Lyle Ungar
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American computer scientist
Lyle Ungar's AcademicInfluence.com Rankings
Lyle Ungarcomputer-science Degrees
Computer Science
#4063
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#4274
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#1410
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Data Mining
#56
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#56
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#14
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Machine Learning
#688
World Rank
#698
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#84
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Artificial Intelligence
#887
World Rank
#904
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#184
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Computer Science
Lyle Ungar's Degrees
- PhD Computer and Information Science Stanford University
Why Is Lyle Ungar Influential?
(Suggest an Edit or Addition)According to Wikipedia, Lyle H. Ungar is a machine learning researcher and professor of Computer and Information Science at the University of Pennsylvania. He is also affiliated with the psychology department at the university.
Lyle Ungar's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Methods and metrics for cold-start recommendations (2002) (1856)
- Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013) (1461)
- Efficient clustering of high-dimensional data sets with application to reference matching (2000) (1200)
- Clustering Methods for Collaborative Filtering (1998) (812)
- A hybrid neural network‐first principles approach to process modeling (1992) (703)
- Time Series (2009) (683)
- Automatic personality assessment through social media language. (2015) (555)
- Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments (2001) (534)
- Iterative Combinatorial Auctions: Theory and Practice (2000) (453)
- Psychological Language on Twitter Predicts County-Level Heart Disease Mortality (2015) (417)
- Twitter as a Tool for Health Research: A Systematic Review (2017) (394)
- Detecting depression and mental illness on social media: an integrative review (2017) (392)
- Iterative combinatorial auctions: achieving economic and computational efficiency (2001) (362)
- Facebook language predicts depression in medical records (2018) (354)
- Statistical Relational Learning for Link Prediction (2003) (306)
- Active learning for logistic regression: an evaluation (2007) (305)
- Using radial basis functions to approximate a function and its error bounds (1992) (278)
- Multi-View Learning of Word Embeddings via CCA (2011) (261)
- Characterizing Geographic Variation in Well-Being Using Tweets (2013) (243)
- EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks (2017) (239)
- Beyond Binary Labels: Political Ideology Prediction of Twitter Users (2017) (230)
- Developing Age and Gender Predictive Lexica over Social Media (2014) (219)
- Integrated Annotation for Biomedical Information Extraction (2004) (217)
- Direct and indirect model based control using artificial neural networks (1991) (213)
- Psychological Strategies for Winning a Geopolitical Forecasting Tournament (2014) (205)
- Towards Assessing Changes in Degree of Depression through Facebook (2014) (203)
- Analyzing Personality through Social Media Profile Picture Choice (2016) (193)
- Dementia induces correlated reductions in white matter integrity and cortical thickness: A multivariate neuroimaging study with sparse canonical correlation analysis (2010) (183)
- Prediction intervals for neural networks via nonlinear regression (1998) (182)
- Yelp Reviews Of Hospital Care Can Supplement And Inform Traditional Surveys Of The Patient Experience Of Care. (2016) (176)
- Identifying potential adverse effects using the web: A new approach to medical hypothesis generation (2011) (174)
- A Generalized Linear Model for Principal Component Analysis of Binary Data (2003) (173)
- Gaining insights from social media language: Methodologies and challenges. (2016) (152)
- Identifying and Cultivating Superforecasters as a Method of Improving Probabilistic Predictions (2015) (150)
- Modelling Valence and Arousal in Facebook posts (2016) (144)
- A NEURAL NETWORK ARCHITECTURE THAT COMPUTES ITS OWN RELIABILITY (1992) (142)
- Neural network forecasting of short, noisy time series (1992) (138)
- The role of personality, age, and gender in tweeting about mental illness (2015) (137)
- A comparison of two nonparametric estimation schemes: MARS and neural networks (1993) (135)
- Data-Driven Content Analysis of Social Media (2015) (135)
- The psychology of intelligence analysis: drivers of prediction accuracy in world politics. (2015) (135)
- Streamwise Feature Selection (2006) (127)
- Adaptive networks for fault diagnosis and process control (1990) (126)
- Significance of conductances in Hodgkin-Huxley models. (1993) (124)
- Predicting Individual Well-Being Through the Language of Social Media (2016) (121)
- Faster Ridge Regression via the Subsampled Randomized Hadamard Transform (2013) (120)
- Clustering and identifying temporal trends in document databases (2000) (110)
- Preventing Strategic Manipulation in Iterative Auctions: Proxy Agents and Price-Adjustment (2000) (109)
- Women are Warmer but No Less Assertive than Men: Gender and Language on Facebook (2016) (107)
- Combining multiple probability predictions using a simple logit model (2014) (105)
- Online discussion of drug side effects and discontinuation among breast cancer survivors (2013) (104)
- An auction-based method for decentralized train scheduling (2001) (103)
- Prediction of HIV-1 virus-host protein interactions using virus and host sequence motifs (2009) (98)
- Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods (2019) (98)
- DLATK: Differential Language Analysis ToolKit (2017) (97)
