I want to look an individual monthly spending the determine patters in their spendings.I will then tell them if a certain activity(financial) is good or bad.
Dear Mohale Nakana,
Look the link, maybe helpful.
http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf
https://www.journals.elsevier.com/pattern-recognition/
https://www.journals.elsevier.com/pattern-recognition-letters/
Regards, Shafagat
Dear Nakana, I kindly recommend you the following book in which you will learn different techniques for pattern recognition in time series.
https://www.otexts.org/fpp/
I also recommend you the package TimeSeriesForecasting of the tool Weka:
https://www.cs.waikato.ac.nz/~ml/weka/
Here you can access to a guided MOOC course for Weka and pattern recognition in Time Series:
https://www.futurelearn.com/courses/advanced-data-mining-with-weka
Moreover, you can download the course materials freely here:
https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/
I hope I have helped you.
Best regards,
https://pdfs.semanticscholar.org/2f5a/4b8b158117928e9eee7ac6ce7da291ec9bd2.pdf
i want to choose a topic for my masters and i'm interested in cyber security but i have no prior knowledge about it. I wanted to know a good starting point for learning cyber security and possible...
31 December 2018 3,778 0 View
Which forecasting method between Arima and Exponential smoothing performs better with few data observations?
10 November 2018 1,993 1 View
I'm currently building an LM Ann using pyrren but i get this warning sometimes /usr/local/lib/python3.6/dist-packages/pyrenn.py:722: RuntimeWarning: invalid value encountered in multiply G =...
10 November 2018 9,043 0 View
I want to create an app that allows users to query the database using natural language. I understand that i have to do some natural language processing but time is not on my side. I was wondering...
09 October 2018 9,286 3 View
I want to compare two forecasting methods using MAPE but i get errors that are above 100% for Arima, so i was wondering if this good or bad. I also want to use the DB test, but the information on...
09 October 2018 8,505 11 View
I'm currently doing a forecast for users expenditures, but i want to determine if a certain expenditure is going to happen or not before forecasting the amount. What method can i use? I was...
09 October 2018 6,253 5 View
I'm trying to compare the perfomance of ANN vs ARIMA and Holt-Winters for time series data, but i'm getting a huge error when using ANN to make predictions. I'm using Levenberg-Marquardt...
09 October 2018 1,573 4 View
What are the different forecasting methods that can be used to predict the next expenditures of customers.I have read that different forecasting methods performs best for different spending...
08 September 2018 2,726 3 View
I want to create a personal financial management app which is able to analyze the history of an individual's spending and extract patterns from this spendings. When the user want to make a...
03 April 2018 5,228 0 View
03 April 2018 305 5 View
Beginner level books. High level books. Analytical Number Theory. Algebraic Number Theory. Combinatorical Number Theory. Books about partitions. Books about primes.
03 March 2021 7,174 5 View
Any suggestion on what book to read is also welcome.
03 March 2021 1,646 4 View
Results of single-case research designs (i.e., n-of-1 trials) are often evaluated by visually inspecting the time-series graph and computing quantitative indices. A question our research team is...
03 March 2021 687 1 View
Anyone can recommend any books on such topics? Thanks in advance.
02 March 2021 8,457 2 View
I am at the beginner level in drug design and drug discovery, and I am interested to learn more about this field. Which books are highly recommended to start from and gives me all essential...
02 March 2021 8,437 2 View
Please provide Book Title and author name
02 March 2021 9,059 3 View
02 March 2021 7,082 3 View
My study consists simple corrosion inhibitors in salty brine. Right now I just fit my circuit with randles with CPE. Just wondering how the slop can given more info of the experiment. Or any...
01 March 2021 6,474 3 View
To dear Researchers, I was analyzing a series of concentration for estimation of Real-Time PCR efficiency. The concentration was 1:10. I used MS-excel to evaluate Slope. The result of slope was -8...
01 March 2021 8,683 4 View
Is there any book chapter/book, webpage or research article available to understand genome-wide gene identification?
28 February 2021 8,095 1 View