Research Output 1973 2020

Filter
Conference contribution
2019

AcMC 2: Accelerated Markov Chain Monte Carlo for Probabilistic Models

Banerjee, S. S., Kalbarczyk, Z. T. & Iyer, R. K., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 515-528 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Markov processes
Particle accelerators
Program processors
Field programmable gate arrays (FPGA)
Application specific integrated circuits

A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection

Saboo, K. V., Varatharajah, Y., Berry, B. M., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Gross, R. E., Lega, B., Sheth, S. A., Kahana, M. J., Kucewicz, M. T., Worrell, G. A. & Iyer, R. K., May 16 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, p. 323-327 5 p. 8717057. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Learning systems
Data storage equipment
Electrodes
Set theory

Adaptive Control using Gaussian-Process with Model Reference Generative Network

Joshi, G. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 237-243 7 p. 8619431. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model reference adaptive control
Model Reference Adaptive Control
Gaussian Model
Reference Model
Gaussian Process

A dynamic risk form of entropic value at risk

Axelrod, A. & Chowdhary, G., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

AliCo: A New Efficient Representation for SAM Files

Ochoa-Alvarez, I., Li, H., Baumgarte, F., Hergenrother, C., Voges, J. & Hernaez, M., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Storer, J. A., Bilgin, A., Serra-Sagrista, J. & Marcellin, M. W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 93-102 10 p. 8712770. (Data Compression Conference Proceedings; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Compressors
Genes
Information use
Throughput
Processing

Aspect-based sentiment analysis with minimal guidance

Zhuang, H., Hanratty, T. & Han, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 253-261 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Seed
Experiments

Automatic assessment of complex assignments using topic models

Kuzi, S., Cope, W., Ferguson, D. C., Geigle, C. & Zhai, C., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Veterinary medicine
Students
learning
veterinary medicine
Learning systems

Availability attacks on computing systems through alteration of environmental control: Smart malware approach

Chung, K., Kalbarczyk, Z. T. & Iyer, R. K., Apr 16 2019, ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, p. 1-12 12 p. (ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Availability
Cyber Physical System
Malware
Industry

Biomimetic triphasic scaffolds for osteotendinous junction regeneration

Sun Han Chang, R. A., Lee, C. W., Rogers, S. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biomimetics
Tendons
Scaffolds (biology)
Regeneration
Hydrogel

Blended Shared Control with Subgoal Adjustment

Jin, Z., Pagilla, P., Maske, H. & Chowdhary, G., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2724-2729 6 p. 8616461. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Adjustment
Task Performance and Analysis
Excavators
Efficiency
Weights and Measures

Circuit synthesis using generative adversarial networks (Gans)

Guo, T., Herber, D. R. & Allison, J., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric network topology
Networks (circuits)
Unsupervised learning
Discriminators
Low pass filters

Compression of Nanopore FASTQ Files

Dufort y Álvarez, G., Seroussi, G., Smircich, P., Sotelo, J., Ochoa-Alvarez, I. & Martín, Á., Jan 1 2019, Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Proceedings. Ortuño, F., Rojas, I., Rojas, F., Valenzuela, O. & Ortuño, F. (eds.). Springer-Verlag, p. 36-47 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11465 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nanopore
Nanopores
Compressor
Compressors
Compaction

Constructing and mining heterogeneous information networks from massive text

Shang, J., Shen, J., Liu, L. & Han, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3191-3192 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Data mining

Constructing structured information networks from massive text corpora

Ren, X., Jiang, M., Shang, J. & Han, J., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 951-954 4 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining

Cooperativity and hierarchical MPC of state-constrained switched power flow systems

Pangborn, H. C. & Alleyne, A. G., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4245-4252 8 p. 8815363. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllers
Energy transfer
Aircraft
Control systems
Fluids

DeepZip: Lossless Data Compression Using Recurrent Neural Networks

Goyal, M., Tatwawadi, K., Chandak, S. & Ochoa, I., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Marcellin, M. W. & Serra-Sagrista, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 8712659. (Data Compression Conference Proceedings; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Data compression
Neural networks
Compressors
Processing

Developing a spatially-defined biomaterial model of the glioblastoma perivascular niche

Hunter, C., Ngo, M. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biocompatible Materials
Glioblastoma
Biomaterials
Tumors
Cells

