On the public citation graph
A survey of temporal data mining
0 signed · 379 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/1097-0193(200008)10:4<160::aid-hbm20>3.0.co;2-uopenalex-snapshot
A multistep Unsupervised Fuzzy Clustering Analysis of fMRI time series
inferredcites →https://doi.org/10.1006/eujc.1993.1030openalex-snapshot
The Distribution of Subword Counts is Usually Normal
inferredcites →https://doi.org/10.1007/0-306-47044-6_7openalex-snapshot
Automatic On-Line Signature Verification
inferredcites →https://doi.org/10.1007/3-540-44565-x_3openalex-snapshot
Using Dynamic Time Warping to Bootstrap HMM-Based Clustering of Time Series
inferredcites →https://doi.org/10.1007/3-540-45650-3_37openalex-snapshot
A Practical Algorithm to Find the Best Episode Patterns
inferredcites →https://doi.org/10.1007/3-540-45681-3_5openalex-snapshot
On the Discovery of Weak Periodicities in Large Time Series
inferredcites →https://doi.org/10.1007/3-540-48412-4_17openalex-snapshot
Discovering Dynamics Using Bayesian Clustering
inferredcites →https://doi.org/10.1007/3-540-49257-7_25openalex-snapshot
Discovering Frequent Closed Itemsets for Association Rules
inferredcites →https://doi.org/10.1007/3-540-64383-4_24openalex-snapshot
Mining algorithms for sequential patterns in parallel : Hash based approach
inferredcites →https://doi.org/10.1007/978-0-387-21606-5openalex-snapshot
The Elements of Statistical Learning
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4615-1733-7openalex-snapshot
Data Mining for Scientific and Engineering Applications
inferredcites →https://doi.org/10.1007/978-1-4615-1733-7_3openalex-snapshot
Data Mining at the Interface of Computer Science and Statistics
inferredcites →https://doi.org/10.1007/978-1-4757-3247-4openalex-snapshot
Statistical Methods in Bioinformatics
inferredcites →https://doi.org/10.1007/978-3-540-24775-3_77openalex-snapshot
Discovering Partial Periodic Patterns in Discrete Data Sequences
inferredcites →https://doi.org/10.1007/978-3-540-30116-5_30openalex-snapshot
Constraint-Based Mining of Episode Rules and Optimal Window Sizes
inferredcites →https://doi.org/10.1007/978-3-540-39804-2_10openalex-snapshot
Discovering Unbounded Episodes in Sequential Data
inferredcites →https://doi.org/10.1007/bf00115009openalex-snapshot
Learning to Predict by the Methods of Temporal Differences
inferredcites →https://doi.org/10.1007/bf00993384openalex-snapshot
Neural Networks for Full-Scale Protein Sequence Classification: Sequence Encoding with Singular Value Decomposition
inferredcites →https://doi.org/10.1007/bfb0014140openalex-snapshot
Mining sequential patterns: Generalizations and performance improvements
inferredcites →https://doi.org/10.1007/pl00009244openalex-snapshot
On Pattern Frequency Occurrences in a Markovian Sequence
inferredcites →https://doi.org/10.1007/s10115-004-0174-5openalex-snapshot
Reliable detection of episodes in event sequences
inferredcites →https://doi.org/10.1016/0004-3702(85)90003-7openalex-snapshot
Discovering patterns in sequences of events
inferredcites →https://doi.org/10.1016/0304-3975(94)90010-8openalex-snapshot
A theory of timed automata
inferredcites →https://doi.org/10.1016/0967-0661(95)90080-2openalex-snapshot
Neural networks: A comprehensive foundation
inferredcites →https://doi.org/10.1016/b978-0-323-89775-4.00003-1openalex-snapshot
Biological sequence analysis
inferredcites →https://doi.org/10.1016/c2009-0-19715-5openalex-snapshot
Data Mining: Practical Machine Learning Tools and Techniques
inferredcites →https://doi.org/10.1016/s0933-3657(02)00058-1openalex-snapshot
Principles of Data Mining
inferredcites →https://doi.org/10.1017/cbo9780511574931openalex-snapshot
Algorithms on Strings, Trees and Sequences
inferredcites →https://doi.org/10.1017/cbo9780511790492openalex-snapshot
Biological Sequence Analysis
inferredcites →https://doi.org/10.1023/a:1009748302351openalex-snapshot
Discovery of Frequent Episodes in Event Sequences
inferredcites →https://doi.org/10.1023/a:1024992613384openalex-snapshot
Model-Based Clustering and Visualization of Navigation Patterns on a Web Site
inferredcites →https://doi.org/10.1073/pnas.91.3.1059openalex-snapshot
Hidden Markov models of biological primary sequence information.
