Antonio Sanfilippo
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Computer Science
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Computational Linguistics
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Machine Learning
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Artificial Intelligence
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Computer Science
Antonio Sanfilippo's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science University of California, Berkeley
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(Suggest an Edit or Addition)Antonio Sanfilippo'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
- Business Intelligence and Analytics: From Big Data to Big Impact (2012) (4759)
- Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums (2008) (1005)
- Credit rating analysis with support vector machines and neural networks: a market comparative study (2004) (990)
- Textual analysis of stock market prediction using breaking financial news: The AZFin text system (2009) (776)
- A framework for authorship identification of online messages: Writing-style features and classification techniques (2006) (745)
- Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering (2004) (697)
- Crime data mining: a general framework and some examples (2004) (552)
- The information content of mandatory risk factor disclosures in corporate filings (2010) (497)
- Social Media Analytics and Intelligence (2010) (481)
- Writeprints: A stylometric approach to identity-level identification and similarity detection in cyberspace (2008) (472)
- Applying authorship analysis to extremist-group Web forum messages (2005) (428)
- Link prediction approach to collaborative filtering (2005) (425)
- Internet Browsing and Searching: User Evaluations of Category Map and Concept Space Techniques (1998) (336)
- Criminal network analysis and visualization (2005) (307)
- Machine Learning for Information Retrieval: Neural Networks, Symbolic Learning, and Genetic Algorithms (1995) (307)
- Evaluating sentiment in financial news articles (2012) (300)
- Parser evaluation: a survey and a new proposal (1998) (292)
- AI and Opinion Mining (2010) (291)
- CrimeNet explorer: a framework for criminal network knowledge discovery (2005) (270)
- A Lexicon-Enhanced Method for Sentiment Classification: An Experiment on Online Product Reviews (2010) (257)
- A graph-based recommender system for digital library (2002) (256)
- Internet Categorization and Search: A Self-Organizing Approach (1996) (254)
- A machine learning approach to web page filtering using content and structure analysis (2008) (250)
- Automatic construction of networks of concepts characterizing document databases (1992) (249)
- A graph model for E-commerce recommender systems (2004) (241)
- A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce (2007) (238)
- A Visual Framework for Knowledge Discovery on the Web: An Empirical Study of Business Intelligence Exploration (2005) (232)
- Browsing in hypertext: a cognitive study (1992) (226)
- Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach (2013) (225)
- COPLINK: managing law enforcement data and knowledge (2003) (215)
- Selecting Attributes for Sentiment Classification Using Feature Relation Networks (2011) (207)
- Longitudinal Patent Analysis for Nanoscale Science and Engineering: Country, Institution and Technology Field (2003) (207)
- CyberGate: A Design Framework and System for Text Analysis of Computer-Mediated Communication (2008) (203)
- Detecting Fake Websites: The Contribution of Statistical Learning Theory (2010) (199)
- The topology of dark networks (2008) (196)
- COPLINK Connect: information and knowledge management for law enforcement (2003) (188)
- CI Spider: a tool for competitive intelligence on the Web (2002) (185)
- A quantitative stock prediction system based on financial news (2009) (179)
- A Concept Space Approach to Addressing the Vocabulary Problem in Scientific Information Retrieval: An Experiment on the Worm Community System (1997) (179)
- From fingerprint to writeprint (2006) (178)
- US domestic extremist groups on the Web: link and content analysis (2005) (174)
- Uncovering the dark Web: A case study of Jihad on the Web (2008) (170)
- Comparing noun phrasing techniques for use with medical digital library tools (2000) (170)
- Automatic concept classification of text from electronic meetings (1994) (158)
- A comparison of collaborative-filtering algorithms for ecommerce (2007) (158)
- Extracting Meaningful Entities from Police Narrative Reports (2002) (158)
- Automatic Thesaurus Generation for an Electronic Community System (1995) (156)
- Medical Informatics: Knowledge Management and Data Mining in Biomedicine (Operations Research/Computer Science Interfaces) (2005) (155)
- Business Intelligence and Analytics: Research Directions (2013) (154)
- Visualization of large category map for Internet browsing (2003) (151)
- Fighting organized crimes: using shortest-path algorithms to identify associations in criminal networks (2004) (151)
- Using Coplink to Analyze Criminal-Justice Data (2002) (151)
- A shallow parser based on closed-class words to capture relations in biomedical text (2003) (146)
- International nanotechnology development in 2003: Country, institution, and technology field analysis based on USPTO patent database (2004) (146)
- Automatically detecting deceptive criminal identities (2004) (145)
