projects
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- | ====== Proposed Projects | + | ====== Proposed Projects |
+ | \\ | ||
- | Current Projects, Fall 2013 | + | ===Data visualization in Skydive=== |
- | Current proposed | + | **Supervisor: |
- | ------------------ | + | Skydive is a prototype system designed for database visualization using a concept of the socalled |
- | \\ | + | data pyramid. The system is composed of three modules (DB - Database Module, D2I - |
- | \\ | + | Data-to-Image module, and VC - Visualizaton Client). Each is designed to use a different type |
- | =====Previous Projects, Summer 2013===== | + | of computer memory. The DB module uses disk to store and manage the raw data, and materialized |
+ | data pyramids. The D2I module works with a small subset of the aggregated dataset, | ||
+ | and stores data in main memory (RAM). The VC module uses the graphic card’s capabilities to | ||
+ | perform more advanced operations – such as zooming, scaling, panning, and rotation – over the | ||
+ | graphical representation of the data. | ||
+ | Currently the system support three presentation models implemented within the Visualization | ||
+ | Component, namely: | ||
+ | • a 2D heat-map; | ||
+ | • a 2.5 D heat-map by 3D barchart; and | ||
+ | • a 2.5 D terrain (by mesh and UV-mapping). | ||
- | ======Tracking and Activity Recognition Through Consensus in Distributed Camera Networks====== | + | The goal of the project is to implement two additional ways of data visualization as well as |
+ | extend some of existing ones, that is: | ||
- | **Supervisor**: | + | 1. Implement and test functions for data pyramid-based visualization of time series. |
- | **Required Background: ** Computer Vision or Signal and Systems Course preferred; Matlab; Interest in Signal/ | + | 2. Implement functions for visualization based on cross-product of data pyramids. |
- | **Short Description: | + | 3. Add support for specular |
+ | Background Requirements | ||
+ | • Java programming course | ||
+ | \\ | ||
+ | ===Genome-wide identification of plant micro RNAs=== | ||
- | [1] A. Mohammadi and A. Asif, Distributed Particle Filter Implementation with Intermittent/ | ||
- | [2] A. Mohammadi and A. Asif, Decentralized Sensor Selection based on the Distributed Posterior Cramer-Rao Lower Bound, in proceedings of IEEE International Conference on Information Fusion, Singapore, 2012. pp. 1668-1675. | + | **Supervisor: |
- | ====== 3D Drawing System with Leap Motion finger tracker ====== | ||
- | **Supervisor**: Wolfgang Stuerzlinger | + | The Hudak Lab in the Biology Department has an opening for a fourth-year Honours student to assist with a bioinformatics project. We study the pokeweed plant, Phytolacca americana, which displays broad-spectrum virus resistance. To evaluate pokeweed gene expression, we recently sequenced the plant’s mRNA and small RNA transcriptomes under jasmonic acid (JA) treatment. JA is a plant hormone that mediates defence against pathogens and insect herbivores. We are interested in learning how pokeweed gene expression is regulated by miRNAs during biotic stress. |
- | **Required Background**: | + | Working with the support of a PhD student, your project will involve: |
- | The Leap Motion, leapmotion.com, | + | 1) Prediction of micro RNA (miRNA) targets on the basis of complementary sequence matches |
- | ====== 3D Drawing System with 3Gear gesture tracker ====== | + | 2) Correlation of miRNA and mRNA expression changes to identify genes that are regulated by miRNAs |
- | **Supervisor**: | + | 3) Conducting pathway analysis to determine which biological processes are controlled by miRNAs |
- | **Required Background**: | + | 4) Construction of a miRNA/target interaction network to visualize predictions |
+ | This work will contribute to a scientific manuscript on miRNA-mediated gene regulation in pokeweed during response to JA. | ||
- | The 3Gear system, threegear.com, | + | Requirements: |
+ | 1) Pre-requisites as per EECS Calendar | ||
+ | 2) Facility with script-writing/ | ||