inferredcites →https://doi.org/10.1080/07391102.1989.10506528openalex-snapshot
Linguistics of Nucleotide Sequences I: The Significance of Deviations from Mean Statistical Characteristics and Prediction of the Frequencies of Occurrence of Words
inferredcites →https://doi.org/10.1093/nar/16.22.10881openalex-snapshot
Multiple sequence alignment with hierarchical clustering
inferredcites →https://doi.org/10.1098/rsta.1927.0007openalex-snapshot
VII. On a method of investigating periodicities disturbed series, with special reference to Wolfer's sunspot numbers
inferredcites →https://doi.org/10.1101/gr.75202openalex-snapshot
A Computer-Based Method of Selecting Clones for a Full-Length cDNA Project: Simultaneous Collection of Negligibly Redundant and Variant cDNAs
inferredcites →https://doi.org/10.1101/gr.9.11.1143openalex-snapshot
A Comprehensive Approach to Clustering of Expressed Human Gene Sequence: The Sequence Tag Alignment and Consensus Knowledge Base
inferredcites →https://doi.org/10.1103/physrevlett.79.1475openalex-snapshot
Classification of Time Series Data with Nonlinear Similarity Measures
inferredcites →https://doi.org/10.1108/ir.1999.04926fae.001openalex-snapshot
Lecture Notes in Computer Science 1205
inferredcites →https://doi.org/10.1109/34.57669openalex-snapshot
The state of the art in online handwriting recognition
inferredcites →https://doi.org/10.1109/5.18626openalex-snapshot
A tutorial on hidden Markov models and selected applications in speech recognition
inferredcites →https://doi.org/10.1109/5.554220openalex-snapshot
Automatic on-line signature verification
inferredcites →https://doi.org/10.1109/69.683754openalex-snapshot
Discovering frequent event patterns with multiple granularities in time sequences
inferredcites →https://doi.org/10.1109/76.718507openalex-snapshot
A fully automated content-based video search engine supporting spatiotemporal queries
inferredcites →https://doi.org/10.1109/86.895948openalex-snapshot
Using time-dependent neural networks for EEG classification
inferredcites →https://doi.org/10.1109/9780470546475openalex-snapshot
Speech Communications: Human and Machine
inferredcites →https://doi.org/10.1109/99.295375openalex-snapshot
A point of contact between computer science and molecular biology
inferredcites →https://doi.org/10.1109/cvpr.1988.196275openalex-snapshot
Recognition of handwritten word: first and second order hidden Markov model based approach
inferredcites →https://doi.org/10.1109/cvpr.1992.223161openalex-snapshot
Recognizing human action in time-sequential images using hidden Markov model
inferredcites →https://doi.org/10.1109/cvpr.2003.1211378openalex-snapshot
Discovering clusters in motion time-series data
inferredcites →https://doi.org/10.1109/hicss.2003.1173921openalex-snapshot
Improving the efficiency of interactive sequential pattern mining by incremental pattern discovery
inferredcites →https://doi.org/10.1109/icassp.1986.1168951openalex-snapshot
Script recognition using hidden Markov models
inferredcites →https://doi.org/10.1109/icde.1999.754913openalex-snapshot
Efficient mining of partial periodic patterns in time series database
inferredcites →https://doi.org/10.1109/icde.2000.839385openalex-snapshot
Landmarks: a new model for similarity-based pattern querying in time series databases
inferredcites →https://doi.org/10.1109/icde.2001.914829openalex-snapshot
Mining partially periodic event patterns with unknown periods
inferredcites →https://doi.org/10.1109/icde.2004.1319986openalex-snapshot
BIDE: efficient mining of frequent closed sequences
inferredcites →https://doi.org/10.1109/icdm.2001.989529openalex-snapshot
Distance measures for effective clustering of ARIMA time-series
inferredcites →https://doi.org/10.1109/icdm.2002.1184037openalex-snapshot
Mixtures of ARMA models for model-based time series clustering
inferredcites →https://doi.org/10.1109/icdm.2003.1250904openalex-snapshot
Reliable detection of episodes in event sequences
inferredcites →https://doi.org/10.1109/icdm.2004.10090openalex-snapshot
Detection of Significant Sets of Episodes in Event Sequences
inferredcites →https://doi.org/10.1109/icpr.2000.906046openalex-snapshot