- Chloroplast transit peptide prediction: a peek inside the black box. (2001) (95)
- Web-scale named entity recognition (2008) (93)
- An Empirical Study of the Behavior of Active Learning for Word Sense Disambiguation (2006) (92)
- Twitter as a Potential Data Source for Cardiovascular Disease Research. (2016) (92)
- MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine (2016) (90)
- Cellular interface morphologies in directional solidification. The one-sided model (1984) (89)
- Two Reasons to Make Aggregated Probability Forecasts More Extreme (2014) (89)
- The Good Judgment Project: A Large Scale Test of Different Methods of Combining Expert Predictions (2012) (86)
- Streaming feature selection using alpha-investing (2005) (83)
- Distilling the Wisdom of Crowds: Prediction Markets vs. Prediction Polls (2017) (82)
- A Formal Statistical Approach to Collaborative Filtering (1998) (80)
- Eigenwords: spectral word embeddings (2015) (80)
- Discovery of significant emerging trends (2010) (80)
- The Online Social Self (2014) (80)
- Understanding and Measuring Psychological Stress using Social Media (2018) (78)
- DASHR: database of small human noncoding RNAs (2015) (77)
- Using machine learning to predict radiation pneumonitis in patients with stage I non-small cell lung cancer treated with stereotactic body radiation therapy (2016) (76)
- Neural Networks and Related Methods for Classification - Discussion (1994) (75)
- Structural Logistic Regression for Link Analysis (2003) (75)
- Spectral Learning of Latent-Variable PCFGs (2012) (75)
- Generative Models for Cold-Start Recommendations (2001) (74)
- Tracking Mental Health and Symptom Mentions on Twitter During COVID-19 (2020) (74)
- Multicollinearity: A tale of two nonparametric regressions (1994) (73)
- Extracting Product Comparisons from Discussion Boards (2007) (73)
- Statistical relational learning for document mining (2003) (72)
- Experiments with Spectral Learning of Latent-Variable PCFGs (2013) (72)
- Automatic Labeling of Document Clusters (2000) (68)
- A bioreactor benchmark for adaptive network-based process control (1990) (66)
- Evaluating the predictability of medical conditions from social media posts (2019) (66)
- Linking social media and medical record data: a study of adults presenting to an academic, urban emergency department (2015) (66)
- Two Step CCA: A new spectral method for estimating vector models of words (2012) (66)
- Accounting for Cognitive Costs in On-Line Auction Design (1998) (65)
- New Subsampling Algorithms for Fast Least Squares Regression (2013) (65)
- Using prior knowledge to improve genetic network reconstruction from microarray data (2004) (65)
- An Ascending-Price Generalized Vickrey Auction (2002) (63)
- Static and dynamic analysis of the Internet's susceptibility to faults and attacks (2003) (63)
- Toward Personality Insights from Language Exploration in Social Media (2013) (62)
- Modeling Empathy and Distress in Reaction to News Stories (2018) (61)
- Model‐based approach to automated hazard identification of chemical plants (1995) (58)
- The emotional and mental health impact of the murder of George Floyd on the US population (2021) (58)
- From "Sooo excited!!!" to "So proud": using language to study development. (2014) (58)
- The power of neuroimaging biomarkers for screening frontotemporal dementia (2014) (56)
- Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining (2006) (55)
- The dependence of the shape and stability of captive rotating drops on multiple parameters (1982) (54)
- Living in the Past, Present, and Future: Measuring Temporal Orientation With Language. (2017) (54)
- Regularized Learning with Networks of Features (2008) (53)
- Bots and Misinformation Spread on Social Media: Implications for COVID-19 (2021) (53)
- Expert-augmented machine learning (2019) (53)
- What Twitter Profile and Posted Images Reveal About Depression and Anxiety (2019) (53)
- Studying expressions of loneliness in individuals using twitter: an observational study (2019) (52)
- Studying the Dark Triad of Personality through Twitter Behavior (2016) (52)
- Building more accurate decision trees with the additive tree (2019) (52)
- An Empirical Exploration of Moral Foundations Theory in Partisan News Sources (2016) (52)
- Inclusion of Unstructured Clinical Text Improves Early Prediction of Death or Prolonged ICU Stay* (2018) (51)
- Iterative Combinatorial Auctions with Bidder-Determined Combinations (2005) (51)
- Cellular interface morphologies in directional solidification. II - The effect of grain boundaries (1984) (50)
- Exploring Stylistic Variation with Age and Income on Twitter (2016) (50)
- Using Twitter to Measure Public Discussion of Diseases: A Case Study (2015) (49)
- Public Priorities and Concerns Regarding COVID-19 in an Online Discussion Forum: Longitudinal Topic Modeling (2020) (49)
- Studying Personality through the Content of Posted and Liked Images on Twitter (2017) (48)
- User-Level Race and Ethnicity Predictors from Twitter Text (2018) (48)
- SVD-NET: an algorithm that automatically selects network structure (1994) (48)
- Pairwise Learning of Multilabel Classifications with Perceptrons (2007) (47)
- Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task (2015) (47)
- Future-oriented tweets predict lower county-level HIV prevalence in the United States. (2015) (46)
- Cluster-based concept invention for statistical relational learning (2004) (46)
- Analyzing Biases in Human Perception of User Age and Gender from Text (2016) (45)
- Language of ADHD in Adults on Social Media (2019) (45)
- Can Twitter be used to predict county excessive alcohol consumption rates? (2018) (44)
- Active Learning for Vision-Based Robot Grasping (2005) (44)
- Enhanced estimations of post‐stroke aphasia severity using stacked multimodal predictions (2017) (44)
- Megastudies improve the impact of applied behavioural science (2021) (44)
