Showing posts with label data science. Show all posts
Showing posts with label data science. Show all posts

Wednesday, April 18, 2018

The Great 2018 INFORMS Business Analytics Conference with Some Photos

The 2018 INFORMS Business Analytics Conference, which took place in Baltimore, MD, April 15-17, 2018, was fantastic! The conference brought together over 1,000 leading analytics professionals and industry experts (executives, analysts, managers, researchers, data scientists, modelers, etc.) from around the globe to exchange ideas, network, and learn about the exciting results, insights, and opportunities generated by analytics. This is one of my favorite conferences to speak at and to attend because of the interactions with industry professionals, representatives from government, and fellow academics as well as numerous students. Below are the smiling faces of the speakers!

I flew in on Southwest on Sunday and returned back last night feeling energized and with my brain swimming with new ideas and I expect new collaborations as well. What I found especially delightful was seeing many fellow operations researchers and analytics professionals. I had very pleasant exchanges with conferees from the US, Sweden, Mexico, Turkey, Colombia, Serbia, Germany, and Japan. Honestly, I can't think of another conference that provides a better return on investment in terms of what you get out of it per unit time!

My room on the top floor of the Marriott Waterfront Baltimore had a fabulous view and it was very convenient since all the sessions and social events took place an elevator ride down.
The talk that I presented was on cybercrime and cybersecurity and it can be downloaded here.

Getting selected to speak involves a competitive screening process so I was thrilled to be able to speak on some of our latest research on this topic. The previous INFORMS Analytics Conference that  I had spoken at and also thoroughly enjoyed was in Boston in 2014.

The conference began for me with the super dynamic plenary talk by Bill Schmarzo, who, coincidentally, is also an Executive Fellow at the University of San Francisco, where my most recent Isenberg School PhD student alumna, Dr. Shivani Shukla, is now an Assistant Professor, and with whom I wrote several papers on cybersecurity. I took copious notes and enjoyed hearing him say that it's insight from data that matters and that one must start with the business. He spoke on the monetization of data and the leveraging of predictive and prescriptive analytics in order to optimize. I loved his discussion of data being an "unusual currency."
In our registration packets we were provided with a lot of nice conference "swag," including a beautiful blue notebook and a very cool conference bag.
Meals were provided, including the gala Edelman dinner on Monday night (more on this later).

The plenary talk by Bruce Greenstein, the CTO at the US Department of Health and Human Services, which he told us is the largest single government department in the world, was also excellent and took place bright and early on Tuesday morning at 8AM. His presentation was on: From Data to Analytics: How to Solve Complex Health Problems.
Greenstein spoke on Secretary Azar's focus, which includes combating the opiod crisis, bringing down the high cost of prescription drugs (and here he emphasized increasing competition, which is great), and transforming the healthcare system to a value-based system. He spoke of his unique position in connecting various departments and bridging the technical divide and also emphasized the improvement of analytics at HHS through the sharing of data, bringing in experts, and chipping away at the culture. There was even an opioid-code-athon that was very successful and I especially appreciated hearing about the "prevention track," which focused on predicting and analyzing the supply and movement of legal and illicit opioids (sounds like a network flow problem to me and probably even related to the network models that I spoke of on Monday at the conference). There is even now a Co-Lab at HHS, which is an enterprise data initiative, and led by Will Yang.

I had the pleasure of listening to Greenstein's plenary while seated next to Dr. Les Servi of MITRE and Professor Tamas Terlaky of Lehigh University.
Les and I go back to Brown University days and he was on the organizing committee of the conference and we hosted him recently in our UMass Amherst INFORMS Speaker Series. Professor Terlaky led the group that was awarded the 2017 Daniel H. Wagner Prize for Excellence in Operations Research Practice, for “The Inmate Assignment and Scheduling Problem and its Application in the PA Department of Corrections." I went to his talk on this outstanding project and enjoyed it thoroughly. Both Les and Tamas are INFORMS Fellows.

Other highlights at the conference, in addition to the outstanding talks that I attended, which were 50 minutes in length so you can really learn something, and which included those by Professor Jim Cochran of the University of Alabama and Dr. Mary Helander of IBM, was seeing Dr. Michael Prokle, a former doctoral student from UMass Amherst, now a data scientist at Phillips Research in Cambridge,  and taking part in "coffee with a member." Michael was the President of the UMass Amherst INFORMS Student Chapter and I nominated him for the INFORMS Judith Liebman Award, which he received. Coincidentally, we had both been at the Boston Analytics conference, where  the weather was also cold and rainy.
I very much enjoyed meeting and having coffee with Sarah Greenwood, who is pursuing a graduate degree in analytics, and already has several years of experience working in industry. It is thrilling to see such outstanding individuals excelling in STEM!
I would also like to point out and thank WORMS (Women in Operations Research and the Management Sciences), one of my absolutely favorite fora of INFORMS! And, would you believe that years ago I found out about WORMS from my male PhD students at the Isenberg School of Management, who told me that they loved many of the conference events organized by WORMS, so I joined!
The networking reception at which the COO of Google Cloud, Diane Bryant, spoke was standing room only and incredibly interesting. She is a former VP at Intel and was one of only 6% of female VPs until she, with others, started to emphasize being a sponsor/advocate of female employees. I loved some of the takeaways:

