PPT-Acceleration of Frequent

Itemset Mining on FPGA Using SDAccel and Vivado HLS Vinh Dang and Kevin Skadron Department of Computer Science University of Virginia Charlottesville VA vqd8avirginiaedu and skadronvirginiaedu. Presented by . Yaron. . Gonen. Outline. Introduction. Problems definition and motivation. Previous work. The CAMLS Algorithm. Overview. Main contributions. Results. Future Work. Frequent Item-sets:. The pitcher throws. The ball speeds toward the batter. Off the bat it goes. It’s going, going, gone! A home run!. Before landing, the ball went through several changes in motion. It sped up in the pitcher’s hand, and lost speed as it traveled toward the batter. The ball stopped when it hit the bat, changed direction, sped up again, and eventually slowed down. Most examples of motion involve similar changes. In fact, rarely does any object’s motion stay the same for very long.. Itemsets. The Market-Basket Model. Association Rules. A-Priori Algorithm. Other Algorithms. Jeffrey D. Ullman. Stanford University. More . Administrivia. 2% of your grade will be for answering other students’ questions on Piazza.. CALIFORNIA . COMMUNITY COLLEGE. STUDENT COURSE SEQUENCES. Bruce Ingraham, . EdD. CAIR 2016, Los Angeles. Frequent Patterns in CCC Student Course Sequences. Outline. Introduction. Student Typologies. Lingering at community college. What Is Motion?. Motion. is when an object changes place or position. To properly describe motion, you need to use the following:. Start and end position?. Movement relative to what?. How far did it go?. Market Basket. Many-to-many relationship between different objects. The relationship is between items and baskets (transactions). Each basket contains some items (itemset) that is typically less than the total amount of items. Describe the speedometer on a car that is entering a highway, drives for 25 miles and then exits the highway.. Consider the two situations below. When a shuttle bus approaches a stop, the driver begins to apply the brakes to slow down 5.0 s before actually reaching the stop. The speed changes from 9.0 m/s to 0 m/s over time.. Jim Welch, RMN.. Mental Health Liaison Manager, 2gether.. Background:. There is little guidance on the management of this patient group and little published. . “The College of Emergency Medicine, Best Practice Guideline” (2014) Literature tells us that . Market Basket. Many-to-many relationship between different objects. The relationship is between items and baskets (transactions). Each basket contains some items (itemset) that is typically less than the total amount of items. . & Association Rules. Information Retrieval & Data Mining. Universität des Saarlandes, Saarbrücken. Winter Semester 2011/12. Chapter VII: . Frequent . Itemsets. & Association Rules. VII.1 Definitions. ASSOCIATION RULES,. APRIORI ALGORITHM,. OTHER ALGORITHMS. Market Basket Analysis and Association Rules. Market Basket Analysis studies characteristics or attributes that “go together”. Seeks to uncover associations between 2 or more attributes.. V. ector quantity: . magnitude (value) & direction. R. ate . at which an object changes its velocity. . “. How fast an object is getting faster”. If the velocity of an object is changing, it is accelerating!. What is acceleration?. If you’re traveling in a car at a constant speed of 50 mph, are you accelerating?. No, you’re not. . Acceleration is the rate of change of velocity. . Acceleration. In order for acceleration to occur, velocity MUST be . Association Rules, . Apriori. . and. Other Algorithms. Market Basket Analysis. Using the market basket analysis you can easily discover what is missing in the basket of every single customer. Then you offer the right product..