- Twitter Sentiment Predicts Affordable Care Act Marketplace Enrollment (2015) (44)
- ChatEval: A Tool for Chatbot Evaluation (2019) (43)
- Modeling Probability Forecasts via Information Diversity (2014) (43)
- A risk comparison of ordinary least squares vs ridge regression (2011) (42)
- Natural Supplements for H1N1 Influenza: Retrospective Observational Infodemiology Study of Information and Search Activity on the Internet (2011) (41)
- Characterizing the emergence of two nanotechnology topics using a contemporaneous global micro-model of science (2014) (41)
- Towards Structural Logistic Regression: Combining Relational and Statistical Learning (2002) (40)
- Continual Learning for Sentence Representations Using Conceptors (2019) (39)
- A first principles approach to automated troubleshooting of chemical plants (1990) (38)
- Classification of individual articles from all of science by research level (2014) (38)
- Latent human traits in the language of social media: An open-vocabulary approach (2017) (38)
- Facebook versus Twitter: Differences in Self-Disclosure and Trait Prediction (2018) (37)
- Spectral Dependency Parsing with Latent Variables (2012) (35)
- Extracting Human Temporal Orientation from Facebook Language (2015) (34)
- Estimating Monotonic Functions and Their Bounds (1999) (34)
- Discovering User Attribute Stylistic Differences via Paraphrasing (2016) (34)
- Spectral learning of latent-variable PCFGs: algorithms and sample complexity (2014) (34)
- Pricing interprocess streams using slack auctions (2000) (34)
- Confidence Calibration in a Multiyear Geopolitical Forecasting Competition (2017) (33)
- Maximum entropy methods for biological sequence modeling (2001) (32)
- CROC: A New Evaluation Criterion for Recommender Systems (2005) (32)
- The Mechanics of Human Achievement. (2015) (32)
- Diachronic degradation of language models: Insights from social media (2018) (32)
- MetaProm: a neural network based meta-predictor for alternative human promoter prediction (2007) (31)
- Finding cohesive clusters for analyzing knowledge communities (2007) (31)
- A system for de-identifying medical message board text (2010) (31)
- Variations in Facebook Posting Patterns Across Validated Patient Health Conditions: A Prospective Cohort Study (2017) (30)
- Lessons Learned About Public Health from Online Crowd Surveillance (2013) (30)
- Cross-platform and cross-interaction study of user personality based on images on Twitter and Flickr (2018) (29)
- To Retweet or Not to Retweet: Understanding What Features of Cardiovascular Tweets Influence Their Retransmission (2018) (29)
- Active learning for logistic regression (2005) (28)
- CoRAL: predicting non-coding RNAs from small RNA-sequencing data (2013) (27)
- PROCESS MODELING AND CONTROL USING NEURAL NETWORKS (1996) (27)
- Probability aggregation in time-series: Dynamic hierarchical modeling of sparse expert beliefs (2014) (27)
- A Risk Ratio Comparison of $l_0$ and $l_1$ Penalized Regression (2015) (26)
- Opioid Discussion in the Twittersphere (2018) (26)
- Conceptor Debiasing of Word Representations Evaluated on WEAT (2019) (26)
- Enabling Deep Learning of Emotion With First-Person Seed Expressions (2018) (26)
- Finite element methods for unsteady solidification problems arising in prediction of morphological structure (1988) (25)
- Choosing the Right Words: Characterizing and Reducing Error of the Word Count Approach (2013) (25)
- Variability in Language used on Social Media prior to Hospital Visits (2020) (25)
- String Edit Analysis for Merging Databases (2000) (25)
- A 680,000-person megastudy of nudges to encourage vaccination in pharmacies (2022) (25)
- Closed and Open Vocabulary Approaches to Text Analysis: A Review, Quantitative Comparison, and Recommendations (2020) (25)
- An Approach to Web-Scale Named-Entity Disambiguation (2009) (25)
- Recognizing Counterfactual Thinking in Social Media Texts (2017) (25)
- Real Men Don’t Say “Cute” (2016) (24)
- Studying Cultural Differences in Emoji Usage across the East and the West (2019) (24)
- Using policy gradient reinforcement learning on autonomous robot controllers (2003) (24)
- The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions (2018) (24)
- Spectral dimensionality reduction for HMMs (2012) (24)
- Expert multivariable control (1988) (23)
- A joint deep learning model enables simultaneous batch effect correction, denoising, and clustering in single-cell transcriptomics (2020) (23)
- Characterizing Tweet Volume and Content About Common Health Conditions Across Pennsylvania: Retrospective Analysis (2018) (23)
- Construct validity of five sentiment analysis methods in the text of encounter notes of patients with critical illness (2018) (23)
- Patterns of sequence conservation in presynaptic neural genes (2006) (23)
- Mixtures of Conditional Maximum Entropy Models (2003) (22)
- Active learning for vision-based robot grasping (1996) (22)
- Innovating knowledge communities (2010) (22)
- Twitter as a Tool for Health Research: A Systematic Review. (2017) (21)
- [Neural Networks in Applied Statistics]: Discussion (1996) (21)
- Streaming Feature Selection using IIC (2005) (21)
- (Un)happiness and voting in U.S. presidential elections. (2020) (21)
- Application of the boundary element method to dense dispersions (1988) (21)
- Distilling the Wisdom of Crowds: Prediction Markets versus Prediction Polls (2017) (21)
- Domain Aware Neural Dialog System (2017) (20)
- Unsupervised Post-processing of Word Vectors via Conceptor Negation (2018) (20)
- Using text mining to analyze user forums (2008) (20)
- KDD-2006 : proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 20-23, 2006, Philadelphia, PA, USA (2006) (20)
- Public Priorities and Concerns Regarding COVID-19 in an Online Discussion Forum: Longitudinal Topic Modeling. (2020) (20)
