Institute of Computing and Cybersystems (ICC) Blog

Summer 2021 Finishing Fellowship Nominations Open

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by Debra Charlesworth, Graduate School

Applications for Summer 2021 finishing fellowships are being accepted and are due no later than 4 p.m., March 3, 2021 to the Graduate School. Please email applications to gradschool@mtu.edu.

Instructions on the application and evaluation process are found online. Students are eligible if all of the following criteria are met:

  1. Must be a PhD student
  2. Must expect to finish during the semester supported as a finishing fellow
  3. Must have submitted no more than one previous application for a finishing fellowship
  4. Must be eligible for candidacy (tuition charged at Research Mode rate) at the time of application
  5. Must not hold a final oral examination (“defense”) prior to the start of the award semester

Finishing Fellowships provide support to PhD candidates who are close to completing their degrees. These fellowships are available through the generosity of alumni and friends of the University. They are intended to recognize outstanding PhD candidates who are in need of financial support to finish their degrees and are also contributing to the attainment of goals outlined in

The Michigan Tech Plan. The Graduate School anticipates funding up to 10 fellowships with support ranging from $2,000 to full support (stipend + tuition). Students who receive full support through a Finishing Fellowship may not accept any other employment. For example, students cannot be fully supported by a Finishing Fellowship and accept support as a GTA or GRA.

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College of Computing Overview with Tim Havens Is Tues., Jan. 19, 7-8 pm

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Please join the College of Computing’s Tim Havens at a College of Computing Undergraduate Overview on Tuesday, January 19, from 7:00 to 8:00 p.m. The virtual event is presented by Michigan Tech Admissions. The focus of the event is on prospective students.

Event Details: Check out our diverse selection of majors, including Computer Network and System Administration, Computer Science, Cybersecurity, Electrical Engineering Technology, Mechatronics, Software Engineering, and our first-year computing undecided program, General Computing.

Register for the live Zoom session here.

View the University Events Calendar listing here.

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Register Now: 2021 Undergraduate Research Symposium Is Friday, March 26

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The 2021 Undergraduate Research Symposium (URS) will be held virtually on Friday, March 26, 2021. It requires that participants register for the event, provide an abstract, and create and narrate an electronic poster.

This event is open to all Michigan Tech undergraduate researchers. Students wishing to participate must register online by Friday, February 5.

The top three winners, based on judges’ reviews, will receive cash prizes for the best poster and narrated presentation combination. Winner will be announced Friday, March 26. 

For event details, student application and resource materials, and judging information, visit the URS webpage or contact Paige Hackney.

View and download photos from the 2019 Symposium on the Pavlis Honors College Flickr page. View the 2019 URS booklet that details all of the Symposium participant abstracts.

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Shane Mueller to Present Lecture Jan. 22, 3 pm

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The Department of Computer Science will present a lecture, by Dr. Shane Mueller on Friday, January 22, 2021, at 3:00 p.m.

Mueller is an associate professor in the Applied Cognitive Science and Human Factors program of the Cognitive and Learning Science department. His lecture is titled, “Explainable AI, and principles for building human-centered XAI systems.”

Mueller’s research focuses on human memory and the representational, perceptual, strategic, and decisional factors that support it. He employs applied and basic research methodologies, typically with a goal of implementing formal quantitative mathematical or computational models of cognition and behavior.

He is also the primary developer of the Psychology Experiment Building Language (PEBL), a software platform for creating psychology experiments.

Mueller has undergraduate degrees in mathematics and psychology from Drew University, and a Ph.D. in cognitive psychology from the University of Michigan. He was a senior scientist at Klein Associates Division of Applied Research Associates from 2006 to 2011. His research has been supported by NIH, DARPA, IARPA, the Air Force Research Laboratory, the Army Research Institute, the Defense Threat Reduction Agency, and others.