Development of a biomaterial model of the decidualized endometrium

Zambuto, S. G. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biocompatible Materials
Endometrium
Biomaterials
Hydrogel
Stromal Cells

Directed Intersection Representations and the Information Content of Digraphs

Kostochka, A. V., Liu, X., Machado, R. & Milenkovic, O., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1477-1481 5 p. 8849253. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Directed number
Intersection number
Directed Acyclic Graph
Information Content
Digraph

Dissecting the influences of combinatorial microenvironments on hepatic stellate cell phenotype and behavior

Jain, I., Brougham-Cook, A., Kukla, D., Khetani, S. & Underhill, G. H., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hepatic Stellate Cells
Phenotype
Liver
Fibrosis
Mechanical Phenomena

Electroconductive oxide ceramics with graphene-encapsulated fillers

Hussainova, I., Drozdova, M., Ivanov, R., Kale, S. & Jasiuk, I. M., Jan 1 2019, Ceramic Engineering and Science Proceedings. Mechnich, P., Koch, D., Kusnezoff, M., LaSalvia, J., Salem, J., Balaya, P., Fu, Z., Bansal, N. & Ohji, T. (eds.). 2 ed. American Ceramic Society, p. 251-258 8 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graphite
Aluminum Oxide
Oxides
Graphene
Fillers

Exploiting biomaterial-modulated secretome production in artificial stem cell niches

Gilchrist, A. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Artificial Cells
Stem Cell Niche
Biocompatible Materials
Hematopoietic Stem Cells
Stem cells

Exploiting Knowledge Graph to Improve Text-based Prediction

Jiang, S., Zhai, C. & Mei, Q., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1407-1416 10 p. 8622123. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Sensors
Decision making
Semantics
Big data

Failure-adverse closed-loop statistical verification

Quindlen, J. F., Topcu, U., Chowdhary, G. & How, J. P., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testing
Closed loop systems
Railroad cars
Physical properties
Aircraft

Figure retrieval from collections of research articles

Kuzi, S. & Zhai, C., Jan 1 2019, Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Proceedings. Azzopardi, L., Stein, B., Hauff, C., Mayr, P., Hiemstra, D. & Fuhr, N. (eds.). Springer-Verlag, p. 696-710 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11437 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Figure
Retrieval
Query
Unit

Gelatin-based thiol/disulfide degradable hydrogels to encapsulate cells

Serrano, J. F., Gilchrist, A. E., García, A. J. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stem Cell Niche
Hydrogels
Gelatin
Stem cells
Sulfhydryl Compounds

GeoAttn: Localization of social media messages via attentional memory network

Li, S., Zhang, C., Lei, D., Li, J. & Han, J., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 64-72 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Metadata
Experiments

Graph-based electro-mechanical modeling of a hybrid unmanned aerial vehicle for real-time applications

Aksland, C. T., Bixel, T. W., Raymond, L. C., Rottmayer, M. A. & Alleyne, A. G., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4253-4259 7 p. 8814930. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned aerial vehicles (UAV)
Fault detection
Temperature control
Systems analysis

Help me search: Leveraging user-system collaboration for query construction to improve accuracy for difficult queries

Kuzi, S., Pampari, A., Narwekar, A. & Zhai, C. X., Jul 18 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1221-1224 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Search engines
Query
Search Engine
User Studies
Iterative Process

Hierarchical estimation for complex multi-domain dynamical systems

Tannous, P. J., Docimo, D. J., Pangborn, H. C. & Alleyne, A. G., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 909-915 7 p. 8814330. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Controllers
Graph theory
Extended Kalman filters
Electric vehicles

Hybrid direct-indirect adaptive control of nonlinear system with unmatched uncertainty

Joshi, G. & Chowdhary, G., Apr 2019, 2019 6th International Conference on Control, Decision and Information Technologies, CoDIT 2019. Institute of Electrical and Electronics Engineers Inc., p. 127-132 6 p. 8820301. (2019 6th International Conference on Control, Decision and Information Technologies, CoDIT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive Control
Nonlinear systems
Nonlinear Systems
Uncertainty
Reference Model

Integrating local context and global cohesiveness for open information extraction

Zhu, Q., Ren, X., Shang, J., Zhang, Y., El-Kishky, A. & Han, J., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 42-50 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Statistics
Experiments