Rival penalized competitive learning for model-based sequence clustering
inferredcites →https://doi.org/10.1109/ijcnn.1990.137629openalex-snapshot
Temporal backpropagation for FIR neural networks
inferredcites →https://doi.org/10.1109/isit.1997.613234openalex-snapshot
On pattern frequency occurrences in a Markovian sequence
inferredcites →https://doi.org/10.1109/tassp.1980.1163421openalex-snapshot
Distortion measures for speech processing
inferredcites →https://doi.org/10.1109/tkde.2002.1000341openalex-snapshot
Mining sequential patterns with regular expression constraints
inferredcites →https://doi.org/10.1109/tkde.2003.1209015openalex-snapshot
Progressive partition miner: An efficient algorithm for mining general temporal association rules
inferredcites →https://doi.org/10.1109/tkde.2005.181openalex-snapshot
Discovering frequent episodes and learning hidden Markov models: a formal connection
inferredcites →https://doi.org/10.1137/1.9781611972719.2openalex-snapshot
Decomposition of Event Sequences into Independent Components
inferredcites →https://doi.org/10.1137/1.9781611972733.15openalex-snapshot
CloSpan: Mining: Closed Sequential Patterns in Large Datasets
inferredcites →https://doi.org/10.1137/1.9781611972757.36openalex-snapshot
Markov models for identification of significant episodes
inferredcites →https://doi.org/10.1137/1025045openalex-snapshot
An Overview of Sequence Comparison: Time Warps, String Edits, and Macromolecules
inferredcites →https://doi.org/10.1142/9789812799623_0022openalex-snapshot
FINDING WEAK MOTIFS IN DNA SEQUENCES
inferredcites →https://doi.org/10.1145/1031120.1031122openalex-snapshot
Bioinformatics—an introduction for computer scientists
inferredcites →https://doi.org/10.1145/125490.125492openalex-snapshot
The human genome project and informatics
inferredcites →https://doi.org/10.1145/170035.170072openalex-snapshot
Mining association rules between sets of items in large databases
inferredcites →https://doi.org/10.1145/170036.170072openalex-snapshot
Mining association rules between sets of items in large databases
inferredcites →https://doi.org/10.1145/191839.191863openalex-snapshot
Combinatorial pattern discovery for scientific data
inferredcites →https://doi.org/10.1145/191843.191863openalex-snapshot
Combinatorial pattern discovery for scientific data
inferredcites →https://doi.org/10.1145/276304.276307openalex-snapshot
Exploratory mining and pruning optimizations of constrained associations rules
inferredcites →https://doi.org/10.1145/276305.276307openalex-snapshot
Exploratory mining and pruning optimizations of constrained associations rules
inferredcites →https://doi.org/10.1145/288627.288643openalex-snapshot
Efficient enumeration of frequent sequences
inferredcites →https://doi.org/10.1145/347090.347153openalex-snapshot
Scaling up dynamic time warping for datamining applications
inferredcites →https://doi.org/10.1145/354756.354857openalex-snapshot
A comparison of DFT and DWT based similarity search in time-series databases
inferredcites →https://doi.org/10.1145/775069.775070openalex-snapshot
Pattern discovery in sequences under a Markov assumption
inferredcites →https://doi.org/10.17863/cam.14051openalex-snapshot
Face recognition using Hidden Markov Models
inferredcites →https://doi.org/10.2165/00002018-200730070-00010openalex-snapshot
Principles of Data Mining
inferredcites →https://doi.org/10.2307/2286028openalex-snapshot
Pattern Classification and Scene Analysis.
inferredcites →https://doi.org/10.2307/2988198openalex-snapshot
Time Series Analysis: Forecasting and Control.
inferredcites →https://doi.org/10.2307/3008255openalex-snapshot
Time Series Analysis Forecasting and Control.
inferredcites →https://doi.org/10.2307/3150485openalex-snapshot
Time Series Analysis: Forecasting and Control
inferredcites →https://doi.org/10.5281/zenodo.13513528openalex-snapshot
Statis[t]ical methods in bioinformatics: an introduction
inferredcites →https://doi.org/10.57938/2634a713-ad15-4c84-921f-f34dcff53ef7openalex-snapshot
Temporal pattern recognition in noisy non-stationary time series based on quantization into symbolic streams. Lessons learned from financial volatility trading.