- | ====== Tilt Target Selection on Touchscreen Phones ====== | + | 3) Preference for students with knowledge of statistics and familiarity with R programming |
- | **Supervisor**: | + | 4) Able to begin in September 2015 |
- | **Required Background**: General 4080 prerequisites, | + | Learning outcomes: |
- | Touchscreen mobile devices commonly use a built-in accelerometer to sense movement or tilting actions of the device. | + | 1) Manipulate |
- | **Readings**: | + | 2) Develop and test hypotheses by modifying existing software and writing new script |
+ | 3) Manage a CentOS computer server to store and facilitate ongoing research | ||
+ | |||
+ | No knowledge of biology is required. | ||
+ | |||
+ | For more information, | ||
+ | Hudak Lab website- http:// | ||
+ | |||
+ | RNA sequencing- http:// | ||
+ | |||
+ | miRNAs- http:// | ||
+ | |||
+ | \\ | ||
+ | |||
+ | |||
+ | ===Dynamic Interface Detection and Control Project=== | ||
+ | |||
+ | **Supervisor: | ||
+ | |||
+ | |||
+ | Contrary to most industries, fine chemical manufacturing is dominated by batch production methods. Increasing economic, environmental and safety pressures are motivating a turn towards continuous synthesis. Rather than making products in one big flask, continuous synthesis involves performing chemical reactions by flowing reagents through a tube. Working in this way provides more control over the reaction parameters leading to increases in product quality, and process efficiency and safety. The flow chemistry industry for fine chemical production is a relatively new but burgeoning field with a projected market capacity of billions of dollars by 2018. | ||
+ | |||
+ | Extraction of the reaction mixture for purification and/or further processing is an important step in chemical manufacturing. This is a relatively straightforward operation in batch production, but offers several challenges for flowing processes. In order to facilitate continuous liquid extraction we require a sophisticated control system. This project involves designing, constructing and evaluating a pertinent practical problem in the field. | ||
+ | |||
+ | A key step in the process takes place in a clear tube that is mounted vertically. The tube contains two fluids with a boundary between them. During the process material flows into and out of the tube from the top and the bottom. Chemical reactions take place within this tube and It is essential that the position of the boundary be monitored as its position in the tube is used to control the flow of materials into the tube. | ||
+ | |||
+ | One way of solving this problem is to float a marker at the boundary between the two liquids and to monitor this boundary using a video camera. Although this approach solves the problem, it requires the introduction of a specific float within the tube. Can we build a system that monitors the boundary without resorting to the use of an artificial float? | ||
+ | |||
+ | Specific goals of the project include: | ||
+ | |||
+ | - Develop a computer vision system that can detect and monitor the interface between two miscible fluids of different density. | ||
+ | |||
+ | - Evaluate the performance of the system over a range of different (and typical) fluids | ||
+ | |||
+ | - Explore the use of different illuminant/ | ||
+ | |||
+ | The successful candidate(s) will have the experience of working with a diverse group of scientists and engineers toward the design and implementation of an automated liquid extraction device with applications across many industries. Upon successful prototyping, | ||
+ | |||
+ | For further information please contact, | ||
+ | |||
+ | Michael Jenkin (jenkin@cse.yorku.ca) or Michal Organ (organ@yorku.ca) | ||
+ | |||
+ | \\ | ||
+ | ====== DDoS Attack using Google-bots ====== | ||
+ | |||
+ | **Supervisor**: | ||
+ | |||
+ | **Recommended Background**: | ||
+ | |||
+ | Not long ago, botnets - networks of compromised computers - were seen as | ||
+ | the most effective (if not the only) means of conducting Distributed Denial | ||
+ | of Service (DDoS) attacks. However, with the growing popularity and prevalence | ||
