, Hozumi Tanaka, Hideki Hi- rakawa, Hideo Miyoshi, and Hideki Yasukawa. 1983. BUP: a bottom-up parser embedded in Prolog. New Generati...
Ngày tải lên: 17/03/2014, 20:20
Báo cáo khoa học: Biosynthesis of D-arabinose in mycobacteria – a novel bacterial pathway with implications for antimycobacterial therapy pdf
... terminal Ara6 motifs: Arafb1 fi 2Arafa1 fi 5 (A rafb1 fi 2Arafa1 fi 3)Arafa1 fi 5Arafa1. About two-thirds of the terminal b-Araf and the penultimate 2 -a- Araf serve as attachment sites for mycolic acids ... [26]. The branched arabinan chains of the arabinogalactan are attached to the linear galactan backbone. The arabinan consists of an inner linear region of Araf-(1 fi 5) -a- Araf and of branc...
Ngày tải lên: 30/03/2014, 04:20