- Affect Analysis of Web Forums and Blogs Using Correlation Ensembles (2008) (143)
- A Methodology for Analyzing Web-Based Qualitative Data (2003) (142)
- Analyzing Consumer-Product Graphs: Empirical Findings and Applications in Recommender Systems (2005) (135)
- Newsmap: a knowledge map for online news (2005) (133)
- Authorship Analysis in Cybercrime Investigation (2003) (132)
- Affect Intensity Analysis of Dark Web Forums (2007) (126)
- Document clustering for electronic meetings: an experimental comparison of two techniques (1999) (125)
- A Parallel Computing Approach to Creating Engineering Concept Spaces for Semantic Retrieval: The Illinois Digital Library Initiative Project (1996) (123)
- Patent citation network in nanotechnology (1976–2004) (2007) (122)
- Textual Analysis of Stock Market Prediction Using Financial News Articles (2006) (120)
- The State-of-the-Art in Twitter Sentiment Analysis (2018) (118)
- AZDrugMiner: An Information Extraction System for Mining Patient-Reported Adverse Drug Events in Online Patient Forums (2013) (118)
- Uninvited Connections: A Study of Vulnerable Devices on the Internet of Things (IoT) (2014) (117)
- Interactive term suggestion for users of digital libraries: using subject thesauri and co-occurrence lists for information retrieval (1996) (116)
- Generating, integrating, and activating thesauri for concept-based document retrieval (1993) (115)
- Cognitive process as a basis for intelligent retrieval systems design (1991) (115)
- A Machine Learning Approach to Inductive Query by Examples: An Experiment Using Relevance Feedback, ID3, Genetic Algorithms, and Simulated Annealing (1998) (115)
- A focused crawler for Dark Web forums (2010) (111)
- Design and evaluation of a multi-agent collaborative Web mining system (2003) (110)
- A Scalable Self-organizing Map Algorithm for Textual Classification: A Neural Network Approach to Thesaurus Generation (1998) (110)
- Comparison of Three Vertical Search Spiders (2003) (109)
- A Graphical, Self-Organizing Approach to Classifying Electronic Meeting Output (1997) (108)
- A Smart Itsy Bitsy Spider for the Web (1998) (107)
- Digital Government: technologies and practices (2003) (106)
- Exploring Emerging Hacker Assets and Key Hackers for Proactive Cyber Threat Intelligence (2017) (106)
- Web mining: Machine learning for web applications (2005) (106)
- Social Web mining and exploitation for serious applications: Technosocial Predictive Analytics and related technologies for public health, environmental and national security surveillance (2010) (105)
- Building Large-Scale Digital Libraries - Guest Editors' Introduction (1996) (104)
- IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS Editor-In-Chief (2005) (104)
- Worldwide nanotechnology development: a comparative study of USPTO, EPO, and JPO patents (1976–2004) (2007) (104)
- Trends in nanotechnology patents. (2008) (104)
- Crime Data Mining: An Overview and Case Studies (2003) (103)
- Meeting medical terminology needs-the ontology-enhanced Medical Concept Mapper (2001) (103)
- Convergence of knowledge management and e-learning: the GetSmart experience (2003) (102)
- Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach (2017) (101)
- An intelligent personal spider (agent) for dynamic Internet/Intranet searching (1998) (99)
- Trends in worldwide nanotechnology patent applications: 1991 to 2008 (2009) (98)
- Information navigation on the web by clustering and summarizing query results (2001) (98)
- Intelligence and security informatics for homeland security: information, communication, and transportation (2004) (97)
- Terrorism Informatics: Knowledge Management and Data Mining for Homeland Security (2008) (95)
- MetaSpider: Meta-searching and categorization on the Web (2001) (95)
- Federating Diverse Collections of Scientific Literature (1996) (93)
- Collaborative Systems: Solving the Vocabulary Problem (1994) (93)
- Analyzing terror campaigns on the internet: Technical sophistication, content richness, and Web interactivity (2007) (89)
- Exploring threats and vulnerabilities in hacker web: Forums, IRC and carding shops (2015) (89)
- Extracting gene pathway relations using a hybrid grammar: the Arizona Relation Parser (2004) (88)
- Global nanotechnology development from 1991 to 2012: patents, scientific publications, and effect of NSF funding (2013) (86)
- Knowledge Management, Data Mining, and Text Mining in Medical Informatics (2005) (84)
- Filling Preposition-Based Templates to Capture Information from Medical Abstracts (2001) (83)
- Analyzing Terrorist Networks: A Case Study of the Global Salafi Jihad Network (2005) (83)
- Visualizing Authorship for Identification (2006) (79)
- Knowledge Management Systems: A Text Mining Perspective (2001) (78)
- Business intelligence explorer: a knowledge map framework for discovering business intelligence on the Web (2003) (77)
- Intelligent Internet searching engine based on hybrid simulated annealing (1998) (77)
- Kernel-based learning for biomedical relation extraction (2008) (75)
- Trends for nanotechnology development in China, Russia, and India (2009) (74)
- Analyzing and Visualizing Criminal Network Dynamics: A Case Study (2004) (74)
- Automatic online news monitoring and classification for syndromic surveillance (2009) (74)
- Mapping the contemporary terrorism research domain (2007) (74)
