Network Data with a View on Society
dimension to data mining. Historically, AT&T mined data to better engineer its network, and universities and cities studied our society with on-the-ground measurements or census
Edward McFowland III
AT&T Labs Fellowship Award Winner
). The data are used to estimate the parameters of the distribution to identify the specific distribution from the family that best fits the data at hand. Nonparametric distributions mak
To understand the data, move it closer
data visualization, visualization, visualizing big data sets, Kinect, Big Bets, Big Bet, Big Data Understanding massive data sets is a continuing research challenge, and as
Big and Fast Data in the City
Florham Park, B104 false smarter cities, big data, cities, Lisa Amini Lisa Amini Lisa Amini ... of intelligence from massive amounts of sensor and other machine generated data. The Stre
Darkstar is a comprehensive network data resource and architecture that normalizes data from across AT&T networks and makes it easily accessible from one place.
CHI Scan (Computer Human Interaction Scan)
CHI Scan is a real-time, web-based tool for analyzing call data and customer information in IVR systems. An interactive interface makes it easy to locate events and access, filter, and compare data.
Lately I have been developing data stream systems (GS tool) and stream warehouse systems (DataDepot, Egil), which enable real-time monitoring and warehousing of massive data streams.
Research of interactive video indexing and retrieval, multimodal interfaces (text, image, speech, touch, visual gesture), content processing, machine learning, biometrics, data mining, and NLP.
Bistro Data Feed Management System
Bistro Data Feed Management System Theodore Johnson Vladislav Shkapenyuk Divesh Srivastava ... }@research.att.com ABSTRACT Data feed management is a critical component of many
Statistical Distortion: Consequences of Data Cleaning
Statistical Distortion: Consequences of Data Cleaning Tamraparni Dasu AT&T Labs Research 180 ... distortion as an essen- tial metric for measuring the eﬀectiveness of data cleaning
Hidden Markov models for alcoholism treatment trial data
Kenneth E. Shirley, KennethE Shirley, KennethE Shirley, KennethE Shirley, KennethE Shirley Hidden Markov models for alcoholism treatment trial data Annals of Applied Statistics 1 4 March 366-395
Semantic Data Mining of Short Utterances
Lee Begeja, Lee Begeja, Lee Begeja, Lee Begeja, Lee Begeja, Lee Begeja, Lee Begeja Semantic Data Mining of Short Utterances IEEE Transactions On Speech Audio Processing Special Issue on Data Mining of Speech Audio and Dialog September