Lecture Title:

Explainable AI, and principles for building human-centered XAI systems

Lecture Abstract

In recent years, Explainable Artificial Intelligence (XAI) has re-emerged in response to the development of modern AI and ML systems. These systems are complex and sometimes biased, but they nevertheless make decisions that impact our lives. XAI systems are frequently algorithm-focused; starting and ending with an algorithm that implements a basic untested idea about explainability. These systems are often not tested to determine whether the algorithm helps users accomplish any goals, and so their explainability remains unproven. I will discuss some recent advances and approaches to developing XAI, and describe how many of these systems are likely to incorporate many of the lessons from past successes and failures to build explainable systems. I will then review some of the basic concepts that have been used for user-centered XAI systems over the past 40 years of research. Based on this, I will describe a set of empirically-grounded, human user-centered design principles that may guide developers to create successful explainable systems.

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1010 with … Tim Havens, Weds., Jan. 20, 5:30-5:40 pm

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You are invited to spend one-zero-one-zero—that is, ten—minutes with Dr. Timothy Havens on Wednesday, January 20, from 5:30 to 5:40 p.m. EST.

Havens is the Associate Dean for Research in the College of Computing, Director of the Institute of Computing and Cybersystems, and the William and Gloria Jackson Associate Professor of Computer Systems at Michigan Tech.

In this informal discussion, Havens will talk about undergraduate research opportunities at Michigan Tech, his research in AI and machine learning, and answer your questions about the College of Computing.

We look forward to spending 1010 minutes with you!

Did you miss the December 16, 1010 with Nathir Rawashdeh? Watch the video below.

The 1010 with … series continues on Wednesday January 27 … with more to come!

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Software Engineering Program Ranked Among the Best

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Michigan Tech’s BS in Software Engineering is in the top 10 nationwide according to College Rank. The website ranked the 35 Best Bachelor’s in Software Engineering.

Michigan Tech, which appears at number nine on the list, was one of only two Michigan colleges to make the ranking. The University of Michigan – Dearborn was ranked 15th.

“It’s great to see our program get this well-deserved recognition,” says Professor and Chair Linda Ott, Computer Science. “We consistently hear from industries that hire our graduates that our alumni are well-prepared and quickly become productive developers in their organizations.”

“Our students gain a solid theoretical framework, which provides the foundation for life-long career growth and success, as well as extensive practical, hands-on experience through class projects, internships and the Michigan Tech Enterprise program,” Ott explains.

College Rank uses a ranking methodology based on three aspects — Potential Salary After Graduation (40%), Individual Program Accreditation (30%) and Overall Affordability (30%).

“This program will help you to secure your position in a well-regarded profession,” says the College Rank website about Michigan Tech’s Software Engineering program. “You’ll be able to work with teams in your classes as well as labs and in the Senior Enterprise or Design programs. The Enterprise Program is a unique opportunity that brings together students of all majors to work on real projects with real clients in a business-like environment. You’ll receive guidance and coaching from faculty mentors throughout every step of your journey here.”

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2021 Innovation Week Is January 25 – 29

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by Husky Innovate

Innovation Week is a celebration of innovation both on and off-campus. We will host talks with alumni entrepreneurs, showcase campus innovation and interactive events. Learn about innovative research, new ventures, solutions to COVID-19 and education prototypes.

Connect with alumni, students and faculty. Drop-in for one event or several.

MTU Health Research Institute: (Monday, Jan. 25, noon – 1 p.m.)

Health research at Michigan Tech has been steadily growing for over 10 years. This growth has led to many practical uses for the technology developed. Three researchers, Megan Frost (KIP), Bruce Lee (BioMed) and Weihua Zhou (CC) will discuss their experiences with start-ups and applying their research to relevant health problems. Register here

Private Equity Investment for Innovation (Tuesday, Jan. 26, noon-1:30 p.m.)