- Untangling Criminal Networks: A Case Study (2003) (73)
- Using sentence-selection heuristics to rank text segments in TXTRACTOR (2002) (72)
- Collaborative information retrieval environment: integration of information retrieval with group support systems (1999) (72)
- Digital Government: E-Government Research, Case Studies, and Implementation (2008) (71)
- A Discrete Stock Price Prediction Engine Based on Financial News (2010) (71)
- Web Media and Stock Markets : A Survey and Future Directions from a Big Data Perspective (2018) (70)
- Exploring hacker assets in underground forums (2015) (70)
- Infectious Disease Informatics: Syndromic Surveillance for Public Health and BioDefense (2009) (70)
- Identifying vulnerabilities of consumer Internet of Things (IoT) devices: A scalable approach (2017) (68)
- A Tensor-Based Information Framework for Predicting the Stock Market (2016) (68)
- Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access (2004) (67)
- Updateable PAT-Tree Approach to Chinese Key PhraseExtraction using Mutual Information: A Linguistic Foundation for Knowledge Management (1999) (65)
- Enhancing Predictive Analytics for Anti-Phishing by Exploiting Website Genre Information (2015) (65)
- User acceptance of Intelligence and Security Informatics technology: A study of COPLINK (2005) (65)
- Epidemic model for information diffusion in web forums: experiments in marketing exchange and political dialog (2016) (64)
- Evaluating ontology mapping techniques: An experiment in public safety information sharing (2008) (64)
- Longitudinal Nanotechnology Development (1991--2002): National Science Foundation Funding and its Impact on Patents (2005) (64)
- EBizPort: Collecting and analyzing business intelligence information (2004) (64)
- Text‐based video content classification for online video‐sharing sites (2010) (63)
- Connecting systems, data, and people: A multidisciplinary research roadmap for chronic disease management (2020) (63)
- Sports Data Mining (2010) (62)
- Internet searching and browsing in a multilingual world: An experiment on the Chinese Business Intelligence Portal (CBizPort) (2004) (62)
- An automatic indexing and neural network approach to concept retrieval and classification of multilingual (Chinese-English) documents (1996) (62)
- Applying Authorship Analysis to Arabic Web Content (2005) (62)
- Personalized spiders for web search and analysis (2001) (61)
- Securing cyberspace: Identifying key actors in hacker communities (2012) (61)
- Verifying the Proximity and Size Hypothesis for Self-Organizing Maps (1999) (61)
- Fighting cybercrime: a review and the Taiwan experience (2006) (61)
- Prospective Infectious Disease Outbreak Detection Using Markov Switching Models (2010) (61)
- Visualizing social network concepts (2010) (60)
- Federated Search of Scientific Literature (1999) (60)
- Multimedia Content Coding and Analysis: Unraveling the Content of Jihadi Extremist Groups' Videos (2008) (60)
- Expertise visualization: An implementation and study based on cognitive fit theory (2006) (59)
- MedTime: A temporal information extraction system for clinical narratives (2013) (58)
- Visualizing criminal relationships: comparison of a hyperbolic tree and a hierarchical list (2005) (58)
- Building a scientific knowledge web portal: The NanoPort experience (2006) (58)
- Medical Data Mining on the Internet: Research on a Cancer Information System (1999) (58)
- Identifying and Profiling Key Sellers in Cyber Carding Community: AZSecure Text Mining System (2016) (56)
- Optimal Search-Based Gene Subset Selection for Gene Array Cancer Classification (2007) (56)
- Toward Intelligent Meeting Agents (1996) (56)
- Identifying Top Sellers In Underground Economy Using Deep Learning-Based Sentiment Analysis (2014) (56)
- SCADA honeypots: An in-depth analysis of Conpot (2016) (56)
- Intelligence and Security Informatics for International Security: Information Sharing and Data Mining (Integrated Series in Information Systems) (2006) (56)
- A Multimodal Event-Driven LSTM Model for Stock Prediction Using Online News (2021) (56)
- Law enforcement officers' acceptance of advanced e-government technology: a survey study of COPLNK mobile (2009) (55)
- Creating a large-scale content-based airphoto image digital library (2000) (55)
- The Acquisition of Lexical Knowledge from Combined Machine-Readable Dictionary Sources (1992) (55)
- Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining (2007) (55)
- Syndromic surveillance systems (2008) (54)
- Information Visualization for Collaborative Computing (1998) (54)
- User Misconceptions of Information Retrieval Systems (1988) (53)
- A research framework for pharmacovigilance in health social media: Identification and evaluation of patient adverse drug event reports (2015) (53)
- Descriptive Analytics: Examining Expert Hackers in Web Forums (2014) (53)
- Impact of grid-tied large-scale photovoltaic system on dynamic voltage stability of electric power grids (2017) (53)
- Dark Web: Exploring and Data Mining the Dark Side of the Web (2011) (53)
- Ontology-enhanced automatic chief complaint classification for syndromic surveillance (2008) (53)
- Knowledge mapping for rapidly evolving domains: A design science approach (2011) (53)
- A Comparison of Tools for Detecting Fake Websites (2009) (53)
- Genescene: An ontology-enhanced integration of linguistic and co-occurrence based relations in biomedical texts (2005) (52)