inferredcites →https://doi.org/10.5860/choice.49-3305openalex-snapshot
Data mining: concepts and techniques
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/9781118445112.stat08016openalex-snapshot
Association Rule Mining
inferred← citeshttps://doi.org/10.1002/nem.1980openalex-snapshot
ALACA: A platform for dynamic alarm collection and alert notification in network management systems
inferred← citeshttps://doi.org/10.1007/978-0-85729-130-1_8openalex-snapshot
Evolving Temporal Association Rules with Genetic Algorithms
inferred← citeshttps://doi.org/10.1007/978-1-4471-7527-8_6openalex-snapshot
Computational Analysis Support
inferred← citeshttps://doi.org/10.1007/978-3-030-47358-7_8openalex-snapshot
Incremental Sequential Rule Mining with Streaming Input Traces
inferred← citeshttps://doi.org/10.1007/978-3-030-64583-0_21openalex-snapshot
Understanding Production Process Productivity in the Glass Container Industry: A Big Data Approach
inferred← citeshttps://doi.org/10.1007/978-3-030-83819-5_5openalex-snapshot
On Approaches for Monitoring Categorical Event Series
inferred← citeshttps://doi.org/10.1007/978-3-031-69947-4_6openalex-snapshot
Computational Ethnography: Automated and Unobtrusive Means for Collecting Data In Situ for Human–Computer Interaction Evaluation Studies
inferred← citeshttps://doi.org/10.1007/978-3-031-77527-7_2openalex-snapshot
Time Series and Similarity Measures
inferred← citeshttps://doi.org/10.1007/978-3-031-77527-7_3openalex-snapshot
Time Series Classification
inferred← citeshttps://doi.org/10.1007/978-3-319-03859-9_1openalex-snapshot
Clustering and Change Detection in Multiple Streaming Time Series
inferred← citeshttps://doi.org/10.1007/978-3-319-05476-6_32openalex-snapshot
Deriving Composite Periodic Patterns from Database Audit Trails
inferred← citeshttps://doi.org/10.1007/978-3-319-09891-3_13openalex-snapshot
Utilizing Data Mining for Predictive Modeling of Colorectal Cancer Using Electronic Medical Records
inferred← citeshttps://doi.org/10.1007/978-3-319-17272-9_6openalex-snapshot
Computational Ethnography: Automated and Unobtrusive Means for Collecting Data In Situ for Human–Computer Interaction Evaluation Studies
inferred← citeshttps://doi.org/10.1007/978-3-319-25840-9_1openalex-snapshot
Efficient Discovery of Episode Rules with a Minimal Antecedent and a Distant Consequent
inferred← citeshttps://doi.org/10.1007/978-3-319-30927-9_60openalex-snapshot
An Approach for Mining Similar Temporal Association Patterns in Single Database Scan
inferred← citeshttps://doi.org/10.1007/978-3-319-40973-3_33openalex-snapshot
A Data Mining and Visual Analytics Perspective on Sustainability-Oriented Infrastructure Planning
inferred← citeshttps://doi.org/10.1007/978-3-319-68560-1_41openalex-snapshot
HoP: Histogram of Patterns for Human Action Representation
inferred← citeshttps://doi.org/10.1007/978-3-319-96893-3_10openalex-snapshot
Discovering Multiple Time Lags of Temporal Dependencies from Fluctuating Events
inferred← citeshttps://doi.org/10.1007/978-3-540-88045-5openalex-snapshot
Innovative Applications in Data Mining
inferred← citeshttps://doi.org/10.1007/978-3-540-88045-5_4openalex-snapshot
Clustering Dynamic Web Usage Data
inferred← citeshttps://doi.org/10.1007/978-3-642-10392-6_3openalex-snapshot
Mining Top-K Periodic-Frequent Pattern from Transactional Databases without Support Threshold
inferred← citeshttps://doi.org/10.1007/978-3-642-12519-5_9openalex-snapshot
An Adaptive Sensor Mining Framework for Pervasive Computing Applications
inferred← citeshttps://doi.org/10.1007/978-3-642-13657-3_33openalex-snapshot
Mining Association Rules in Long Sequences
inferred← citeshttps://doi.org/10.1007/978-3-642-24425-4_88openalex-snapshot
Granular-Based Partial Periodic Pattern Discovery over Time Series Data
inferred← citeshttps://doi.org/10.1007/978-3-642-25856-5_14openalex-snapshot
Mining Top-K Sequential Rules
inferred← citeshttps://doi.org/10.1007/978-3-642-25908-1_39openalex-snapshot
Analytical Classification and Evaluation of Various Approaches in Temporal Data Mining
inferred← citeshttps://doi.org/10.1007/978-3-642-29361-0_6openalex-snapshot