Entrepreneurs exploring financing options for their innovation, future private equity investors, and current equity investors will find this panel discussion with Michigan Tech private equity experts invaluable. Topics include: Private investors goals and strategies The types of opportunities that investors look for Business stages and when investing is appropriate Terms involved Exit strategies for entrepreneurs Current investment trends in private investing Panelists include: John Rockwell, Karl LaPeer, Tom Nye, and Jeff Helminski. Register Here.

Advanced Power Systems Lab (Wednesday, Jan. 27, noon-1 p.m.)

Husky Innovate talk with Jeremy Worm of Michigan Tech’s Advanced Power Systems lab and his team who will share the labs’ innovative approaches to research, education, and collaboration with industry. Michigan Tech’s Advanced Power Systems Research Center (APS LABS) is focused on clean power generation and nearly all aspects of mobility with an emphasis on ground vehicle systems. APS LABS is a full-service organization conducting fundamental research, applied research & advanced engineering, product development, and validation testing. APS LABS supports commercial partners ranging from start-ups to Fortune 100 companies and serves in a lead, or sub-role on many government contracts with commercial partners. Register here

IDEAhub Innovation Hour (Wednesday, Jan. 27, 3-4 p.m.)

IDEA hub leaders will share their innovative education pilot projects and approach to address the challenges of Education in the 21st Century. Register here

Innovation and Collaboration at the Library Activity (Thursday, Jan. 28, noon-1 p.m.)

Libraries are inherently interdisciplinary spaces that can serve as a jumping-off point for active collaboration and innovation. Join librarians Jenn Sams and Erin Matas for a speed collaboration activity designed to let you meet new people, see a problem through a different lens, and inspire innovation. Learn about ways the library supports and participates in innovative activities via a Patent & Trademark Resource Center, the 3D printers, and an innovative response to Covid-19. Register Here. 

Bob Mark Business Model Pitch Competition (Thursday, Jan. 28, 5:30-7:30 p.m.)

Pitch your idea and potentially win some cash. This year, we’ll accept two-minute idea pitches (evaluated on uniqueness and potential impact) and four-minute business model pitches (evaluated on scalability and actionable business models.) Register to compete by January 25, or join us in the audience to watch the event. Register Here.

Journey as an Entrepreneur with Hajj Flemings (Friday, Jan. 29, noon-1 p.m.)

Join us for a talk with entrepreneur and author Hajj E. Flemings, Michigan Tech Mechanical Engineering (‘96) alumus. He will share his journey as an innovator and entrepreneur. Hajj has long embraced the entrepreneurial mindset and chose Michigan Tech because he enjoyed solving problems. Flemings is founder of Rebrand Cities, a brand strategy consulting company that serves clients such as Cadillac, Pfitzer, Walt Disney and the Detroit Lions, to name a few.

Flemings authored “The Brand YU Life: Re-thinking who you are through personal brand management”. In 2011 he was featured on CNN’s documentary series, “Black in America: The New Promised Land – Silicon Valley.”

During the filming of the series, he came to a deeper understanding of the meaning of “digital divide” for communities of color and dedicated himself to creating solutions. His insight led him to become founder and CEO of Brand Camp University, an educational platform that creates technology accessibility and supports job readiness for clients in underserved communities. In parallel, he led a new global civic design initiative within Rebrand City which focuses on eradicating the digital divide by getting 10,000 small businesses online. Register here.Chemistry Olympiad 2021

by Chemistry & ACS UP Local Section

UP High School Science Teachers and Parents/Guardians: We would like to invite your students and children to compete at the 2021 Chemistry Olympiad. This is all ONLINE this year.

Chemistry Olympiad 2021 will be an online chemistry competition open to all high school students from any U.P school or home school.

Participation is FREE! Sign up on the Google form by Monday, Jan. 25.