- Analysis of the long-term solar potential for electricity generation in Qatar (2017) (51)
- Sentimental Spidering: Leveraging Opinion Information in Focused Crawlers (2012) (51)
- Recommendation as link prediction: a graph kernel-based machine learning approach (2009) (50)
- Examining Hacker Participation Length in Cybercriminal Internet-Relay-Chat Communities (2016) (50)
- Home Energy Management System Concepts, Configurations, and Technologies for the Smart Grid (2020) (50)
- Alleviating Search Uncertainty Through Concept Associations: Automatic Indexing, Co-Occurrence Analysis, and Parallel Computing (1998) (50)
- Digital Libraries: People, Knowledge, and Technology (2002) (49)
- Segmentation of lecture videos based on text: a method combining multiple linguistic features (2004) (48)
- Summary in context: Searching versus browsing (2006) (48)
- Technology Implementation Management in Law Enforcement (2004) (48)
- Multilingual Lexical Representation (1993) (48)
- The use of dynamic contexts to improve casual internet searching (2003) (48)
- Guest Editors' Introduction: Artificial Intelligence for Homeland Security (2005) (48)
- Terrorism Knowledge Discovery Project: A Knowledge Discovery Approach to Addressing the Threats of Terrorism (2004) (48)
- Personalized and Focused Web Spiders (2003) (48)
- Matching knowledge elements in concept maps using a similarity flooding algorithm (2006) (48)
- Exploring the use of concept spaces to improve medical information retrieval (2000) (47)
- Expert prediction, symbolic learning, and neural networks. An experiment on greyhound racing (1994) (47)
- Automated criminal link analysis based on domain knowledge (2007) (46)
- PNNL: A Supervised Maximum Entropy Approach to Word Sense Disambiguation (2007) (46)
- Business stakeholder analyzer: An experiment of classifying stakeholders on the Web (2009) (46)
- A longitudinal analysis of nanotechnology literature: 1976–2004 (2008) (45)
- Sentiment and affect analysis of Dark Web forums: Measuring radicalization on the internet (2008) (45)
- Do Electronic Health Records Affect Quality of Care? Evidence from the HITECH Act (2019) (45)
- Evaluating event visualization: a usability study of COPLINK spatio-temporal visualizer (2005) (45)
- Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring (2018) (45)
- AZSecure Hacker Assets Portal: Cyber threat intelligence and malware analysis (2016) (45)
- Incorporating Geographical Contacts into Social Network Analysis for Contact Tracing in Epidemiology: A Study on Taiwan SARS Data (2007) (44)
- A framework of integrating gene relations from heterogeneous data sources: an experiment on Arabidopsis thaliana (2006) (44)
- A comparison of fraud cues and classification methods for fake escrow website detection (2009) (44)
- Dark web forums portal: Searching and analyzing jihadist forums (2009) (44)
- Identity matching using personal and social identity features (2011) (44)
- AI, E-government, and Politics 2.0 (2009) (44)
- Collecting and Analyzing the Presence of Terrorists on the Web: A Case Study of Jihad Websites (2005) (43)
- Evaluating a news-aware quantitative trader: The effect of momentum and contrarian stock selection strategies (2008) (43)
- Tensor-Based Learning for Predicting Stock Movements (2015) (43)
- Identifying significant facilitators of dark network evolution (2009) (43)
- Cyber extremism in Web 2.0: An exploratory study of international Jihadist groups (2008) (43)
- A comparative study of spatio-temporal hotspot analysis techniques in security informatics (2004) (43)
- Identifying SCADA vulnerabilities using passive and active vulnerability assessment techniques (2016) (43)
- Intelligence and Security Informatics (2013) (43)
- elpfulMed: Intelligent searching for medical information over the internet (2003) (42)
- Connecting NSF funding to patent innovation in nanotechnology (2001–2004) (2006) (42)
- Mapping Nanotechnology Innovations and Knowledge: Global and Longitudinal Patent and Literature Analysis (2008) (42)
- An evaluation of the chat and knowledge delivery components of a low-level dialog system: The AZ-ALICE experiment (2007) (42)
- Cyberinfrastructure for homeland security: Advances in information sharing, data mining, and collaboration systems (2004) (42)
- Performance Modeling of Hyperledger Sawtooth Blockchain (2019) (41)
- Building an Infrastructure for Law Enforcement Information Sharing and Collaboration: Design Issues and Challenges (2001) (41)
- User-Generated Content on Social Media: Predicting Market Success with Online Word-of-Mouth (2010) (41)
- Data Mining for Social Network Data (2010) (41)
- Call for Papers MISQ Special Issue on (2010) (41)
- Infectious Disease Informatics and Biosurveillance (2012) (40)
- Business and Market Intelligence 2.0 (2010) (40)
- Analyzing firm-specific social media and market: A stakeholder-based event analysis framework (2014) (40)
- Automatic patent classification using citation network information: an experimental study in nanotechnology (2007) (40)
- DICE-E: A Framework for Conducting Darknet Identification, Collection, Evaluation with Ethics (2019) (40)
- Identifying adverse drug events from patient social media: A case study for diabetes (2015) (39)
- A Deep Learning Architecture for Psychometric Natural Language Processing (2020) (38)
- A Cyber-archaeology Approach to Social Movement Research: Framework and Case Study (2010) (37)