  • If you are a good leader, you are advocating.
  • Luck is manufactured: one has to be open to new ideas - we create our own luck.
  • And, quoting Madeleine Albright: "there is a special place for women who don't help women."
  • Also, from an HBS Review article:" Women have mentors; men have sponsors."
  • Confidence is a core leadership skill. 
  • Diversity is a fact: inclusion is a choice.
The Q&A session that followed was provocative and I told her that she should write a book and I would be more than willing to help her with it.
At this session, I was joined by truly special colleagues.
And, since Michael Prokle was the President of our UMass Amherst Student Chapter when we hosted INFORMS Fellow Dr. Radhika Kulkarni, VP of SAS, I had to have the photo below taken as a memento. Also in the photo is Dr. Mary Helander of IBM, who has also spoken in our Speaker Series!
Of course, going to exhibits is also enjoyable and it was great to see my book, Competing on Supply Chain Quality, co-authored with a former doctoral student of mine, Dr. Dong "Michelle" Li, on display at the Springer booth. Many thanks to the Senior Editor, Matt Amboy, for displaying it.

And, speaking of students, INFORMS hosted a student competition, and I spoke with groups from Turkey and Colombia, who were finalists.
I have not heard, yet, who received the first prize, since I had to leave the lunch early yesterday to catch my flight.

And, on Monday evening, those at the conference had the honor and pleasure of taking part in the Edelman gala banquet and awards ceremonies, hosted by Dr. Don Kleinmuntz of  Kleinmuntz Associates and the University of Notre Dame, who was a magnificent emcee! At the 2014 Boston conference, we had the pleasure of Dr. Anne Robinson being the emcee at that Edelman gala, at which the US CDC received the Edelman Award for the eradication of polio.

The food at the dinner was delicious as was the company at our table.

And a HUGE congratulations to the winners of the 2018 Edelman prize and to all the finalists! The award went to the US Federal Communications Commission (FCC) for advancing wireless communications. The team included INFORMS Fellows: Dean Mike Trick of CMU and Professor Karla Hoffman of George Mason University! I can't help but mention that one of the coaches of the winning team was Dr. Irv Lustig of Princeton Consultants - I was his TA from the Operations Research course at Brown University when he was an undergraduate and I was a PhD student. Amazingly, two of the awards noted on Monday night have Brown University connections! Franz Edelman, after whom the Edelman Award is named, received his PhD in Applied Mathematics from Brown University (and so did I). Also, Daniel Wagner, after whom the Wagner Prize is named, received his PhD, also from Brown University, in mathematics! I enjoyed hearing my alma mater being noted twice at the gala dinner on Monday night and it is quite amazing that both Les Servi and Irv Lustig and I overlapped during part of our Brown U. days!

I would like to end this blogpost with a big thanks to the INFORMS staff for making this conference so enjoyable and rewarding.

I wish everyone safe travels back from the conference! When I landed at Bradley, my shuttle driver told me about the terrifying Southwest plane engine failure on the flight from LaGuardia to Dallas, which had an emergency landing in Philadelphia.   Thinking of those injured and the loss of life and the terror and fright  that all must have experienced.

Thursday, April 9, 2015

Great Data Science Center Launch at UMass Amherst Today with Photos

Today was a jampacked, fabulous day (although we did wake up to a blanket of snow and ice and it is April 9)!

Today was the Data Science Center launch at UMass Amherst with a terrific program, many friends in attendance, and great talks and panelists.

The venue was the 6th floor of the new Life Sciences Lab building at UMasss Amherst and there were refreshments upon our arrival.

The first one I saw was Professor Andrew McCallum of the Computer Science Department, who is the Director of the new Data Science Center (and we hosted Andre in our UMass Amherst INFORMS Speaker Series a while back).
He was a terrific master of ceremonies and the visionary and leader behind this endeavor as our Provost, Dr. Katherine Newman emphasized in her remarks. I snapped the photo of them hugging below.
I got to chat with our Vice Chancellor for Research and Engagement Dr. Mike Malone and Professor David Jensen of Computer Science, who also spoke in our series.

It was great to see my colleagues from Civil and Environmental Engineering, Professors Eleni Chritofa and Eric Gonzales, fellow transportation researchers.

Our Chancellor, Dr. Kumble Subbaswamy and Provost Dr. Katherine Newman had opening remarks as did Professor McCallum.
The keynote was given by Distinguished University Professor Jim Kurose, who is now serving in the CISE Directorate at NSF. He remarked how warm and lovely it was in DC with the cherry blossoms in bloom and then he landed in Bradley Airport and drove to Amherst through a hailstorm. He, as always, had some good jokes including his first presentation as an NSF program officer during which he did not thank the most important person (but thanked others).