An Integrated Approach for Healthcare Planning over Multi-dimensional Data Using Long-Term Prediction
inferred← citeshttps://doi.org/10.1007/978-3-642-30353-1_27openalex-snapshot
Mining Sequential Rules Common to Several Sequences with the Window Size Constraint
inferred← citeshttps://doi.org/10.1007/978-3-642-30454-5_9openalex-snapshot
On the Need of New Approaches for the Novel Problem of Long-Term Prediction over Multi-dimensional Data
inferred← citeshttps://doi.org/10.1007/978-3-642-34459-6_14openalex-snapshot
A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series
inferred← citeshttps://doi.org/10.1007/978-3-642-34654-5_10openalex-snapshot
Time Series Discretization Based on the Approximation of the Local Slope Information
inferred← citeshttps://doi.org/10.1007/978-3-642-37382-4_3openalex-snapshot
Mining Complex Event Patterns in Computer Networks
inferred← citeshttps://doi.org/10.1007/978-3-642-37456-2_47openalex-snapshot
Adaptive Temporal Entity Resolution on Dynamic Databases
inferred← citeshttps://doi.org/10.1007/978-3-642-39146-0_37openalex-snapshot
Interactive Visual Transformation for Symbolic Representation of Time-Oriented Data
inferred← citeshttps://doi.org/10.1007/978-3-642-40669-0_34openalex-snapshot
(TD)2PaM: A Constraint-Based Algorithm for Mining Temporal Patterns in Transactional Databases
inferred← citeshttps://doi.org/10.1007/978-3-642-40769-7_23openalex-snapshot
Mathematical Morphology Tools to Evaluate Periodic Linguistic Summaries
inferred← citeshttps://doi.org/10.1007/978-3-642-40837-3_3openalex-snapshot
Spatio-temporal Data Mining for Climate Data: Advances, Challenges, and Opportunities
inferred← citeshttps://doi.org/10.1007/978-3-662-46531-8_6openalex-snapshot
Data Mining for Temporal Data
inferred← citeshttps://doi.org/10.1007/978-90-481-8990-8_6openalex-snapshot
Accounting for Social, Spatial, and Textual Interconnections
inferred← citeshttps://doi.org/10.1007/s00354-009-0115-7openalex-snapshot
Evolutionary Synthesis of Stochastic Gene Network Models Using Feature-based Search Spaces
inferred← citeshttps://doi.org/10.1007/s10115-013-0669-zopenalex-snapshot
A general streaming algorithm for pattern discovery
inferred← citeshttps://doi.org/10.1007/s10115-014-0758-7openalex-snapshot
Co-clustering of fuzzy lagged data
inferred← citeshttps://doi.org/10.1007/s10115-015-0881-0openalex-snapshot
Comparison of different weighting schemes for the kNN classifier on time-series data
inferred← citeshttps://doi.org/10.1007/s10115-022-01725-1openalex-snapshot
Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints
inferred← citeshttps://doi.org/10.1007/s10618-010-0171-0openalex-snapshot
Using interesting sequences to interactively build Hidden Markov Models
inferred← citeshttps://doi.org/10.1007/s10618-018-0573-yopenalex-snapshot
Constrained distance based clustering for time-series: a comparative and experimental study
inferred← citeshttps://doi.org/10.1007/s10639-020-10241-0openalex-snapshot
Regression analysis of student academic performance using deep learning
inferred← citeshttps://doi.org/10.1007/s10661-023-11471-8openalex-snapshot
Short-term relation between air pollutants and hospitalizations for respiratory diseases: analysis by temporal association rules
inferred← citeshttps://doi.org/10.1007/s10845-019-01492-xopenalex-snapshot
On mining frequent chronicles for machine failure prediction
inferred← citeshttps://doi.org/10.1007/s10878-015-9904-8openalex-snapshot
A minimized-rule based approach for improving data currency
inferred← citeshttps://doi.org/10.1007/s11042-016-3638-1openalex-snapshot
Parallel implementing improved k-means applied for image retrieval and anomaly detection
inferred← citeshttps://doi.org/10.1007/s11222-009-9141-zopenalex-snapshot
Rule generation for categorical time series with Markov assumptions
inferred← citeshttps://doi.org/10.1007/s12046-014-0236-7openalex-snapshot
An intelligent temporal pattern classification system using fuzzy temporal rules and particle swarm optimization
inferred← citeshttps://doi.org/10.1007/s12046-019-1125-xopenalex-snapshot
Streamlining multitemporal vegetation indices for dependable crop growth monitoring in Himalayan foothill region
