Genetic algorithm(GA) has received significant attention for the design and implementation of intrusion detection systems. In this paper, it is proposed to use variable length chromosomes(VLCs) in a GA-based network i...Genetic algorithm(GA) has received significant attention for the design and implementation of intrusion detection systems. In this paper, it is proposed to use variable length chromosomes(VLCs) in a GA-based network intrusion detection system.Fewer chromosomes with relevant features are used for rule generation. An effective fitness function is used to define the fitness of each rule. Each chromosome will have one or more rules in it. As each chromosome is a complete solution to the problem, fewer chromosomes are sufficient for effective intrusion detection. This reduces the computational time. The proposed approach is tested using Defense Advanced Research Project Agency(DARPA) 1998 data. The experimental results show that the proposed approach is efficient in network intrusion detection.展开更多
Perit on eal metastasis is the most comm on patter n of recurre nee and the most freque nt cause of death after surgery in patie nts with gastric can cer.Perit on eal free can cer cells dissem in ated from the primary...Perit on eal metastasis is the most comm on patter n of recurre nee and the most freque nt cause of death after surgery in patie nts with gastric can cer.Perit on eal free can cer cells dissem in ated from the primary lesi on site have bee n con sidered the main cause of perit on eal metastasis.Perit on eal lavage cytological exam in ati on(PLC)has bee n show n to be an in depe ndent predictor of gastric cancer relapse after curative resection and poor overall survival.However,the conventional cytological examinations have high rates of false-positive and false-negative findings.To improve the sensitivity,molecular-based methods using reverse transcriptase polymerase chain reaction have been developed for detecting cancer cells in peritoneal wash fluids of patients with gastric cancer.We performed a PubMed search for articles describing PLC in gastric can cer.Releva nt articles were reviewed and data on available outcomes elaborated.The cli nical roles and attributes of PLC in gastric can cer were reviewed,and its future applicati on to this disease is discussed.展开更多
文摘Genetic algorithm(GA) has received significant attention for the design and implementation of intrusion detection systems. In this paper, it is proposed to use variable length chromosomes(VLCs) in a GA-based network intrusion detection system.Fewer chromosomes with relevant features are used for rule generation. An effective fitness function is used to define the fitness of each rule. Each chromosome will have one or more rules in it. As each chromosome is a complete solution to the problem, fewer chromosomes are sufficient for effective intrusion detection. This reduces the computational time. The proposed approach is tested using Defense Advanced Research Project Agency(DARPA) 1998 data. The experimental results show that the proposed approach is efficient in network intrusion detection.
文摘Perit on eal metastasis is the most comm on patter n of recurre nee and the most freque nt cause of death after surgery in patie nts with gastric can cer.Perit on eal free can cer cells dissem in ated from the primary lesi on site have bee n con sidered the main cause of perit on eal metastasis.Perit on eal lavage cytological exam in ati on(PLC)has bee n show n to be an in depe ndent predictor of gastric cancer relapse after curative resection and poor overall survival.However,the conventional cytological examinations have high rates of false-positive and false-negative findings.To improve the sensitivity,molecular-based methods using reverse transcriptase polymerase chain reaction have been developed for detecting cancer cells in peritoneal wash fluids of patients with gastric cancer.We performed a PubMed search for articles describing PLC in gastric can cer.Releva nt articles were reviewed and data on available outcomes elaborated.The cli nical roles and attributes of PLC in gastric can cer were reviewed,and its future applicati on to this disease is discussed.