- Automatic generation of qualitative models of chemical process units (1991) (19)
- Nonlinear internal model control and model predictive control using neural networks (1990) (19)
- Proper Proxy Scoring Rules (2017) (19)
- Analyzing knowledge communities using foreground and background clusters (2010) (19)
- Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study (2021) (19)
- Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering (2017) (19)
- A theoretical study of two-phase flow through a narrow gap with a moving contact line: viscous fingering in a Hele-Shaw cell (1990) (18)
- Closed- and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations. (2021) (18)
- Learning Word Ratings for Empathy and Distress from Document-Level User Responses (2019) (18)
- AUCTION-DRIVEN COORDINATION FOR PLANTWIDE OPTIMIZATION (1998) (18)
- Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions (2017) (18)
- Recognizing Pathogenic Empathy in Social Media (2017) (18)
- A non-parametric Monte Carlo technique for controller verification (1997) (18)
- Semantic Word Clusters Using Signed Spectral Clustering (2017) (17)
- Action Tweets Linked to Reduced County-Level HIV Prevalence in the United States: Online Messages and Structural Determinants (2016) (17)
- Verification of controllers in the presence of uncertainty : Application to styrene polymerization (1996) (17)
- Online Ratings of the Patient Experience: Emergency Departments Versus Urgent Care Centers. (2019) (17)
- Small Steps to Accuracy: Incremental Belief Updaters Are Better Forecasters (2020) (17)
- Active Exploration and Learning in real-Valued Spaces using Multi-Armed Bandit Allocation Indices (1995) (17)
- The CL-Aff Happiness Shared Task: Results and Key Insights (2019) (17)
- Minimum Description Length Penalization for Group and Multi-Task Sparse Learning (2011) (16)
- The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations (2019) (16)
- Dynamic process monitoring and fault diagnosis with qualitative models (1995) (16)
- The Language of Religious Affiliation (2018) (16)
- Automatic term list generation for entity tagging (2006) (16)
- Cultural Differences in Tweeting about Drinking Across the US (2020) (16)
- Quantifying causality in data science with quasi-experiments (2021) (16)
- Characterizing the generalization performance of model selection strategies (1997) (16)
- Transfer Learning, Feature Selection and Word Sense Disambiguation (2009) (16)
- Exploring (Dis-)Similarities in Emoji-Emotion Association on Twitter and Weibo (2019) (15)
- Localizing Search in Reinforcement Learning (2000) (15)
- Expert multivariable control. 1. Structure and design methodology (1990) (15)
- Estimating Prediction Intervals for Arti cial Neural Networks (15)
- Host sequence motifs shared by HIV predict response to antiretroviral therapy (2009) (14)
- Subject-specific functional parcellation via Prior Based Eigenanatomy (2014) (14)
- Deriving Monotonic Function Envelopes from Observations (2003) (14)
- The CRASSS plug-in for integrating annotation data with hierarchical clustering results (2004) (14)
- Facebook versus Twitter: Cross-Platform Differences in Self-Disclosure and Trait Prediction (2018) (14)
- Using machine learning and high-throughput RNA sequencing to classify the precursors of small non-coding RNAs. (2014) (14)
- Learning and Adaption in Multi-Agent Systems (2006) (13)
- The impact of actively open-minded thinking on social media communication (2018) (13)
- Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments (2020) (13)
- Generalized SHAP: Generating multiple types of explanations in machine learning (2020) (13)
- Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models (2020) (13)
- Sequence Alignment Reveals Possible MAPK Docking Motifs on HIV Proteins (2010) (13)
- Unsupervised Morphology Learning with Statistical Paradigms (2018) (13)
- Item Response Theory for Efficient Human Evaluation of Chatbots (2020) (13)
- Patient narratives in Yelp reviews offer insight into opioid experiences and the challenges of pain management. (2018) (13)
- Positioning knowledge: schools of thought and new knowledge creation (2010) (12)
- Localizing Policy Gradient Estimates to Action Transitions (2000) (12)
- Studying Politeness across Cultures using English Twitter and Mandarin Weibo (2020) (12)
- PennAspect: A Two-Way Aspect Model Implementation (2001) (12)
- Partial Information Framework: Model-Based Aggregation of Estimates from Diverse Information Sources (2015) (12)
- Context Sensitive Modeling of Cancer Drug Sensitivity (2015) (12)
- Inventing theoretical terms in inductive learning (1989) (11)
- The language of character strengths: Predicting morally valued traits on social media (2019) (11)
- A model of market power and efficiency in private electronic exchanges (2008) (11)
- Enterprise to Computer: Star Trek chatbot (2017) (11)
- Automatic rebuilding of qualitative models for diagnosis (1992) (11)
- Limitations of Threshold-Based Brain Oxygen Monitoring for Seizure Detection (2011) (11)
- The relationship between text message sentiment and self-reported depression. (2021) (11)
- Salvage HDR Brachytherapy: Multiple Hypothesis Testing Versus Machine Learning Analysis. (2018) (11)
- COMPARATIVE ANALYSIS OF QUALITATIVE MODELS WHEN THE MODEL CHANGES (1991) (11)
- Digital recovery networks: Characterizing user participation, engagement, and outcomes of a novel recovery social network smartphone application. (2020) (11)
- Real Men Don’t Say ‘‘Cute’’: Using Automatic Language Analysis to Isolate Inaccurate Aspects of Stereotypes (2016) (11)
- Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica (2021) (10)
- The rural-urban stress divide: Obtaining geographical insights through Twitter (2020) (10)
- Stability of neural net based model predictive control (1994) (10)
- A report of the CL-Aff OffMyChest Shared Task: Modeling Supportiveness and Disclosure (2020) (10)