- HelpfulMed: Intelligent Searching for Medical Informationover the Internet (2003) (37)
- A geographic knowledge representation system for multimedia geospatial retrieval and analysis (1997) (36)
- GANNET: A Machine Learning Approach to Document Retrieval (1994) (35)
- Incorporating Web Analysis Into Neural Networks: An Example in Hopfield Net Searching (2007) (35)
- A Multi-Agent View of Strategic Planning Using Group Support Systems and Artificial Intelligence (1997) (35)
- A multi-region empirical study on the internet presence of global extremist organizations (2011) (35)
- Process-driven collaboration support for intra-agency crime analysis (2006) (35)
- A Unified Recommendation Framework Based on Probabilistic Relational Models (2005) (34)
- Coplink: a case of intelligent analysis and knowledge management (1999) (34)
- Redips: Backlink search and analysis on the Web for business intelligence analysis (2007) (34)
- Assessing medical device vulnerabilities on the Internet of Things (2017) (34)
- Criminal Identity Deception and Deception Detection in Law Enforcement (2004) (34)
- Comparison of two approaches to building a vertical search tool: a case study in the nanotechnology domain (2002) (34)
- Identifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence (2017) (34)
- A hybrid approach to Web forum interactional coherence analysis (2008) (34)
- Framing Social Movement Identity with Cyber-Artifacts: A Case Study of the International Falun Gong Movement (2010) (33)
- Evaluating mass knowledge acquisition using the ALICE chatterbot: The AZ-ALICE dialog system (2006) (33)
- LKB encoding of lexical knowledge (1994) (33)
- Categorization and analysis of text in computer mediated communication archives using visualization (2007) (33)
- Longitudinal study on patent citations to academic research articles in nanotechnology (1976–2004) (2007) (33)
- Using Backpropagation Networks for the Estimation of Aqueous Activity Coefficients of Aromatic Organic Compounds (1995) (33)
- Information Visualization for Decision Support (2008) (33)
- Prospective spatio-temporal data analysis for security informatics (2005) (32)
- Gender Classification for Web Forums (2011) (32)
- Information Sharing and Collaboration Policies within Government Agencies (2004) (32)
- Developing a Dark Web collection and infrastructure for computational and social sciences (2010) (32)
- Frame-based argumentation for group decision task generation and identification (2005) (32)
- System for Infectious Disease Information Sharing and Analysis: Design and Evaluation (2007) (32)
- Managing Emerging Infectious Diseases with Information Systems: Reconceptualizing Outbreak Management Through the Lens of Loose Coupling (2011) (32)
- Digital Libraries: Technological Advances and Social Impacts (Guest Editors' Introduction) (1999) (31)
- Research note: Examining gender emotional differences in Web forum communication (2013) (31)
- Intelligence and security informatics: information systems perspective (2006) (31)
- Visualization in law enforcement (2005) (31)
- Modeling residential adoption of solar energy in the Arabian Gulf Region (2018) (31)
- Identification and Validation of Ifit1 as an Important Innate Immune Bottleneck (2012) (31)
- Finding People with Emotional Distress in Online Social Media: A Design Combining Machine Learning and Rule-Based Classification (2020) (31)
- An SIR model for violent topic diffusion in social media (2011) (31)
- Topological Analysis of Criminal Activity Networks: Enhancing Transportation Security (2009) (30)
- Examining the impacts of mental workload and task-technology fit on user acceptance of the social media search system (2018) (30)
- Managing Knowledge in Light of Its Evolution Process: An Empirical Study on Citation Network-Based Patent Classification (2009) (30)
- Exploring Extremism and Terrorism on the Web: The Dark Web Project (2007) (30)
- Gene Function Prediction With Gene Interaction Networks: A Context Graph Kernel Approach (2022) (29)
- On the Topology of the Dark Web of Terrorist Groups (2006) (29)
- The ACQUILEX LKB: an introduction (1994) (29)
- An adaptive multi-modeling approach to solar nowcasting (2016) (29)
- Business and Market Intelligence 2.0, Part 2 (2010) (29)
- Using Open Web APIs in Teaching Web Mining (2009) (29)
- A Link Analysis Approach to Recommendation under Sparse Data (2004) (29)
- Online query refinement on information retrieval systems: a process model of searcher/system interactions (1989) (28)
- Estimating drug/plasma concentration levels by applying neural networks to pharmacokinetic data sets (2000) (28)
- Proactively Identifying Emerging Hacker Threats from the Dark Web (2020) (28)
- Verifying the proximity hypothesis for self-organizing maps (1999) (28)
- Disease named entity recognition using semisupervised learning and conditional random fields (2011) (28)
- The Dynamics of Terrorist Networks: Understanding the Survival Mechanisms of Global Salafi Jihad (2009) (28)
- Identifying, Collecting, and Presenting Hacker Community Data: Forums, IRC, Carding Shops, and DNMs (2018) (28)
- Identifying Adverse Drug Events from Health Social Media: A Case Study on Heart Disease Discussion Forums (2014) (28)
- Modeling Interactions in (2014) (27)
- A stack-based prospective spatio-temporal data analysis approach (2008) (27)
- Challenges and Future Directions (2009) (27)