I left the event for 2 hours since one of my doctoral students, Sara Saberi, was defending her doctoral dissertation proposal (she passed, so congratulations are in order) and the photo below is of her with the dissertation committee: Professor Adams Steven, Tilman Wolf, and Michael Zink.


 I then came back for the poster session with my doctoral student Shivani Shukla and got to see more colleagues from the College of Engineering and the Isenberg School as well as meeting a professor from Smith College and talking with more Comp Sci professors. Another highpoint was seeing Chris Hill of MIT who came up to me to reminisce about when we were at the U. of Illinois' Supercomputing Center one summer for several weeks - this was very special and I have fond memories of (massively) parallel computing, which I loved to do! Once a programmer, always a programmer!

As Professor Kurose said in his remarks, Congratulations to the Data Science Center,, and on a great launch event.

Tuesday, April 7, 2015

Launch of Data Science Center at UMass

This is quite the exciting week with not only one of my doctoral students (Sara Saberi) defending her dissertation proposal on Thursday but also the launch of the new Data Science Center at UMass Amherst. The program looks terrific and I will be there before the proposal defense and shortly thereafter for the poster session, where we will be presenting our latest research on cyber crime and cybersecurity, done with another doctoral student of mine, Shivani Shukla, who also prepared the poster below.


The program is as follows:


Center for Data Science Launch Symposium


Thursday, April 9th 2015

Life Sciences Laboratories, 6th floor
240 Thatcher Road Amherst, MA, 01003
The event will bring together leaders in academia, industry and government.

Expected Agenda


9:00am
Light breakfast and social networking
10:00am
Welcome by Chancellor, Provost and other dignitaries
10:10am
Andrew McCallum, Professor & Director of Center for Data Science, UMass
Overview of day's agenda and the Center for Data Science
10:20am
Pat Larkin, Director, Innovation Institute at Mass Tech Collaborative
Data Science and the Massachusetts economy
10:30am
Jim Kurose, head of Computer & Information Science and Engineering, NSF
Keynote presentation
11:00am
Examples of our Research and Interaction with Industry
Industry and Academic spotlights
Information Economy
  • Steve Vinter, Site Director & Engineering Director, Google Cambridge
  • Andrew McCallum, Professor, UMass CS (information integration)
  • Misha Davidson, Director of Engineering, HP Vertica
  • Yanlei Diao, Associate Professor, UMass CS (big and fast data analytics)
Energy and Sustainability
  • Brian Beauregard, Electric Division Head, Holyoke Gas & Electric
  • Prashant Shenoy, Professor, UMass CS (distributed systems)
  • Scott Schwenk, North Atlantic LCC Coordinator, U.S. Fish & Wildlife Service
  • Dan Sheldon, Assistant Professor, UMass CS (computational ecology)
Business and Analysis
  • Gareth Ross, SVP Data, MassMutual
  • David Jensen, Professor, UMass CS (causality)
  • Andrew Merlino, Founder & CEO, Pixel Forensics
  • Erik Learned-Miller, Associate Professor, UMass CS (computer vision)
Health and Medicine
  • Deb Bulger, Executive Director of Strategic Programs, McKesson
  • Benjamin Marlin, Assistant Professor, UMass CS (machine learning)
  • Joel Vengco, CIO, BayState Health
  • Deepak Ganesan, Associate Professor, UMass CS (wearable sensors)
12:00pm
Lunch
and TV, radio and print press interviews
1:30pm
Industry and Government panel
statements and discussion
  • Brian Ulicny, Director of Data Science, Thomson Reuters
  • Rohit Prasad, Director of Research, Echo & Speech, Amazon
  • Eric Brown, Director of Watson TechnologiesIBM
  • Alex Cosmas, Chief Scientist, Booz Allen Hamilton
  • Raj Subbu, Analytics Leader, Pratt & Whitney
  • C.A. Webb, Executive Director, NE Venture Capital Association
  • Mark Corner, CTO, Fiksu
  • Jennifer Chayes, Distinguished Scientist and Managing Director, Microsoft Research New England and New York City
  • Steve Strassmann, CTO, Commonwealth of Massachusetts
2:30pm
Education panel
statements and discussion
Using Data Science to improve education & Data Science Education
  • Beverly Woolf, Professor and White House Presidential Innovation Fellow, UMass CS
  • Rick Adrion, Professor, Director or ECEP,  UMass CS
  • James Allan, Professor & future Chair, UMass CS 
  • Ben Marlin, Assistant Professor, UMass CS
  • Kathy McKeown, Director, Data Science Institute, Columbia Univ.
3:20pm
Provost Katherine Newman & Andrew McCallum.  Closing remarks
3:30pm
Poster session and open discussion
Browse posters describing Data Science research by faculty from across UMass, Mt. Holyoke, Smith, Amherst and Hampshire Colleges, as well as industry representatives.
4:30pm
End of formal event.  Open discussion continues.