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In computer security, network botnets still represent a major cyber threat. Concealing techniques such as the dynamic addressing and the Domain Name Generation Algorithms (DGAs) require an improved and more effective detection process. To this extent, this data descriptor presents a collection of over 30 million manually-labelled algorithmically generated domain names decorated with a feature set ready-to-use for Machine Learning analysis. This proposed data set enables researchers to move forward the data collection, organization and pre-processing phases, eventually enabling them to focus on the analysis and the production of Machine-Learning powered solutions for network intrusion detection. To be as exhaustive as possible, 50 among the most important malware variants have been selected. Each family is available both as list of domains and as collection of features. To be more precise, the former is generated by executing the malware DGAs in a controlled environment with fixed parameters, while the latter is generated by extracting a combination of statistical and Natural Language Processing (NLP) metrics.
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In this research we aimed to investigate the correlation between the prolactin hormone level and damage to hippocampus tissue in experimental epilepsy model. In literature some authors found out that prolactin hormone level increase in epileptic seizures and can be protective in terms of hippocampal damage. 24 wistaria-hannover rat were used for experimental epilepsy model induced with pilocarpine. Prolactin hormone levels were decreased with bromocriptine. We found out that prolactin hormone increased after seizure and it was statistically significant. It was seen that, hemorrhages occurred in surface of the brains in lower prolactin level group, but we couldn't found a statistically significant histologic data for more hippocampal damage. This research can give more reliable and significant results when re-planned with larger sample groups.
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The thermal imaging during flash sintering five-component entropy-stabilized oxide ceramic (Mg0.2Ni0.2Co0.2Cu0.2Zn0.2O).
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The dataset contains animation of comparison of numerical and experimental results for pure Ga solidification under TMF impact. And animations of liquid Ga transient flow under pulsed TMF.
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• VDOs and photos of eleven demonstration activities for an introductory undergraduate chemistry safety session are in folders A-K. The first two activities are a safety video and a lab tour. All other activities are drawn from popular demonstrations and presented in the context of chemical safety. These include bursting a balloon by toluene, creating dry ice fog in fume hood, a reaction forming a carbon snake, a glycerol and potassium permanganate reaction, creating a fireproof banknote, putting out a candle by a copper coil, putting out a candle by a test tube, demonstrating a can crushed by air pressure, and making a soda geyser. • Notes for instructors (Table 1S detailed procedures and Table 2S mapping to RAMP) • A safety poster for undergraduate teaching chemical laboratory • Survey items and results (+/-/∆ and CLASS for Figure 1)
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The traffic conditions in developing nations of Asia are highly heterogeneous due to the presence of various vehicle types. The objectives of this paper are as follows. To study the road traffic capacity and delays at urban merging sections consisting of the mixed traffic stream. To analyse the interactions of vehicles both laterally and longitudinally by the inclusion of vehicle-type dependent factor. Using the data collected at a five-lane urban merging section using video recording method for the evaluation. To study the relation between macroscopic parameters (speed, flow, density, occupancy) and microscopic parameters (lateral clearance, average gap, space headway, lateral movement duration) is established by considering vehicle-type dependent factor. To analyse the effect of overtaking characteristics of different vehicle types at merge sections under mixed traffic conditions. The findings from this present research help in the operational analysis of merging locations on high-speed urban roads in Malaysia.
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These datasets involve 1) ambient air quality testing, 2) spontaneous combustion fire frequency record, 3) temperature anomalies detected by Landsat, 4) photos of mine waste heap as well as affected environment, 5) estimation of remedial cost, 6) VDO of gas emission from a crack on top of the mine waste heap, and 7) XRD analysis of coal-mine waste
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Smoke Test on 17Jul2019 natscilivecustomer (Dataset-1) Smoke Test on 17Jul2019 natscilivecustomer (Dataset-2)
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Video S1 shows the process that the liquid level in the cylinder gradually decreased between 0 and 12 h, while the thickness of the bright thin layer at the bottom increased, which is the supplementary datum of Figure 1a. Video S2 presents that the gel, supported on the filter paper, can be obtained by decanting the upper suspension.
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Griffin Walker's demo, released in 2004. It's not mastered, please be kind.
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