inferred← citeshttps://doi.org/10.1007/s12046-021-01689-yopenalex-snapshot
A bespoke PSS development roadmap for construction OEMs
inferred← citeshttps://doi.org/10.1007/s12594-018-1012-9openalex-snapshot
Rainfall-Runoff Modeling using Clustering and Regression Analysis for the River Brahmaputra Basin
inferred← citeshttps://doi.org/10.1007/s13735-014-0070-zopenalex-snapshot
VIDCAR: an unsupervised CBVR framework for identifying similar videos with prominent object motion
inferred← citeshttps://doi.org/10.1007/s40595-015-0042-0openalex-snapshot
Predicting database workloads through mining periodic patterns in database audit trails
inferred← citeshttps://doi.org/10.1007/s42421-026-00176-2openalex-snapshot
Discovery of Electric Bus Driving Maneuver Regimes from Vehicle Trajectory Data Using Deep Autoencoder and Gaussian Mixture Model
inferred← citeshttps://doi.org/10.1016/b978-0-12-822856-2.00007-1openalex-snapshot
Medical signal processing
inferred← citeshttps://doi.org/10.1016/b978-0-443-15845-2.00010-4openalex-snapshot
Data and feature engineering
inferred← citeshttps://doi.org/10.1016/j.artmed.2007.06.003openalex-snapshot
Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data
inferred← citeshttps://doi.org/10.1016/j.asoc.2020.106701openalex-snapshot
Clustering time-series by a novel slope-based similarity measure considering particle swarm optimization
inferred← citeshttps://doi.org/10.1016/j.cag.2013.10.007openalex-snapshot
Mind the time: Unleashing temporal aspects in pattern discovery
inferred← citeshttps://doi.org/10.1016/j.cie.2012.01.013openalex-snapshot
Mining association rules from time series to explain failures in a hot-dip galvanizing steel line
inferred← citeshttps://doi.org/10.1016/j.csda.2008.02.018openalex-snapshot
Discovering patterns in categorical time series using IFS
inferred← citeshttps://doi.org/10.1016/j.dss.2011.01.008openalex-snapshot
Information mining — Reflections on recent advancements and the road ahead in data, text, and media mining
inferred← citeshttps://doi.org/10.1016/j.epsr.2016.07.018openalex-snapshot
Classification for consumption data in smart grid based on forecasting time series
inferred← citeshttps://doi.org/10.1016/j.eswa.2017.10.035openalex-snapshot
DEER : Distant and Essential Episode Rules for early prediction
inferred← citeshttps://doi.org/10.1016/j.eswa.2019.04.007openalex-snapshot
Learning of complex event processing rules with genetic programming
inferred← citeshttps://doi.org/10.1016/j.ijcip.2016.02.004openalex-snapshot
Exploiting traffic periodicity in industrial control networks
inferred← citeshttps://doi.org/10.1016/j.imavis.2014.08.010openalex-snapshot
Dynamic scene understanding using temporal association rules
inferred← citeshttps://doi.org/10.1016/j.ins.2019.12.053openalex-snapshot
A deep learning approach for multi-attribute data: A study of train delay prediction in railway systems
inferred← citeshttps://doi.org/10.1016/j.is.2015.04.007openalex-snapshot
Time-series clustering – A decade review
inferred← citeshttps://doi.org/10.1016/j.is.2017.03.004openalex-snapshot
A shape-based adaptive segmentation of time-series using particle swarm optimization
inferred← citeshttps://doi.org/10.1016/j.jbi.2017.10.002openalex-snapshot
Consistent discovery of frequent interval-based temporal patterns in chronic patients’ data
inferred← citeshttps://doi.org/10.1016/j.jbi.2017.12.007openalex-snapshot
Patient ranking with temporally annotated data
inferred← citeshttps://doi.org/10.1016/j.jisa.2019.102375openalex-snapshot
Discovering and utilising expert knowledge from security event logs
inferred← citeshttps://doi.org/10.1016/j.jksuci.2018.04.002openalex-snapshot
Ensemble human movement sequence prediction model with Apriori based Probability Tree Classifier (APTC) and Bagged J48 on Machine learning
inferred← citeshttps://doi.org/10.1016/j.jnca.2017.12.015openalex-snapshot
A sequential pattern mining model for application workload prediction in cloud environment
inferred← citeshttps://doi.org/10.1016/j.jss.2008.07.037openalex-snapshot
Mining temporal interval relational rules from temporal data