- More Evidence that Twitter Language Predicts Heart Disease: A Response and Replication (2018) (10)
- Control of nonlinear processes using qualitative reasoning (1994) (10)
- Crowdsourcing for NLP (2015) (10)
- Fast Network Simulation Through Approximation or: How Blind Men Can Describe Elephants (2018) (10)
- A New Approach to Lexical Disambiguation of Arabic Text (2010) (10)
- Information markets for product attributes: A game theoretic, dual pricing mechanism (2010) (10)
- Does ‘well-being’ translate on Twitter? (2016) (9)
- Machine Learning and Surgical Outcomes Prediction: A Systematic Review. (2021) (9)
- A proposal for learning by ontological leaps (2002) (9)
- Shopbots and Pricebots in Electronic Service Markets (2002) (9)
- Pricing price information in e-commerce (2001) (9)
- Using CCA to improve CCA: A new spectral method for estimating vector models of words (2012) (9)
- Medpie: an Information Extraction Package for Medical Message Board Posts (2012) (9)
- A molecular dynamics investigation of solute trapping during rapid solidification of silicon (1990) (9)
- (Not) hearing happiness: Predicting fluctuations in happy mood from acoustic cues using machine learning. (2020) (9)
- Process Modeling using Structured Neural Networks (1992) (8)
- Combining and Extremizing Real-Valued Forecasts (2015) (8)
- The 2013 US Government Shutdown (#Shutdown) and health: an emerging role for social media. (2014) (8)
- Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors (2018) (8)
- Using Social Media to Track Geographic Variability in Language About Diabetes: Infodemiology Analysis (2020) (8)
- Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings (2020) (8)
- Content Analysis of Metaphors About Hypertension and Diabetes on Twitter: Exploratory Mixed-Methods Study (2018) (8)
- Personality Driven Differences in Paraphrase Preference (2017) (8)
- Automatic analysis of Monte-Carlo simulations of dynamic chemical plants (1996) (8)
- Statistical Relational Learning at U Penn (2003) (8)
- An Experimental Study of Recommendation Algorithms for Tailored Health Communication (2019) (8)
- Efficient Feature Selection in the Presence of Multiple Feature Classes (2008) (7)
- Dynamic Feature Generation for Relational Learning (7)
- Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings (2020) (7)
- New Insights from Coarse Word Sense Disambiguation in the Crowd (2012) (7)
- Feature Selection using Multiple Streams (2010) (7)
- Localizing Policy Gradient Estimates to Action Transition (2000) (7)
- Semantic Word Clusters Using Signed Normalized Graph Cuts (2016) (7)
- ChatEval: A Tool for the Systematic Evaluation of Chatbots (2018) (7)
- A Simulated Prospective Evaluation of a Deep Learning Model for Real-Time Prediction of Clinical Deterioration Among Ward Patients* (2021) (7)
- Modeling and Visualizing Locus of Control with Facebook Language (2018) (7)
- A -Optimality for Active Learning of Logistic Regression Classifiers (2004) (7)
- Political depression? A big-data, multimethod investigation of Americans' emotional response to the Trump presidency. (2020) (7)
- Cost and Trust Issues in On-Line Auctions (1998) (7)
- Hybrid neural network models for environmental process control (The 1998 Hunter Lecture) (1999) (7)
- Regional personality assessment through social media language. (2021) (7)
- Assessing Objective Recommendation Quality through Political Forecasting (2017) (7)
- Product Information Websites: Are They Good for Consumers? (2016) (7)
- An Online Risk Index for the Cross-Sectional Prediction of New HIV Chlamydia, and Gonorrhea Diagnoses Across U.S. Counties and Across Years (2018) (7)
- Statistical approaches to fault analysis in multivariate process control (1994) (7)
- Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study (2020) (7)
- Using Regression for Spectral Estimation of HMMs (2013) (7)
- Bots and misinformation spread on social media: A mixed scoping review with implications for COVID-19 (Preprint) (2021) (7)
- Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends (2020) (6)
- Identifying Locus of Control in Social Media Language (2018) (6)
- Bayesian aggregation of two forecasts in the partial information framework (2016) (6)
- Correcting Sociodemographic Selection Biases for Population Prediction from Social Media (2019) (6)
- Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with chemoradiation (2020) (6)
- Evidence against risk as a motivating driver of COVID-19 preventive behaviors in the United States (2021) (6)
- A predictive model for identifying mini-regulatory modules in the mouse genome (2009) (6)
- Multi-task Feature Selection Using the Multiple Inclusion Criterion (MIC) (2009) (6)
- Natural Language Processing in Surgery (2020) (6)
- Characterizing emergence using a detailed micro-model of science: Investigating two hot topics in nanotechnology (2012) (5)
- Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference (2016) (5)
- Beyond beliefs: Multidimensional aspects of religion and spirituality in language. (2021) (5)
- Sentence-Level BERT and Multi-Task Learning of Age and Gender in Social Media (2019) (5)
- Non-Parametric System Identification: A Comparison of MARS and Neural Networks (1992) (5)
- Protein-Protein Interaction Network Alignment by Quantitative Simulation (2008) (5)
- Getting “clean” from nonsuicidal self-injury: Experiences of addiction on the subreddit r/selfharm (2022) (5)
- The Marketcast Method for Aggregating Prediction Market Forecasts (2013) (5)
- Correcting Sociodemographic Selection Biases for Accurate Population Prediction from Social Media (2019) (5)
- Active Learning for Multi-Class Logistic Regression (2005) (5)
- Beyond Positive Emotion: Deconstructing Happy Moments Based on Writing Prompts (2020) (5)
- COORDINATING LOCALLY CONSTRAINED AGENTS USING AUGMENTED PRICING (1998) (5)