Date: March 27 (Saturday) 3 – 4:45 p.m. (EST)

All Participants:

  • Receive participation gift
  • Participation certificates upon request
  • Put into drawing for prizes

Top scorers:

  • Receive medal and prize
  • Opportunity to participate in US National Chemistry Olympiad (also online)

More information and event updates can be found here. The UP Chemistry Olympiad, is hosted by the American Chemical Society and Michigan Technological University. Please contact the coordinator, Momoko Tajiri with any questions!

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ICC Distinguished Lecture: James Bezdek, Jan 29, 3 pm

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The Institute of Computing and Cybersystems will present a Distinguished Lecture by James C. Bezdek on Friday, January 29, 2021, at 3:00 p.m. via online meeting. Dr. Bezdek will present his lecture, “Streaming Data Analysis: Old Clothes Don’t Fit.”

Bezdek is a visiting research fellow at The University of Melbourne, Australia. His interests include clustering in big data, woodworking, optimization, data visualization, cigars, fishing, anomaly detection, blues music, poker. He retired in 2007, and will be coming to a university near you soon.

Bezdek received a Ph.D. in Applied Mathematics from Cornell University in 1973. He is past president of NAFIPS (North American Fuzzy Information Processing Society), IFSA (International Fuzzy Systems Association), and the IEEE CIS (Computational Intelligence Society). He is founding editor the international journals Approximate Reasoning and IEEE Transactions on Fuzzy Systems. He is life fellow of the IEEE and IFSA; and a recipient of the IEEE 3rd Millennium award, the IEEE CIS Fuzzy Systems Pioneer award, and the IEEE Rosenblatt and Kampe de Feriet award.

Lecture Title

Streaming Data Analysis: Old Clothes Don’t Fit

Lecture Abstract

This talk concerns models and algorithms that are generally described as “streaming clustering.” Some of the semantics and methods that are used in this field are co-opted from static clustering. But often, they don’t serve their purposes for streaming data very well. A review of “state of the art” methods such as sequential k-means, Birch, CluStream, DenStream, etc. shows that methods borrowed from classical batch techniques don’t transfer well to the streaming data case. Most of these models fail to acknowledge that the data are seen but once in real streaming analysis (e.g., intrusion detection, quality control). When the data are not saved, batch clustering ideas such as pre-clustering assessment, partitioning, and cluster validity are not relevant. I do not argue that current approaches to streaming clustering are wrong: but they are described wrong. This class of algorithms comprises transitional methods for an intermediate case that lies between static and (near real time) dynamic analysis which will eventually lead to a new and useful paradigm for this type of computation. I call these methods start and stop streaming data analysis.

Five models are briefly reviewed and illustrated (albeit poorly, with small labeled data sets!). Then I will discuss four new incremental Stream Monitoring Functions and a new approach for visual assessment of streaming data. The conclusions? Useful analysis of real streaming data is in its infancy. We need to carefully define the objectives of streaming analysis, and then choose terminology and methods that suit this evolving paradigm.

Bezdek says his views on this topic are a bit controversial. You can read them here:

Bezdek, J. C. and Keller, J. M. (2021). Streaming data analysis: Clustering or Classification?, IEEE Trans. SMC, DOI: 10.1109/TSMC.2020.3035957 

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Tech Forward Campus Update Series Is Jan. 20, Jan, 27, Feb. 3

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by Office of the President

The Tech Forward leaders will provide the campus with an update on the progress of each initiative and related milestones. Each of the hour-long sessions will feature three Tech Forward initiatives, occurring weekly on Wednesdays for a period of three weeks. Below are the dates along with a link to the webinar for each of the presentations.  

Wednesday, Jan. 20 at noon (EST) 

  • Policy, Ethics, Culture 
  • Data Revolution and Sensing 
  • Health and Quality of Life 

Wednesday, Jan. 27 at noon (EST) 

  • Autonomous and Intelligent Systems
  • Advanced Materials and Manufacturing
  • Natural Resources, Water and Energy

Feb. 3, 2021 at noon (EST)  

  • 21st Century Education
  • Sustainability and Resilience
  • Diversity and Inclusion
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