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List of works by C. Lee Giles

A Comparison of On-Line Computer Science Citation Databases

scholarly article by Vaclav Petricek et al published 2005 in Lecture Notes in Computer Science

A classification scheme for algorithm citation function in scholarly works

scientific article published in 2013

A delay damage model selection algorithm for NARX neural networks

article

A generalized topic modeling approach for automatic document annotation

scientific article published on 7 March 2015

Accessibility of information on the Web

Accessibility of information on the web

scientific article (publication date: 8 July 1999)

Ackseer: a repository and search engine for automatically extracted acknowledgments from digital libraries

scientific article (publication date: 2012)

AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data

scientific article published in March 2016

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks

scientific article published on 18 July 2018

An algorithm search engine for software developers

scientific article published in 2011

An analysis of noise in recurrent neural networks: convergence and generalization

scientific article published in January 1996

An experimental comparison of recurrent neural networks ⬇️

scientific article published in January 1995

Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning

scientific article published in August 2013

Automatic acknowledgement indexing

scientific article (publication date: 2005)

Automatic document metadata extraction using support vector machines

Automatic tag recommendation for metadata annotation using probabilistic topic modeling

scientific article published in 2013

Block-suffix shifting: fast, simultaneous medical concept set identification in large medical record corpora

scientific article

Brewster angles for magnetic media

scientific article

Chemical entity extraction using CRF and an ensemble of extractors

scientific article

CiteSeer: an automatic citation indexing system

scientific article (publication date: 1998)

CiteSeer: an autonomous Web agent for automatic retrieval and identification of interesting publications

scientific article

Constructing deterministic finite-state automata in recurrent neural networks

scholarly article by Christian W. Omlin & C Lee Giles published 1 November 1996 in Journal of the ACM

Constructing deterministic finite-state automata in sparse recurrent neural networks

scholarly article

Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution

scientific article published in January 1995

Context-aware citation recommendation

Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations

scientific article published on 20 January 2020

DEADLINER: Building a new niche search engine

Design Considerations for a Sustainable Scholarly Big Data Service

scientific article published on 15 January 2023

Digital libraries and autonomous citation indexing

Disambiguating authors in academic publications using random forests

Effects of Noise on Convergence and Generalization in Recurrent Networks ⬇️

scientific article published in January 1995

Efficient Name Disambiguation for Large-Scale Databases

Efficient identification of Web communities

scientific article published in 2000

Electromagnetic scattering by magnetic spheres

Encoding Geometric Invariances in Higher-Order Neural Networks ⬇️

Equivalence in Knowledge Representation

Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems

scholarly article by C Lee Giles et al published 1999 in Proceedings of the IEEE

Extracting Semantic Relations for Scholarly Knowledge Base Construction

scientific article published in January 2018

Extracting and Learning an Unknown Grammar with Recurrent Neural Networks ⬇️

scientific article published in January 1992

Extracting collective probabilistic forecasts from web games

scientific article (publication date: August 2001)

Face recognition: a convolutional neural-network approach

scholarly article by S. Lawrence et al published 1997 in IEEE Transactions on Neural Networks

First-order versus second-order single-layer recurrent neural networks

scientific article published on 01 January 1994

Fresnel reflection and transmission at a planar boundary from media of equal refractive indices

article

Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective

scholarly article by Christian W. Omlin et al published 2000 in Lecture Notes in Computer Science

Fuzzy finite-state automata can be deterministically encoded into recurrent neural networks

scholarly article by C.W. Omlin et al published 1998 in IEEE Transactions on Fuzzy Systems

Goos-Hänchen shifts from absorbing media

Heuristics for the extraction of rules from discrete-time recurrent neural networks

scholarly article

Higher Order Recurrent Networks and Grammatical Inference ⬇️

scientific article published in January 1990

Hot streaks in artistic, cultural, and scientific careers

scientific article by Lu Liu et al.