- The roles of sharing, transfer, and public funding in nanotechnology knowledge‐diffusion networks (2015) (27)
- Multidimensional scaling for group memory visualization (1999) (27)
- Teaching key topics in computer science and information systems through a web search engine project (2003) (26)
- An International Perspective on Fighting Cybercrime (2003) (26)
- CMedPort: An integrated approach to facilitating Chinese medical information seeking (2006) (26)
- Leveraging Question Answer technology to address terrorism inquiry (2007) (26)
- BioPortal (2009) (26)
- Intelligent spider for Internet searching (1997) (26)
- Nano Mapper: an Internet knowledge mapping system for nanotechnology development (2008) (26)
- Infectious Diseaxe Informatics and Outbreak detection (2005) (26)
- Theory-Informed Design and Evaluation of an Advanced Search and Knowledge Mapping System in Nanotechnology (2012) (26)
- An integrated framework for analyzing multilingual content in Web 2.0 social media (2014) (26)
- Sports knowledge management and data mining (2010) (25)
- ESSENCE (2009) (25)
- A Collection of Visual Thesauri for Browsing Large Collections of Geographic Images (1999) (25)
- XOA: Web-Enabled Cross-Ontological Analytics (2007) (25)
- West Nile Virus and Botulism Portal: A Case Study in Infectious Disease Informatics (2004) (25)
- Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints (2008) (25)
- Grammatical relations, thematic roles and verb semantics (1991) (25)
- COPLINK: Visualization for Crime Analysis (2003) (25)
- A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care (2018) (24)
- Moving digital libraries into the student learning space: The GetSmart experience (2006) (24)
- Identifying SCADA Systems and Their Vulnerabilities on the Internet of Things: A Text-Mining Approach (2018) (24)
- Analyzing market performance via social media: a case study of a banking industry crisis (2013) (24)
- Identification of extremist videos in online video sharing sites (2009) (24)
- Discovering Identity Problems: A Case Study (2005) (23)
- Editorial: Design science, grand challenges, and societal impacts (2011) (23)
- Spatial-Temporal Cross-Correlation Analysis: A New Measure and a Case Study in Infectious Disease Informatics (2006) (23)
- Human Identification for Activities of Daily Living: A Deep Transfer Learning Approach (2020) (23)
- Burst Detection From Multiple Data Streams: A Network-Based Approach (2010) (23)
- A Machine Learning Approach to Inductive Query by Examples : An Experiment Using Relevance Feedback , ID 3 , Genetic Algorithms , and Simulated Annealing (1998) (23)
- COPLINK - Arming Law Enforcement with New Knowledge Management Technologies (2002) (23)
- Knowledge-based document retrieval: framework and design (1992) (23)
- Multilingual Web Retrieval: An Experiment on a Multilingual Business Intelligence Portal (2005) (23)
- Content Analysis of Jihadi Extremist Groups' Videos (2006) (23)
- Internet browsing: visualizing category map by fisheye and fractal views (2002) (23)
- A web-based system for near real-time surveillance and space-time cluster analysis of foot-and-mouth disease and other animal diseases. (2009) (23)
- A Review of Public Health Syndromic Surveillance Systems (2006) (23)
- Botnets, and the cybercriminal underground (2008) (22)
- Digital Libraries: International Collaboration and Cross-Fertilization (2008) (22)
- Semi-Supervised Cyber Threat Identification in Dark Net Markets: A Transductive and Deep Learning Approach (2020) (22)
- Combining Hierarchical and Associative Gene Ontology Relations With Textual Evidence in Estimating Gene and Gene Product Similarity (2007) (22)
- Dynamic Social Network Analysis of a Dark Network: Identifying Significant Facilitators (2007) (22)
- Customizable and Ontology-Enhanced Medical Information Retrieval Interfaces (1999) (22)
- Reducing Indeterminism in Consultation: A Cognitive Model of User/Librarian Interactions (1987) (22)
- The Dark Web Portal Project: Collecting and Analyzing the Presence of Terrorist Groups on the Web (2005) (22)
- CrimeLink Explorer: Using Domain Knowledge to Facilitate Automated Crime Association Analysis (2003) (22)
- Using social network analysis to identify key hackers for keylogging tools in hacker forums (2016) (22)
- Enhancing border security: Mutual information analysis to identify suspect vehicles (2007) (21)
- Artificial Intelligence for Homeland Security (2005) (21)
- Using Genetic Algorithm in Building Domain-Specific Collections: An Experiment in the Nanotechnology Domain (2005) (21)
- Exploring the Dark Side of the Web: Collection and Analysis of U.S. Extremist Online Forums (2006) (21)
- DiabeticLink: A Health Big Data System for Patient Empowerment and Personalized Healthcare (2013) (21)
- Syndromic Surveillance Systems: Public Health and Biodefence (2008) (21)
- Determining inventor status and its effect on knowledge diffusion: A study on nanotechnology literature from China, Russia, and India (2011) (20)
- Machine learning for attack vector identification in malicious source code (2013) (20)
- A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns (2021) (20)
- Genescene: biomedical text and data mining (2003) (20)
- A Spatio Temporal Visualizer for Law Enforcement (2003) (20)
- Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach (2018) (19)
- Exploring key hackers and cybersecurity threats in Chinese hacker communities (2016) (19)