+ | of application-layer over other types of DDoS attacks, the DDoS execution | ||
+ | landscape is becoming increasingly more diverse. An especially interesting | ||
+ | new trend is the execution of application-layer DDoS attacks by means of | ||
+ | skillfully manipulated Web-crawlers, | ||
+ | The goal of this project is to design, implement and test a real-world | ||
+ | framework consisting of the following: a) the attacker' | ||
+ | domain specially designed to attract Google-bots and then manipulate them | ||
+ | into generating attack traffic towards the target/ | ||
+ | victim' | ||
+ | component, the project will also look into the statistical/ | ||
+ | estimation of the framework' | ||
+ | to an actual (real-world) target/ | ||
+ | |||
+ | |||
+ | |||
+ | |||
+ | \\ | ||
====== Attentive Sensing for Better Two-Way Communication in Remote Learning Environments ====== | ====== Attentive Sensing for Better Two-Way Communication in Remote Learning Environments ====== | ||
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3. | 3. | ||
+ | ------------ | ||
- | ====== | + | \\ |
+ | ====== | ||
- | **Supervisor**: Jeff Edmonds | + | **Supervisor:** Franck van Breugel |
- | **Required Background**: General CSE408x prerequisites | + | Description: |
+ | Java PathFinder (JPF) is a tool that can detect bugs in Java code. | ||
+ | The Java library Apache log4j allows developers to control which log | ||
+ | statements are output. | ||
+ | to detect bugs in log4j by means of JPF with very limited succes. | ||
- | **Recommended Background**: | + | Recently, in collaboration with Shafiei (NASA) we have developed |
+ | an extension of JPF called jpf-nhandler. | ||
+ | is to apply this extension to log4j. | ||
- | Structural equation modeling (SEM) is a statistical technique that is becoming increasingly popular in the educational and behavioral sciences. SEM allows researchers to test the validity of hypothesized models involving complex relationships among multiple variables. Collected data is used to estimate the parameters of the equations and assessing the fit of the model. | + | [1] David A. Dickey, B. Sinem Dorter, J. Michael German, Benjamin D. Madore, Mark W. Piper, Gabriel L. Zenarosa. " |
- | The software required is an application that allows researchers to define their hypothesized models visually and will output the correct syntax for the analytical software of their choosing. | + | **Required Background: |
+ | \\ | ||
+ | ------------ | ||
+ | \\ | ||
- | To date a promising functional application has been developed in JAVA by a Computer Science student as a 4080 project. The existing software allows the user to draw a path diagram and outputs code for the R package sem. There are a number of improvements to be made (refinements and additions to graphical user interface) and then the application needs to be extended to output syntax appropriate for additional software applications (openMX, MPlus and EQS). Though this project may not begin at “the first stages” of the software lifecycle, this scenario is likely common in the software development market. In addition, the student will be working with a primary “client” who is far less technically advanced, which is also reflective of real-world situations. | ||
- | More details {{: | ||
- | ====== Enabling SaaS access to an experimental AI planner ====== | ||
- | **Supervisor**: | + | ====== Mining Software Repositories Data====== |
- | **Required Background**: Good knowledge of Unix tools / Python, Perl or Awk. Comfort with algorithms and programming. Essential: 2031 -- Software Tools. Desired: | + | **Supervisor:** Zhen Ming (Jack) Jiang (zmjiang at cse dot yorku dot ca) |
- | 3402 -- Functional & Logic Programming, | + | |
- | 3101 -- Design and Analysis of Algorithms, | + | |
- | 4302 -- Compilers and Interpreters. | + | |
- | **Description**: This project involves enriching | + | **Required Background:** Good programming skills in Java; Good analytical |