Likelihood Rate Based Estimation of Nonstationary Markov Models

Maske, H. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4759-4766 8 p. 8619316. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transition Probability Matrix
Nonstationarity
Markov Model
Likelihood
Unsupervised Learning

Livedatalab: A cloud-based platform to facilitate hands-on data science education at scale

Green, A. & Zhai, C., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

instructor
Demonstrations
Education
Students
grading

Methods for Blended Shared Control of Hydraulic Excavators with Learning and Prediction

Jin, Z., Pagilla, P. R., Maske, H. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1973-1978 6 p. 8619826. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Excavators
Hydraulics
Prediction
Operator
Situational Awareness

ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection

Jha, S., Banerjee, S., Tsai, T., Hari, S. K. S., Sullivan, M. B., Kalbarczyk, Z. T., Keckler, S. W. & Iyer, R. K., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019. Institute of Electrical and Electronics Engineers Inc., p. 112-124 13 p. 8809495. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Accidents
Engines
Testing
Industry

Modeling the influence of popular trending events on user search behavior

Santu, S. K. K., Li, L., Park, D. H., Chang, Y. & Zhai, C. X., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 535-544 10 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Social sciences
Search engines

Multi-Attribute Topic Feature Construction for Social Media-based Prediction

Morales, A., Gandhi, N., Chan, M. P. S., Lohmann, S., Sanchez, T., Brady, K. A., Ungar, L., Albarracin, D. & Zhai, C., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1073-1078 6 p. 8622347. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metadata
Viruses
Semantics

Multi-Domain Integration and Correlation Engine

Dron, W., Hunter, A., Sydney, A., Pal, S., Hancock, J., Scott, L., Abdelzaher, T., Han, J., Adali, S. & Horne, B., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1074-1079 6 p. 8599706. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engines
Sensor networks
Learning systems
Sensors
Image sensors

New Divide-and-Conquer Techniques for Large-Scale Phylogenetic Estimation

Warnow, T., Jan 1 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer-Verlag, p. 3-21 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Divide and conquer
Phylogenetics
Scalability
Subset
Large Data Sets

Numerical facet range partition: Evaluation metric and methods

Liu, X., Zhai, C., Han, W. & Gungor, O., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 662-671 10 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Search engines
Navigation
Engines

Open loop position control of soft continuum arm using deep reinforcement learning

Satheeshbabu, S., Uppalapati, N. K., Chowdhary, G. & Krishnan, G., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 5133-5139 7 p. 8793653. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Position control
Large scale systems
Numerical models
Analytical models

Patient derived glioblastoma cells activate microglia in a three-dimensional gelatin hydrogel

Chen, J. W. E., Lumibao, J., Gaskins, H. R. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hydrogel
Microglia
Gelatin
Glioblastoma
Hydrogels

Pattern Discovery for Wide-Window Open Information Extraction in Biomedical Literature

Li, Q., Wang, X., Zhang, Y., Ling, F., Wu, C. H. & Han, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 420-427 8 p. 8621375. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Storage and Retrieval
PubMed
Experiments

PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature

Wang, X., Zhang, Y., Li, Q., Wu, C. H. & Han, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 540-547 8 p. 8621485. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genes
Biological Phenomena
Benchmarking
Knowledge Bases
Datasets

Place deduplication with embeddings

Yang, C., Mikolov, T., Hoang, D. H. & Han, J., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3420-3426 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Pipelines

Quantifying and visualizing the demand and supply gap from e-commerce search data using topic models

Goswami, A., Mohapatra, P. & Zhai, C., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 348-353 6 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Sales
Economics
Marketing
Innovation

Sequestration of biomolecules for controlled delivery in mineralized collagen scaffolds

Tiffany, A. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biomolecules
Scaffolds (biology)
Collagen
Bone
Bone and Bones

Set-Codes with Small Intersections and Small Discrepancies

Gabrys, R., Dau, H., Colbourn, C. J. & Milenkovic, O., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2359-2363 5 p. 8849651. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrepancy
Intersection
Transversal Design
Factorization
Labeling

Similarity modeling on heterogeneous networks via automatic path discovery

Yang, C., Liu, M., He, F., Zhang, X., Peng, J. & Han, J., Jan 1 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer-Verlag, p. 37-54 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Heterogeneous networks
Heterogeneous Networks
Reinforcement learning
Path
Computer simulation