With theincreasing worldwide network attacks, intrusion detection (ID) hasbecome a popularresearch topic inlast decade.Several artificial intelligence techniques such as neural networks and fuzzy logichave been applie...With theincreasing worldwide network attacks, intrusion detection (ID) hasbecome a popularresearch topic inlast decade.Several artificial intelligence techniques such as neural networks and fuzzy logichave been applied in ID. The results are varied. Theintrusion detection accuracy is themain focus for intrusion detection systems (IDS). Most research activities in the area aiming to improve the ID accuracy. In this paper, anartificial immune system (AIS) based network intrusion detection scheme is proposed. An optimized feature selection using Rough Set (RS) theory is defined. The complexity issue is addressed in the design of the algorithms. The scheme is tested on the widely used KDD CUP 99 dataset. The result shows that theproposed scheme outperforms other schemes in detection accuracy.展开更多
Hydroxyapatite(HAP)is a common bio-adsorbent,which performance depends heavily upon its morphology and microporous structure.In this study,a novel synthesis strategy was proposed for hierarchical porous HAP microspher...Hydroxyapatite(HAP)is a common bio-adsorbent,which performance depends heavily upon its morphology and microporous structure.In this study,a novel synthesis strategy was proposed for hierarchical porous HAP microspheres by a simple"one-pot"hydrothermal reaction.In the strategy,L-glutamic acid serves as soft template to modulate the morphology and inner crystalline of HAP.To evaluate the application potential,doping Ni^(2+) on hierarchical porous HAP microspheres gives metal chelated affinity adsorbents.The prepared adsorbents show a perfect spherical shape,particles size of 96.6μm,relatively specific surface area of 48.5 m^(2)·g^(-1) and hierarchical pores(mesopores:4 nm and macropores:53 nm).By the adsorption evaluation,it reveals that the Ni^(2+)-HAP adsorbents have high adsorption capacities of275.11 and 97.55 m^(2)·g^(-1) for hemoglobin and bovine serum albumin,respectively,which is comparable to other similar adsorbent.Therefore,this work provides a promising method for high-efficiency hydroxyapatite microspheres for proteins purification.展开更多
文摘With theincreasing worldwide network attacks, intrusion detection (ID) hasbecome a popularresearch topic inlast decade.Several artificial intelligence techniques such as neural networks and fuzzy logichave been applied in ID. The results are varied. Theintrusion detection accuracy is themain focus for intrusion detection systems (IDS). Most research activities in the area aiming to improve the ID accuracy. In this paper, anartificial immune system (AIS) based network intrusion detection scheme is proposed. An optimized feature selection using Rough Set (RS) theory is defined. The complexity issue is addressed in the design of the algorithms. The scheme is tested on the widely used KDD CUP 99 dataset. The result shows that theproposed scheme outperforms other schemes in detection accuracy.
基金funded by the National Natural Science Foundation of China(21676170)。
文摘Hydroxyapatite(HAP)is a common bio-adsorbent,which performance depends heavily upon its morphology and microporous structure.In this study,a novel synthesis strategy was proposed for hierarchical porous HAP microspheres by a simple"one-pot"hydrothermal reaction.In the strategy,L-glutamic acid serves as soft template to modulate the morphology and inner crystalline of HAP.To evaluate the application potential,doping Ni^(2+) on hierarchical porous HAP microspheres gives metal chelated affinity adsorbents.The prepared adsorbents show a perfect spherical shape,particles size of 96.6μm,relatively specific surface area of 48.5 m^(2)·g^(-1) and hierarchical pores(mesopores:4 nm and macropores:53 nm).By the adsorption evaluation,it reveals that the Ni^(2+)-HAP adsorbents have high adsorption capacities of275.11 and 97.55 m^(2)·g^(-1) for hemoglobin and bovine serum albumin,respectively,which is comparable to other similar adsorbent.Therefore,this work provides a promising method for high-efficiency hydroxyapatite microspheres for proteins purification.