inferred← citeshttps://doi.org/10.1016/j.knosys.2011.07.005openalex-snapshot
CMRules: Mining sequential rules common to several sequences
inferred← citeshttps://doi.org/10.1016/j.knosys.2017.02.023openalex-snapshot
Detecting known and unknown faults in automotive systems using ensemble-based anomaly detection
inferred← citeshttps://doi.org/10.1016/j.mlwa.2022.100314openalex-snapshot
Behavior prediction based on a Commodity Utility-Behavior Sequence model
inferred← citeshttps://doi.org/10.1016/j.neucom.2010.03.022openalex-snapshot
Temporal data mining using shape space representations of time series
inferred← citeshttps://doi.org/10.1016/j.procs.2012.09.115openalex-snapshot
Temporal Data Mining and Visualization for Treatment Outcome Prediction in HIV Patients
inferred← citeshttps://doi.org/10.1016/j.trc.2016.06.007openalex-snapshot
A mathematical programming technique for matching time-stamped records in logistics and transportation systems
inferred← citeshttps://doi.org/10.1049/cp:20081170openalex-snapshot
Keeping the intelligent environment resident in the loop
inferred← citeshttps://doi.org/10.1080/00207160.2014.898065openalex-snapshot
On the understanding of profiles by means of post-processing techniques: an application to financial assets
inferred← citeshttps://doi.org/10.1080/01969722.2017.1418730openalex-snapshot
Visualizing Multidimensional Lifelogging Data: A Case Study on MyMovieHistory Project
inferred← citeshttps://doi.org/10.1080/03610918.2011.654026openalex-snapshot
Sequential Pattern Analysis: A Statistical Investigation of Sequence Length and Support
inferred← citeshttps://doi.org/10.1080/08839514.2011.606663openalex-snapshot
A NOTE ON TWO APPLICATIONS OF LOGICAL MATCHING STRATEGY
inferred← citeshttps://doi.org/10.1080/09524622.2011.9753652openalex-snapshot
FRAMEWORK FOR DEVELOPING PROTOTYPE BIOACOUSTIC DEVICES IN AID OF OPEN SEA KILLER WHALE PROTECTION
inferred← citeshttps://doi.org/10.1109/access.2025.3529883openalex-snapshot
Clustering and Investigation of Human Driving Behavior Using Autoencoder and Risk Assessment
inferred← citeshttps://doi.org/10.1109/ams.2009.15openalex-snapshot
Flood Pattern Detection Using Sliding Window Technique
inferred← citeshttps://doi.org/10.1109/bdcloud.2018.00174openalex-snapshot
Predicting Hacker Adoption on Darkweb Forums Using Sequential Rule Mining
inferred← citeshttps://doi.org/10.1109/bigdata52589.2021.9672021openalex-snapshot
Mining On-shelf High-utility Quantitative Itemsets
inferred← citeshttps://doi.org/10.1109/bracis.2013.24openalex-snapshot
Symbolic Representation Based on Temporal Order Information for Time Series Classification
inferred← citeshttps://doi.org/10.1109/cac51589.2020.9327108openalex-snapshot
Application of data Mining in Building Safety Construction
inferred← citeshttps://doi.org/10.1109/chinasip.2014.6889345openalex-snapshot
Temporal data analytics based on eigenmotif and shape space representations of time series
inferred← citeshttps://doi.org/10.1109/cit.2014.27openalex-snapshot
Mining Periodic Patterns from Nested Event Logs
inferred← citeshttps://doi.org/10.1109/ctems.2018.8769122openalex-snapshot
Time-Based Connotation Rule Mining Based on T-Apriori Algorithm Using Weka Tool Slants
inferred← citeshttps://doi.org/10.1109/ecrts.2016.22openalex-snapshot
Anomaly Detection Using Inter-Arrival Curves for Real-Time Systems
inferred← citeshttps://doi.org/10.1109/edocw.2016.7584341openalex-snapshot
A Toolkit for Streaming Process Data Analysis
inferred← citeshttps://doi.org/10.1109/eknow.2010.16openalex-snapshot
Mining Several Kinds of Temporal Association Rules Enhanced by Tree Structures
inferred← citeshttps://doi.org/10.1109/embc46164.2021.9629993openalex-snapshot
A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection
inferred← citeshttps://doi.org/10.1109/embsisc.2016.7508614openalex-snapshot
Machine learning model for temporal pattern recognition
inferred← citeshttps://doi.org/10.1109/escience.2019.00029openalex-snapshot
Timing is Everything: Identifying Diverse Interaction Dynamics in Scenario and Non-Scenario Meetings