- Incremental Hacker Forum Exploit Collection and Classification for Proactive Cyber Threat Intelligence: An Exploratory Study (2018) (19)
- SpidersRUs: Creating specialized search engines in multiple languages (2008) (19)
- Semantic Research for Digital Libraries (1999) (19)
- Global mapping of gene/protein interactions in PubMed abstracts: A framework and an experiment with P53 interactions (2007) (19)
- Modeling the dynamics of medical information through web forums in medical industry (2015) (19)
- Visualization tools for self-organizing maps (1999) (19)
- An end user evaluation of query formulation and results review tools in three medical meta-search engines (2007) (19)
- Benchmarking vulnerability scanners: An experiment on SCADA devices and scientific instruments (2017) (19)
- An Adaptive Visual Analytics Platform for Mobile Devices (2005) (18)
- Special Issue on Social Media Analytics: Understanding the Pulse of the Society (2011) (18)
- Interaction Analysis of the ALICE Chatterbot: A Two-Study Investigation of Dialog and Domain Questioning (2010) (18)
- Intelligence and Security Informatics: Biosurveillance, Second NSF Workshop, BioSurveillance 2007, New Brunswick, NJ, USA, May 22, 2007, Proceedings (2007) (18)
- Investigating the impacts of avatar gender, avatar age, and region theme on avatar physical activity in the virtual world (2017) (18)
- AI for Global Disease Surveillance (2009) (18)
- Content Analysis for Proactive Intelligence: Marshaling Frame Evidence (2007) (18)
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- Genescene: An ontology-enhanced integration of linguistic and co-occurrence based relations in biomedical texts: Research Articles (2005) (18)
- Using 3D interfaces to facilitate the spatial knowledge retrieval: a geo-referenced knowledge repository system (2005) (18)
- Introduction to the special issue on decision support in medicine (2007) (17)
- Developing understanding of hacker language through the use of lexical semantics (2015) (17)
- Mapping Medical Informatics Research (2005) (17)
- Modeling knowledge diffusion in scientific innovation networks: an institutional comparison between China and US with illustration for nanotechnology (2015) (17)
- Intelligence and Security Informatics (2006) (17)
- SpidersRUs: automated development of vertical search engines in different domains and languages (2005) (17)
- Transforming Open-Source Documents to Terror Networks: The Arizona TerrorNet (2005) (17)
- Agency satisfaction with electronic record management systems: A large-scale survey (2010) (17)
- Automating ontological annotation with WordNet (2006) (16)
- Internet browsing and searching (poster): user evaluations of category map and concept space techniques (1997) (16)
- Technology implementation management in law enforcement: COPLINK system usability and user acceptance evaluations (2003) (16)
- Smart health and wellbeing [Trends & Controversies] (2011) (16)
- Walking the Path: A New Journey to Explore and Discover Through Visual Analytics (2006) (16)
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- Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model (2020) (16)
- Detecting Dependencies between Semantic Verb Subclasses and Subcategorization Frames in Text Corpora (1996) (16)
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- Exploring the online underground marketplaces through topic-based social network and clustering (2016) (16)
- Towards A National Infectious Disease Information Infrastructure: A Case Study in West Nile Virus and Botulism (2004) (16)
- Analysis of Affect Intensities in Extremist Group Forums (2008) (16)
- Supporting non-English Web searching: An experiment on the Spanish business and the Arabic medical intelligence portals (2006) (16)
- COPLINK Knowledge Management for Law Enforcement: Text Analysis, Visualization and Collaboration (2001) (16)
- A hierarchical Naïve Bayes model for approximate identity matching (2011) (16)
- Stakeholder Analyses of Firm-Related Web Forums: Applications in Stock Return Prediction (2015) (16)
- Analyzing and Visualizing Gray Web Forum Structure (2007) (16)
- Collection of U.S. Extremist Online Forums: A Web Mining Approach (2007) (16)
- International perspective on nanotechnology papers, patents, and NSF awards (2000–2016) (2017) (16)
- Analyzing sentiments in Web 2.0 social media data in Chinese: experiments on business and marketing related Chinese Web forums (2013) (16)
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- Predictive Modeling for Sports and Gaming (2010) (15)
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- A knowledge-based approach to the design of document-based retrieval systems (1990) (15)
- Collaborative Friendship Networks in Online Healthcare Communities: An Exponential Random Graph Model Analysis (2014) (15)
- Artificial immune system for illicit content identification in social media (2012) (15)
- Introduction to special issue on terrorism informatics (2011) (15)
- Testing a Cancer Meta Spider (2003) (15)
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- Evaluating an Infectious Disease Information Sharing and Analysis System (2005) (14)
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- Dark Web: Exploring and Mining the Dark Side of the Web (2012) (13)
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- Graph Kernel-Based Learning for Gene Function Prediction from Gene Interaction Network (2007) (11)