- Product information dissemination in the internet and markets for product information (2004) (5)
- Efficient Clustering of Web-Derived Data Sets (2009) (5)
- Qmimic: Model-based monitoring and diagnosis (1993) (4)
- Expanding, Augmenting, and Operationalizing Ethical and Regulatory Considerations for Using Social Media Platforms in Research and Health Care (2019) (4)
- IntentFinder: A system for discovering significant information implicit in large, heterogeneous document collections and computationally mapping social networks and command nodes (2011) (4)
- An Ecient Approximation Algorithm for Combinatorial Auctions (4)
- Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006 (2006) (4)
- Winner-Take-All EM Clustering (2007) (4)
- Anatomically-Constrained PCA for Image Parcellation (2013) (4)
- Social media language of healthcare super-utilizers (2021) (4)
- Beauty and Wellness in the Semantic Memory of the Beholder (2021) (4)
- Using Social Media to Track Geographic Variability in Language About Diabetes: Analysis of Diabetes-Related Tweets Across the United States. (2020) (4)
- Partial Information Framework: Aggregating Estimates from Diverse Information Sources (2015) (4)
- DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect (2019) (4)
- Linguistic predictors from Facebook postings of substance use disorder treatment retention versus discontinuation (2022) (4)
- Fault Detection and Diagnosis using Qualitative Modelling and Interpretation (1992) (4)
- Prospective Learning: Back to the Future (2022) (4)
- Exploiting Multiple Secondary Reinforcers in Policy Gradient Reinforcement Learning (2001) (4)
- Controlling Human Perception of Basic User Traits (2017) (4)
- Using sequence classification for filtering web pages (2008) (4)
- A Holistic Framework for Analyzing the COVID-19 Vaccine Debate (2022) (4)
- EMRBF: a statistical basis for using radial basis functions for process control (1995) (4)
- Mobile footprinting: linking individual distinctiveness in mobility patterns to mood, sleep, and brain functional connectivity (2021) (4)
- Beyond Geolocation: Micro-Dialect Identification in Diaglossic and Code-Switched Environments (2020) (4)
- Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information (2019) (4)
- Expert multivariable control. 2. Application of EMC to two-product distillation columns (1990) (3)
- Expert multivariable control. III : Extension of EMC to three-product side-stream distillation columns (1990) (3)
- Insights into the accuracy of social scientists’ forecasts of societal change (2023) (3)
- CONTROLLER VERIFICATION USING QUALITATIVE REASONING (1994) (3)
- Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task (2018) (3)
- Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning (2001) (3)
- Dual Pricing in Electronic Markets (2003) (3)
- Social Media Reveals Urban-Rural Differences in Stress across China (2021) (3)
- Analyzing crowdsourced assessment of user traits through Twitter posts (2015) (3)
- Penn: Using Word Similarities to better Estimate Sentence Similarity (2012) (3)
- Machine Learning for Phone-Based Relationship Estimation (2019) (3)
- Examining the Phenomenon of Quarter-Life Crisis Through Artificial Intelligence and the Language of Twitter (2020) (3)
- Empathic Conversations: A Multi-level Dataset of Contextualized Conversations (2022) (3)
- Measuring the Language of Self-Disclosure across Corpora (2022) (3)
- Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations (2018) (3)
- Characterizing Social Spambots by their Human Traits (2021) (3)
- Bayesian Example Selection Using BaBiES (2004) (3)
- Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees (2017) (3)
- Effect of Posting on Social Media on Systolic Blood Pressure and Management of Hypertension: A Randomized Controlled Trial (2021) (3)
- Partial sparse canonical correlation analysis (PSCCA) for population studies in medical imaging (2012) (2)
- Automated reasoning about chemical plants from first principles: applications to troubleshooting and design (1990) (2)
- Author Correction: Variability in Language used on Social Media Prior to Hospital Visits (2020) (2)
- A daily diary study into the effects on mental health of COVID-19 pandemic-related behaviors (2021) (2)
- On the Distribution of Lexical Features at Multiple Levels of Analysis (2017) (2)
- Resolving Identity Uncertainty with Learned Random Walks (2009) (2)
- The Future of Employee Development: Fostering Developmental Relationships and Addressing Barriers (2020) (2)
- Unsupervised Distance Metric Learning Using Predictability (2008) (2)
- What can Yelp teach us about measuring hospital quality ? (2016) (2)
- CONTROLLER VERIFICATION FOR POLYMERIZATION REACTORS (1996) (2)
- Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy (2021) (2)
- Differences in self-disclosure and trait prediction (2018) (2)
- Multiscale Hidden Markov Models For Covariance Prediction (2018) (2)
- Machine Learning for Phone-Based Relationship Estimation: The Need to Consider Population Heterogeneity (2019) (2)
- Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis (2022) (2)
- The Tragedy of the Commons : Pricing Social Welfare in Multiagent Systems (2007) (2)
- Mining for Health: A Comparison of Word Embedding Methods for Analysis of EHRs Data (2022) (2)
- Spectral Learning Algorithms for Natural Language Processing (2013) (2)
- The Internet and Participation Inequality: A Multilevel Examination of 108 Countries (2020) (2)
- Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records (2022) (2)
- The Information Deficit in Electronic Markets (2003) (2)
- Life under stay-at-home orders: a panel study of change in social interaction and emotional wellbeing among older Americans during COVID-19 pandemic (2022) (2)
- Nonlinear Interactions of Interface Structures of Differing Wavelength in Directional Solidification (1987) (2)
