Time Series Shapelets: A New Primitive for Data Mining
- Estimated Delivery : Up to 4 business days
- Free Shipping & Returns : On all orders over $200
Time Series Shapelets: A New Primitive for Data Mining
Abstract? Time Series Shapelets: A New Primitive for Data Mining. Classification of time series has been attracting great interest over the past decade. Recent empirical evidence has strongly suggested that the simple nearest neighbor algorithm is very difficult to beat for most time series problems. While this may be considered good news, given the simplicity of implementing the nearest neighbor algorithm, there are some negative consequences of this. First, the nearest neighbor algorithm requires storing and searching the entire dataset, resulting in a time and space complexity that limits its applicability, especially on resource-limited sensors. < Final Year Projects 2016 > Second, beyond mere classification accuracy, we often wish to gain some insight into the data. In this work we introduce a new time series primitive, time series shapelets, which addresses these limitations. Informally, shapelets are time series subsequences < Sequences > which are in some sense maximally representative of a class. As we shall show with extensive empirical evaluations in diverse domains, algorithms based on the time series shapelet primitives can be interpretable, more accurate and significantly faster than state-of-the-art classifiers.
Video
View Demo
[numbers_sections number=”1″ title=”Including =Packages=” last=”no” ]
[/numbers_sections]
[numbers_sections number=”2″ title=”Our =Specialization=” last=”no” ]
[/numbers_sections]
[numbers_sections number=”3″ title=”Support =Service=” last=”yes” ]
[/numbers_sections]
[one_third class=”” last=”no” ]
[banner width=”0″ height=”92″ url=”#” target=”no” title=”CUSTOMER SUPPORT” subtitle=”Call us +91 967-778-1155″ title_size=”16″ title_size_hover=”10″ subtitle_size=”12″ subtitle_size_hover=”17″ icon_size=”38″ icon_size_hover=”52″ background=”” background_image=”” border=”#d0cece” color_icon=”#a1a1a1″ color_title=”#000000″ color_subtitle=”#666464″ background_hover=”#464646″ border_hover=”” color_icon_hover=”#f09d0c” color_title_hover=”#d0cece” color_subtitle_hover=”#fff” type=”switch-text” icon=”phone” style=”no” ]
[/one_third]
[one_third class=”” last=”no” ]
[banner width=”0″ height=”92″ url=”http://myprojectbazaar.com/testimonial/” target=”no” title=”HAPPY CUSTOMERS” subtitle=”Read the testimonials” title_size=”16″ title_size_hover=”10″ subtitle_size=”12″ subtitle_size_hover=”17″ icon_size=”35″ icon_size_hover=”50″ background=”” background_image=”” border=”#d0cece” color_icon=”#a1a1a1″ color_title=”#000000″ color_subtitle=”#666464″ background_hover=”#464646″ border_hover=”” color_icon_hover=”#f09d0c” color_title_hover=”#d0cece” color_subtitle_hover=”#fff” type=”switch-text” icon=”comments-alt” style=”no” ]
[/one_third]
[one_third class=”” last=”yes” ]
[banner width=”0″ height=”92″ url=”http://myprojectbazaar.com/blogs/” target=”no” title=”LATEST NEWS” subtitle=”enjoy our blog” title_size=”16″ title_size_hover=”10″ subtitle_size=”12″ subtitle_size_hover=”17″ icon_size=”35″ icon_size_hover=”50″ background=”” background_image=”” border=”#d0cece” color_icon=”#a1a1a1″ color_title=”#000000″ color_subtitle=”#666464″ background_hover=”#464646″ border_hover=”” color_icon_hover=”#f09d0c” color_title_hover=”#d0cece” color_subtitle_hover=”#fff” type=”switch-text” icon=”bullhorn” style=”no” ]
[/one_third]
[space][clear]
[box_title ]Statistical Report[/box_title]
[random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/110.jpg” text=”satisfied customers” number=”3,589″ last=”no” ][random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/25.jpg” text=”Freelance projects” number=”983″ last=”no” ][random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/311.jpg” text=”sales on Site” number=”11,021″ last=”no” ][random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/41.jpg” text=”developers” number=”175+” last=”yes” ]
[space][clear]
| Domains | Datamining |
|---|---|
| Programming Language | Java |
Be the first to review “Time Series Shapelets: A New Primitive for Data Mining”
Shipping policy
At our Company, we understand the importance of timely delivery. We offer a variety of shipping options to suit your needs, including standard, expedited, and express shipping. Our dedicated team works diligently to process and dispatch your orders promptly, aiming to deliver them to your doorstep within the estimated timeframe.
We strive to provide fast and reliable shipping to our customers. Here’s everything you need to know about our shipping process:
- Dispatch: Within 24 Hours
- Free shipping across all products on a minimum purchase of $99.
- International delivery time 5 to 7 business days
- Cash on delivery might be available
- Easy 30 days returns and exchanges
Please note that delivery times are estimates and may vary depending on factors such as product availability, destination, and carrier delay
Returns policy
We want you to be completely satisfied with your purchase from our website. If for any reason you are not entirely happy with your order, we’re here to help. Certain exclusions and conditions may apply, so we encourage you to review our detailed return policy for more information. Rest assured, our goal is to ensure your complete satisfaction with every purchase you make from our website
- Returned items must be unused, undamaged, and in the same condition as received.
- Original tags, labels, and packaging must be intact and included with the returned item.
- Proof of purchase, such as your order confirmation or receipt, is required for all returns.
Reviews
There are no reviews yet.