P Which Ones Are Scientific
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There are two options that underlie definitions of the scientific method. Option A involves starting from today's conditions and processes, allowing for long ages through statistical progression using simple-to-complex models in a closed system. Option B begins with an existing management model and identifies and resolves uncertainty using decision-making and problem-solving tools, processing a search through history to identify hypotheses and theories within the uncertainty.
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Popularity of Different MCDM Methods
Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS)
DATA SCIENCE METHODOLOGY FOR CYBERSECURITY PROJECTS
Cybersecurity solutions are traditionally static and signature-based. The traditional solutions
along with the use of analytic models, machine learning and big data could be improved by
automatically trigger mitigation or provide relevant awareness to control or limit consequences
of threats. This kind of intelligent solutions is covered in the context of Data Science for
Cybersecurity. Data Science provides a significant role in cybersecurity by utilising the power
of data (and big data), high-performance computing and data mining (and machine learning) to
protect users against cybercrimes. For this purpose, a successful data science project requires
an effective methodology to cover all issues and provide adequate resources. In this paper, we
are introducing popular data science methodologies and will compare them in accordance with
cybersecurity challenges. A comparison discussion has also delivered to explain methodologies’
strengths and weaknesses in case of cybersecurity projects.
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P Which Ones Are Scientific
- 1. Which Ones are scientific? A book (www.trafford.com/09-0265) by George Grebens (PhD)
- 2. Which steps underlie the scientific method? 1/2 There are dozens of ways for defining the ‘scientific method.’ But only two options that underlying these definitions. Option A: 1. Start from today’s conditions, processes, and rates 2. Through statistical progression, use the simple-to-complex (primitive-to-modern) process; (allow long ages for statistical progression) 3. Use reductionist filters – closed system, and exclude open system that are designed to introduce external participating or creative forces 4. Affirm contemporary reality (#1)
- 3. Which steps underlie the scientific method? 2/2 Option B: Begin with the existing 3D Management Model – ‘certainty’ warehousing Identify and resolve ‘uncertainty’ by using specific decision-making & problem-solving tools (DMPS) – the scientific method. This ‘uncertainty’ can be inside or outside the 3DMM. Process search through history, standards, codes and the remaining stages of the DMPS as it resolves the challenge Identify the hypothesis(alternatives) and the theory (quality guarantee) within the ‘uncertainty’ that need to be tested for certainty and quality guarantee (DMPS).