For more information about using Reporting Services as the presentation layer for data sources, see. Above, I have mentioned 3 types of data. So you algorithm should automatically detect such errors and suggest correct grammar. From a data mining perspective, it is a new challenge, if the method do not work well with Arabic and you need to modify the method to make it work for Arabic. Projects listed here are submitted by previous year final year computer science b. Do you need to set up a business? So I just want to say that it is not a good example of good research.
But usually, here are the ways to get data for a data mining project: — Find some data that have been collected by other researchers. For more information about using Reporting Services as the presentation layer for data sources, see. Finding a good topic takes time. Start: Tutorial: End Notes Out of the 24 datasets listed above, you should start by finding the one that matches your skillset. Then you just run it and you will see which attributes are more correlated to the target attribute. My field of interest includes Genetic algorithms in data mining.
One needs to add few additional feature on top of that to make more intuitive. Problem: Identify digits from an image. By using the supplied word breakers and stemmers, you can ensure that words are separated using the characters appropriate for each language, and that synonyms based on diacritics or orthographic variations such as the multiple number formats in Japanese are not overlooked. But they are still under research and there is still a huge amount of research opportunities on all these topics. Many machine learning courses use this data for teaching purposes. Then you may define the problem slightly differently than what they are doing.
It depends what you want to do. It is an interesting application, if you have ever wondered how does your smartphone know what you are doing right now. If its not, you may contact the authors of the paper directly by e-mail and ask them for their data. This is mining of the data We store this information and use it for our program. It could be used to find what occurs often in the weblog to understand the behavior.
This is just some thoughts. In data mining, the main research areas are those that you mentioned. However, I need your suggestions how to start working on them. As I said in the blog post, looking for a topic takes time. You should first learn about what is data mining and what are your interests in data mining because data mining is a very broad field. I could give you some topics, for example, what about applying neural networks to recognize music, using association rules to classify medical data, improving the memory efficiency of clustering algorithms, sequential pattern mining algorithms, etc.
I cannot help you to do this because it takes time to read papers. Therefore, if you are looking for a thesis topic, it is good to talk with your supervisor and ask for suggestions. Thanks Zakir Hello, there are a lot of possibilities. There are some people who have work on this topic before. Sir I want to use existing technique and make some modification in it and obtain better results. I have worked on the Boston housing dataset.
Sir I want to use existing technique and make some modification in it and obtain better results. Hello Professor Philippe I am Nishat Undergraduate Final Year Student. As I said in the blog post, I will not suggest any topics. I understand what you mean. You may do some regression to get that information, and it could be seen as classification. If they are ok with a simple project like that, then it is fine. But there are certainly some challenges to solve.
The Integration Services components for data mining also support saving the results of a prediction query to a relational database. Iris Data Set This is probably the most versatile, easy and resourceful dataset in pattern recognition literature. It depends on how you do it. This will give you some ideas about what is the current popular topics related to neural networks. The second problem with the above question is that choosing a topic is the work that a researcher should do or learn to do. But to do a project on social networks, you also need to have data. Genetic Algorithms to Reinforcement Learning, there are many areas of Computer Science that are trying to solve these problems from multiple perspectives.
But you know, I was not so successful in this way. So you need to know what they are doing. Is this will be good for me. Hi what it takes to be a Datascientist. In this list, we have also provided tutorials to help you get started. I mean, I could suggest you a lot of topics like that. If you think that your approach need classification + time + constraint, you could try to combine the algorithms A + B + C in a single new algorithm.
This is a classification problem. I would like to write my thesis about a specific problem on business data which can be solved by a data mining algorithm. Please give me some kind suggestion. Warning If you want to filter the data, you can do so in the data source view, but you can also create filters on the data at the level of the mining model. Such data cleansing can help identify user entry errors, corruption in transmission or storage, or mismatched data dictionary definitions. Moreover, you can make a more fundamental contribution if you work on improving data mining techniques instead of applying them.