- | The components are various Unix executables and LISP programs that need to interact in complex ways. The components may be residing in different servers in different universities. Currently integration is performed manually, at the expense | + | **Short Description: |
- | Learning objectives: | + | \\ |
- | * Understand the technologies and process involved in turning native code into a web-service (" | + | ------------------ |
- | * Study a state-of-the-art AI planner and understand its workings. | + | \\ |
- | * Exercise scripting skills. | + | |
- | ====== Predicting Angular Error in Rigid Registration ====== | ||
- | **Supervisor**: | + | ======Model-based Design and Development of Embedded Systems with Code Generation Tools====== |
- | **Description**: Registration is a fundamental step in image-based surgical | + | **Supervisor:** Jia Xu |
- | navigation. Several (seemingly) different approaches for predicting | + | |
- | distance errors in registration are known, but for some surgical | + | |
- | procedures, the angular error in registration is more important. | + | |
- | This project will validate an approach for predicting angular | + | |
- | error in registration; | + | |
- | simulated and actual registration data for testing purposes. | + | |
- | ====== Calibration of a Tracked Pointer ====== | + | **Required Background: |
+ | such as Arduino. | ||
- | **Supervisor**: Burton Ma | + | **Project Description: |
- | **Description**: | + | Model-based design with code generation |
- | navigation | + | |
- | end and a sharp or ball tip on the other end. Finding the location | + | |
- | of the tip relative to the target is a calibration problem. One | + | |
- | solution to the calibration problem involves pivoting the pointer | + | |
- | about the tip while tracking the target; if the tip is kept | + | |
- | stationary, then the target moves on the surface of a sphere. | + | |
- | Fitting the tracking data to the surface of a sphere yields the | + | |
- | location of the tip as the sphere center. Unfortunately, | + | |
- | calibrated tip position obtained | + | |
- | has high variance. This project will investigate how much variance | + | |
- | there is in the calibrated tip position, and methods for reducing | + | |
- | the variance of the calibrated tip position. | + | |
+ | \\ | ||
+ | ------------------ | ||
+ | \\ | ||
- | ====== | + | ======C2000 Concerto Microcontrollers====== |
- | **Supervisor**: Uyen Trang Nguyen | + | **Supervisor:** Jia Xu |
- | + | ||
- | **Description**: | + | **Required Background:** At least a B+ in Embedded Systems (CSE3215), |
- | One of the major privacy concerns | + | strong C programming skills, solid knowledge of microcontrollers |
- | **Required prerequisite background**: | + | **Description: |
+ | two cores on a single-chip with on-chip low latency interprocessor communication between the two cores: a C28x 32-bit control core for | ||
+ | real-time control with faster/more loops and small sampling window; | ||
+ | and an ARM 32-bit Cortex-M3 host core for communications and general purpose. The selected student will evaluate the capabilities of the | ||
+ | C2000 Concerto family of microcontrollers through testing | ||
+ | that runs on C2000 Concerto Microcontrollers. | ||
- | **Desired prerequisite**: Knowledge | + | \\ |
+ | ------------------ | ||
+ | \\ | ||
+ | |||
+ | ======Real-Time Bidding Platform====== | ||
+ | |||
+ | **Supervisor:** Jia Xu | ||
+ | |||
+ | **Required Background:** At least a B+ in Operating System Fundamentals | ||
+ | (CSE3221), strong Ubuntu/ | ||
+ | |||
+ | **Description: | ||
+ | |||
+ | \\ | ||
+ | ------------------ | ||
+ | \\ | ||
+ | |||
+ | ======Circuit and Board Design for a Pulsed Ground Penetrating Radar====== | ||
+ | |||
+ | **Supervisor: | ||
+ | |||
+ | **Description: | ||
+ | |||
+ | **Required Background** A background in undergraduate-level electronics is very important. | ||
+ | |||
+ | \\ | ||
+ | ------------------ | ||
+ | \\ | ||
+ | More project proposals may be added here in the first week of the winter term. | ||
+ | \\ | ||
+ | ------------------ | ||
+ | \\ | ||
+ | \\ |
projects.txt · Last modified: 2016/01/13 20:05 by stevenc