- Extracting templates from radiology reports using sequence alignment (2009) (2)
- A Model for an Artificial Pancreas: Transient Diffusion in a Two-Phase Composite with a Glucose Concentration-Dependent Insulin Source at the Interface (1980) (2)
- Multi-Attribute Topic Feature Construction for Social Media-based Prediction (2018) (2)
- Personality Profiles of Users Sharing Animal-related Content on Social Media (2017) (2)
- Head versus heart: social media reveals differential language of loneliness from depression (2022) (2)
- Radial Basis Functions for Process Control (1994) (2)
- Control of the physical world by intelligent agents : papers from the 1994 AAAI Fall Symposium, November 4-6, New Orleans, Louisiana (1995) (1)
- Is Online Product Information Availability Driven by Quality or Differentiation? (2005) (1)
- Neural Tree Transducers for Tree to Tree Learning (2018) (1)
- Matching Neural Models to Experiment (1993) (1)
- Detecting Symptoms using Context-based Twitter Embeddings during COVID-19 (2020) (1)
- A Behaviorally Informed Survey-Powered Market Agent (2014) (1)
- COVID-19 pandemic: every day feels like a weekday to most (2020) (1)
- Numerical Methods for Problems with Moving Fronts: By Bruce Finlayson. Ravenna Park Publishing, 1992, 605 pp. ISBN: 0963 17650 1 (1995) (1)
- An open vocabulary approach to personality: (514472015-699) (2014) (1)
- A fuzzy logic controller for pH control of a chemical stirred tank (2000) (1)
- Meta-prices for Price Information (2001) (1)
- The AAAI-18 Workshop on Affective Content Analysis (2018) (1)
- Analyzing Product Comparisons on Discussion Boards (2014) (1)
- The development of grit and growth mindset in Chinese children. (2022) (1)
- Statistical learning from relational databases (2004) (1)
- Reddit language indicates changes associated with diet, physical activity, substance use, and smoking during COVID-19 (2023) (1)
- Linguistic analysis of empathy in medical school admission essays (2020) (1)
- AI-based analysis of social media language predicts addiction treatment dropout at 90 days. (2023) (1)
- Nonsuicidal Self-Injury and Substance Use Disorders: A Shared Language of Addiction (2022) (1)
- Patient Experience and Satisfaction in Online Reviews of Obstetric Care: Observational Study (2022) (1)
- Using Facebook language to predict and describe excessive alcohol use. (2022) (1)
- Percolation and transport in an assembly of anisotropic conductors (1989) (1)
- Chess Lessons: Harnessing Collective Human Intelligence and Imitation Learning to Support Clinical Decisions (2023) (1)
- What Is a Kernel? (2018) (1)
- Dynamics of sadness by race, ethnicity, and income following George Floyd's death (2022) (1)
- Two-phase Hele-Shaw flow with a moving contact line (1988) (1)
- Multiway Clustering for Creating Biomedical Term Sets (2008) (1)
- WikiTalkEdit: A Dataset for modeling Editors’ behaviors on Wikipedia (2021) (1)
- Learning with Locally Linear Feature Regularization (2008) (1)
- Deriving Verb Predicates By Clustering Verbs with Arguments (2017) (1)
- Towards an Expert Multivariable Controller (1987) (1)
- Online clustering and citation analysis using streemer (2009) (1)
- CHANGE IN SOCIAL INTERACTION AND MENTAL HEALTH AMONG OLDER AMERICANS DURING COVID-19 PANDEMIC (2022) (0)
- In Reply to Gensheimer and Trister. (2018) (0)
- Supplementary Material: Modeling Probability Forecasts via Information Diversity (2015) (0)
- Young Adults With Psychotic Disorders Have Similar Access to Technology and Social Media but May Be Less Active in Posting Than Clinical Risk and Psychosis-Free Peers (2020) (0)
- Correction (1963) (0)
- Feasibility of Mobile Health and Social Media–Based Interventions for Young Adults With Early Psychosis and Clinical Risk for Psychosis: Survey Study (2022) (0)
- Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study (Preprint) (2020) (0)
- Improving Supervised Sense Disambiguation with Web-Scale Selectors (2012) (0)
- Design and Analysis of Metaheuristics for Constrained Optimization Problems (2007) (0)
- Effect of Integrating Patient-Generated Digital Data Into Mental Health Therapy: A Randomized Controlled Trial. (2022) (0)
- Spectral methods for brain imaging and text analysis (2014) (0)
- Influence of Social Networks in Target Marketing (2010) (0)
- 1 . 1 Earlier Results on Implementing the VCG Outcome (2005) (0)
- 15. Automated Machine Learning for Risk Prediction of Incisional Hernia in Abdominal Surgery Patients (2022) (0)
- SOCIAL MEDIA LANGUAGE AND WELLBEING (2022) (0)
- Towards Cotenable and Causal Shapley Feature Explanations (2020) (0)
- Patient Experience and Satisfaction in Yelp Reviews of Obstetric and Gynecologic Care (2017) (0)
- Evidence for feasibility of mobile health and social media-based interventions for early psychosis and clinical high risk (2021) (0)
- Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012: Preface (2012) (0)
- Missing Data (2020) (0)
- An Analysis Tool for Social Networks and Other Relational Data Senior Design 2009-2010 (2010) (0)
- The Power of Multimodal Neuroimaging Biomarkers for Clinical Trial Screening (P06.034) (2013) (0)
- Study 1 (UBC) (2018) (0)
- A Simulated Prospective Evaluation and Comparison of a Deep Learning Model for Real-Time Prediction of Adverse Outcomes from Electronic Health Record Data (2020) (0)
- Content Analysis of Metaphors About Hypertension and Diabetes on Twitter: Exploratory Mixed-Methods Study (Preprint) (2018) (0)
- Learning Object Permanence by Ontological Leaps (0)
- Author Correction: Opioid death projections with AI-based forecasts using social media language (2023) (0)
- The role of baroreceptor resetting and habituating control in blood pressure regulation (1994) (0)
- Mining for and from the Semantic Web 2004 (SWM 2004) (2004) (0)
- Exosomes from the tumor microenvironment promote breast cancer progression and therapy resistance (2016) (0)