- Creating a Large-Scale Digital Library for Georeferenced Information (1999) (11)
- Proceedings of the 14th ACM/IEEE-CS Joint Conference on Digital Libraries (2004) (11)
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- Arizona Literature Mapper: An integrated approach to monitor and analyze global bioterrorism research literature (2009) (10)
- SPARKLE Work Package 1: Specification of Phrasal Parsing. Final Report (1997) (10)
- COPLINK: Visualization and Collaboration for Law Enforcement (2002) (10)
- Effects of Individuals' Motivations on Communications in Online Health Forums (2016) (10)
- Using the gene ontology to enrich biological pathways (2009) (10)
- Predicting individual affect of health interventions to reduce HPV prevalence. (2011) (10)
- Digital library research in the US: an overview with a knowledge management perspective (2004) (10)
- COPLINK Agent: An Architecture for Information Monitoring and Sharing in Law Enforcement (2003) (10)
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- Introduction to the special topic issue: Intelligence and security informatics (2005) (10)
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- The Vocabulary Problem in Collaboration (2002) (10)
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- Lexical Polymorphism and Word Disambiguation (1995) (10)
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- Unraveling International Terrorist Groups' Exploitation of the Web: Technical Sophistication, Media Richness, and Web Interactivity (2006) (9)
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- Studying Global Extremist Organizations' Internet Presence Using the DarkWeb Attribute System (2008) (9)
- Suspect Vehicle Identification for Border Safety with Modified Mutual Information (2006) (9)
- Virtual Polysemy (1994) (9)
- User acceptance of Intelligence and Security Informatics technology: A study of COPLINK: Research Articles (2005) (9)
- Data Visualization, Information Dissemination, and Alerting (2009) (9)
- Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics (2005) (9)
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- Intelligence and Security Informatics - 12th Pacific Asia Workshop, PAISI 2017, Jeju Island, South Korea, May 23, 2017, Proceedings (2017) (9)
- Shodan visualized (2016) (9)
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- Exploiting Emotions in Social Interactions to Detect Online Social Communities (2010) (8)
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- Introduction to the special topic issue: part 2 (2000) (7)
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- Chapter 10 Social Network Analysis for Terrorism Research (2007) (6)
- PRM-based identity matching using social context (2008) (6)
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- Introduction to the special topic issue: Part 1 (2000) (6)
- AI and Global Science and Technology Assessment (2009) (6)
- Trends & Controversies (2011) (6)
- Sports Data Mining: The Field (2010) (6)
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- Technosocial predictive analysis : papers from the AAAI Spring Symposium (2009) (0)
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- AAAI Spring Symposium - Technical Report: Preface (2009) (0)
- 2013 IEEE International Conference on Intelligence and Security Informatics, Seattle, WA, USA, June 4-7, 2013 (2013) (0)
- AUTOMATICALLYDETECTING DECEPTIVE CRIMINAL IDENTITIES THE CRIMINAL MIND IS NO MATCH FOR SOME OF THE LATEST TECHNOLOGY DESIGNED TO DETERMINE FACT FROM (2004) (0)
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- Intellectual Capital and Knowledge Management: A Perpetual Self-Organizing (PSO) Approach (1998) (0)
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- Chapter 7 Spatio-Temporal Data Analysis in Security Informatics (2007) (0)
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- Introduction to the Journal on Digital Libraries special issue on Asian digital libraries (2004) (0)
- Do International Students Displace US Students in the Pursuit of Higher Degrees in Science and Engineering? A Forecasting Analysis (2016) (0)
- Infectious Disease Informatics: An Introduction and An Analysis Framework (2009) (0)
- Title Incorporating web analysis into neural networks : An example inhopfield net searching (2007) (0)
- Federal Funding and Nanotechnology Innovations: NSF Funding and USPTO Patent Analysis, 1991-2002. (2009) (0)
- A Syntactic Parser with Semantic Filtering for Biomedical Text (2004) (0)
- Chapter 18 GENE PATHWAY TEXT MINING AND VISUALIZATION (2007) (0)
- Gene network and pathway generation and analysis: Editorial (2011) (0)
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- PNNL: A Supervised Maximum Entropy Approach to Word Sense Disambiguation (2007) (0)
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- Academic Literature Citation in Patents: A Longitudinal Study of USPTO Patents, 1976-2004. (2009) (0)
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- Nanotechnology: An Emerging Field (2009) (0)
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- An Issues Identifier for Online Financial Databases (1995) (0)
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- Intelligence and Security Informatics: Biosurveillance and Biosecurity (2009) (0)
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