Probably, following are the interesting topics for the current genre: 

1. Mining Massive Data Sets.

2. Social network data mining.

3. Data Stream Mining.

4. Social Data Mining.

5. Semantic Data Mining

Hope you will get copious material from net.

http://www.dataminingblog.com/top-five-articles-in-data-mining/

But I do n't know you exactly to what section you are interested in data mining (text mining, image mining, ...

Hi, Ms khademi 

I need articles from a authentic conference and   authentic author from 2013 to now. article about  DM for security applications is better.

thank you.

Hi,Ashour A N Mostafa

thank you, Your article helped me almost.

Check these topics:

1. Deep Neural Nets 

2. Tensor Methods

3. Non Parametric Probabilistic Graphical Models

4. Reinforcement Learning 

also read this paper

http://cloudtribes.com/docstation/com_docstation/24/what_is_big_data__a_consensual_definition_and_a_review_of_key_research_topics.pdf