How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information

scientific article published on 14 February 2017

How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies

scientific article published in July 1998

Imaging with rotating slit apertures and rotating collimators

scientific article published in May 1982

Improving algorithm search using the algorithm co-citation network

scientific article published in 2012

Information incorporation in online in-Game sports betting markets

scientific article published in 2003

Information science. Cybertools and archaeology

scientific article published on February 2006

Inserting rules into recurrent neural networks

scholarly article published 1992

Learning a class of large finite state machines with a recurrent neural network

scholarly article by C Lee Giles et al published January 1995 in Neural Networks

Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks

scholarly article by C Lee Giles et al published May 1992 in Neural Computation

Learning long-term dependencies in NARX recurrent neural networks

scientific article published in January 1996

Learning long-term dependencies is not as difficult with NARX networks ⬇️

scientific article published in January 1996

Learning on the border

Learning with Product Units ⬇️

scientific article published in January 1995

Learning, invariance, and generalization in high-order neural networks

scientific article published in December 1987

Machine Learning Using a Higher Order Correlation Network

scientific article published in October 1986

Name disambiguation in author citations using a K-way spectral clustering method

Neural Network Routing for Random Multistage Interconnection Networks ⬇️

scientific article published in January 1992

Neural networks and hybrid intelligent models: foundations, theory, and applications

scientific article published on 01 January 1998

Nonconvex online support vector machines

scientific article published in February 2011

On the distribution of performance from multiple neural-network trials

scientific article published on 01 January 1997

Online Person Name Disambiguation with Constraints

Optical computing: introduction by the feature editors

scientific article

Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping ⬇️

scientific article published in January 2001

PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search

ParsCit: an Open-source CRF Reference String Parsing Package ⬇️

scientific article

Persistence of Web references in scientific research

scholar journal

Persistence of information on the web: analyzing citations contained in research articles

scientific article (publication date: 2000)

Pruning recurrent neural networks for improved generalization performance

scientific article published in January 1994 in IEEE Transactions on Neural Networks

Pruning recurrent neural networks for improved generalization performance

scholarly article

Reports of the 2016 AAAI Workshop Program

Reports on the 2015 AAAI Workshop Program ⬇️

Representation and Induction of Finite State Machines using Time-Delay Neural Networks ⬇️

scientific article published in January 1997

Representation of fuzzy finite state automata in continuous recurrent, neural networks

Robust Learning of Chaotic Attractors ⬇️

Rule refinement with recurrent neural networks

article

Rule revision with recurrent neural networks

scholarly article by C.W. Omlin & C Lee Giles published 1996 in IEEE Transactions on Knowledge and Data Engineering

SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings

scientific article published on 11 May 2024

Searching the Web: general and scientific information access

article

Self-organization and identification of Web communities

Shapley Homology: Topological Analysis of Sample Influence for Neural Networks

scientific article published on 20 May 2020

SlideGen: an abstractive section-based slide generator for scholarly documents

TableSeer: automatic table metadata extraction and searching in digital libraries

Taxonomy-based query-dependent schemes for profile similarity measurement

scientific article published in 2012

The CHEMDNER corpus of chemicals and drugs and its annotation principles

scientific article

The Ethicality of Web Crawlers

The Number of Scholarly Documents on the Public Web

scientific article

The Real Power of Artificial Markets

scientific article

The neural network pushdown automaton: Architecture, dynamics and training

article

Time-delay neural networks: representation and induction of finite-state machines

scientific article published in January 1997

Towards building a scholarly big data platform: Challenges, lessons and opportunities

scientific article published in September 2014

Training Second-Order Recurrent Neural Networks using Hints

scholarly article published 1992

Unifying Adversarial Training Algorithms with Data Gradient Regularization

scientific article

Using Prior Knowledge in a NNPDA to Learn Context-Free Languages ⬇️

scientific article published in January 1993

Watershed Reanalysis: Towards a National Strategy for Model-Data Integration

Who gets acknowledged: measuring scientific contributions through automatic acknowledgment indexing

scientific article (publication date: 21 December 2004)

Winners don't take all: Characterizing the competition for links on the web

scientific article

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