- Statistical Approaches to Fault Analysis in MultivariateProcess (1995) (0)
- The rural-urban stress divide: Obtaining geographical insights about stress through Tweets (2020) (0)
- Health Affairs Of The Patient Experience Of Care Yelp Reviews Of Hospital Care Can Supplement And Inform Traditional Surveys (2016) (0)
- Pattern Formation in Directional Solidification: The Nonlinear Evolution of Cellular Melt/Solid Interfaces (1984) (0)
- In Multi-relational Data Mining Workshop at Kdd-2002 (2002) (0)
- Journal of Personality and Social Psychology Automatic Personality Assessment Through Social Media Language (2014) (0)
- Perseverative thinking is associated with features of spoken language. (2023) (0)
- (Not) Hearing Happiness: Predicting Fluctuations in Happy Mood from Acoustic Cues Using Machine Learning (2018) (0)
- Three essays on the economics of outsourcing of goods and services: an analysis of b2b exchanges, offshoring and allocation of production capacities (2006) (0)
- Editorial for the 3rd Workshop on Affective Content Analysis (AffCon) at AAAI 2020 (2020) (0)
- Forecasting Nike’s Sales using Facebook Data (2016) (0)
- Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate (2022) (0)
- Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 9-14, 2013, Westin Peachtree Plaza Hotel, Atlanta, Georgia, USA (2013) (0)
- Mapping well-being using Twitter: (510342018-001) (2018) (0)
- StyLEx: Explaining Style Using Human Lexical Annotations (2022) (0)
- Conceptor-Aided Debiasing of Contextualized Embeddings (2022) (0)
- Email2wiki: A Wiki-based Email Archival System (2007) (0)
- Political Depression? A Big-Data, Multi-Method Investigation of Americans’ Emotional Response to the Trump Presidency (2020) (0)
- Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations (2018) (0)
- Dual Pricing and the Information Deficit in Electronic Markets (2002) (0)
- The trouble with talent: Semantic ambiguity in the workplace (2023) (0)
- Inducing Generalizable and Interpretable Lexica (2022) (0)
- The2013USGovernmentShutdown(#Shutdown)andHealth: AnEmergingRoleforSocialMedia (2014) (0)
- Privacy (panel session) (title only) (2000) (0)
- PAX 8 drives ovarian cancer angiogenesis through interaction with SOX 17 (2019) (0)
- Clustering ofHigh-Dimensional Data (2000) (0)
- Big Social Data Analytics of Changes in Consumer Behaviour and Opinion of a TV Broadcaster (2016) (0)
- Judgment of Code Style Dept . of CIS-Senior Design 2012-2013 (2013) (0)
- Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree (2020) (0)
- Market configurations Buyers use shopbots ? Sellers use pricebots ? (2004) (0)
- MedlineDB : An integrated biological text mining framework (2007) (0)
- Studying social media language changes associated with pregnancy status, trimester, and parity from medical records (2020) (0)
- Psychological strategies for winning a geopolitical forecasting tournament (2014) (0)
- How do Infomediaries affect firms' information strategies, and how do they impact buyer and social welfare? (2013) (0)
- Semantic consequences of talent and skill with HR population (2018) (0)
- Controller Verification Under Non-Parametric Uncertainty (1994) (0)
- Emma: An Email Multimodal Architecture with Social Influence Factors for Email Reply Prediction (2023) (0)
- CON'IROL O}' NONLINEAR PROCESSES USINC QUALITATIVE REASONING (1994) (0)
- Correlation values of LIWC categories with gender, age, and the five factor model of personality. (2013) (0)
- Study 2 (France) (2018) (0)
- Transfer Learning Using Feature Selection (2009) (0)
- System and method for broadcasting and access planning of video programs and other data by means of subscriber profiles (1995) (0)
- Judgment of Code Style (2013) (0)
- An Independent Study of Spectral Hidden Markov Model (2014) (0)
- Measuring Well-Being Using Social Media (2017) (0)
- An analysis of group collaboration and competition in science and technology (2010) (0)
- Study 3 (PAIRS) (2018) (0)
- Combining Probability Forecasts and Understanding Probability Extremizing through Information Diversity (2015) (0)
- Preliminary Examination Research Proposal Genomics and Computational Biology University of Pennsylvania Post-transcriptional Control in Mammalian Dendrites (2005) (0)
- Process control (1998) (0)
- StyLEx: Explaining Styles with Lexicon-Based Human Perception (2022) (0)
- Spectral methods for estimating probabilistic language models (0)
- Editorial for the 2nd Workshop on Affective Content Analysis (AffCon) at AAAI 2019 (2019) (0)
- Author Correction: Variability in Language used on Social Media Prior to Hospital Visits (2020) (0)
- Detecting Symptoms of Depression on Reddit (2023) (0)
- Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes (2021) (0)
- Identifying Actionable Aspects of Frailty in the Text of Encounter Notes (2020) (0)
- An Automated Population Screening Tool to Identify Depression Among People Living with Chronic Lung Disease Using Structured and Unstructured Clinical Data (2022) (0)
- Feasibility of Natural Language Processing in Surgery: Sensitivity and Specificity Compared to Manual Extraction (2021) (0)
- Opioid death projections with AI-based forecasts using social media language (2023) (0)
- Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety (2022) (0)
- Unsupervised Learning (2010) (0)
- Variability in Language used on Social Media prior to Hospital Visits (2020) (0)
- INNOVATING KNOWLEDGE COMMUNITIES. (2007) (0)
- Answering Reading Comprehension Tests: N-gram and Multi-view Regression (2010) (0)
- Data and text mining Automatic term list generation for entity tagging (2005) (0)
- The association of language style matching in text messages with mood and anxiety symptoms. (2022) (0)
- Weidman, Sun, Vazire, Quoidbach, Ungar, & Dunn, 2019, Emotion (2017) (0)
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