inferred← citeshttps://doi.org/10.1109/ever52347.2021.9456629openalex-snapshot
An Anomaly Detection Study on Automotive Sensor Data Time Series for Vehicle Applications
inferred← citeshttps://doi.org/10.1109/foci.2013.6602462openalex-snapshot
Linguistic summaries for periodicity detection based on mathematical morphology
inferred← citeshttps://doi.org/10.1109/gefs.2011.5949497openalex-snapshot
Evolving temporal fuzzy itemsets from quantitative data with a multi-objective evolutionary algorithm
inferred← citeshttps://doi.org/10.1109/hicss.2012.467openalex-snapshot
Pattern Discovery of User Interface Sequencing by Rehabilitation Clients with Cognitive Impairments
inferred← citeshttps://doi.org/10.1109/hicss.2013.574openalex-snapshot
Transition Discovery of Sequential Behaviors in Email Application Usage Using Hidden Markov Models
inferred← citeshttps://doi.org/10.1109/hicss.2015.622openalex-snapshot
Data Mining Behavioral Transitions in Open Source Repositories
inferred← citeshttps://doi.org/10.1109/hicss.2016.176openalex-snapshot
A Mathematical Programming Model for Matching Sequential Activities in Logistics Systems with Tolerance for Erroneous or Missing Data
inferred← citeshttps://doi.org/10.1109/iccic.2015.7435809openalex-snapshot
A novel approach to discover similar temporal association patterns in a single database scan
inferred← citeshttps://doi.org/10.1109/iccomm.2014.6866702openalex-snapshot
Multitemporal Satellite Image Time Series analysis of urban development in Bucharest and Ilfov areas
inferred← citeshttps://doi.org/10.1109/icdmw.2012.92openalex-snapshot
Generating Diverse Realistic Data Sets for Episode Mining
inferred← citeshttps://doi.org/10.1109/ice-ccn.2013.6528507openalex-snapshot
Generation of temporal class association rules from quantitative data using evolutionary approach
inferred← citeshttps://doi.org/10.1109/ichi.2015.42openalex-snapshot
A Framework for Mining Evolution Rules and Its Application to the Clinical Domain
inferred← citeshttps://doi.org/10.1109/ichms53169.2021.9582661openalex-snapshot
Crowd Modeling using Temporal Association Rules
inferred← citeshttps://doi.org/10.1109/icmla.2009.13openalex-snapshot
A Supervised Time Series Feature Extraction Technique Using DCT and DWT
inferred← citeshttps://doi.org/10.1109/icmla.2016.0152openalex-snapshot
Using Temporal Discovery and Data-Driven Journey-Maps to Predict Customer Satisfaction
inferred← citeshttps://doi.org/10.1109/icoiss.2013.6678404openalex-snapshot
Temporal outlier detection using fuzzy logic and evolutionary computation
inferred← citeshttps://doi.org/10.1109/icrcicn.2015.7434222openalex-snapshot
Multi objective hybridized firefly algorithm with group search optimization for data clustering
inferred← citeshttps://doi.org/10.1109/ie.2017.13openalex-snapshot
Understanding Your History: Multi-dimensional Data Stream Visualization of Personal Lifelogging Data
inferred← citeshttps://doi.org/10.1109/iecon.2013.6699944openalex-snapshot
Residential appliance identification and future usage prediction from smart meter
inferred← citeshttps://doi.org/10.1109/igbsg.2016.7539447openalex-snapshot
Forecast based classification for power consumption data
inferred← citeshttps://doi.org/10.1109/inista.2019.8778300openalex-snapshot
Dynamic Time Warping: Itakura vs Sakoe-Chiba
inferred← citeshttps://doi.org/10.1109/inista49547.2020.9194639openalex-snapshot
Time-Series Classification with Constrained DTW Distance and Inverse-Square Weighted k-NN
inferred← citeshttps://doi.org/10.1109/isacv.2017.8054906openalex-snapshot
A methodology for prior management of temporal data quality in a data mining process
inferred← citeshttps://doi.org/10.1109/isda.2007.51openalex-snapshot
Construction and Analysis of Evolving Data Summaries: An Application on Web Usage Data
inferred← citeshttps://doi.org/10.1109/isda.2012.6416575openalex-snapshot
Temporal outlier detection on quantitative data using unexpectedness measure
inferred← citeshttps://doi.org/10.1109/isivc.2018.8709173openalex-snapshot
Towards An Efficient Real-time Approach To Loan Credit Approval Using Deep Learning
inferred← citeshttps://doi.org/10.1109/isspit.2014.7300580openalex-snapshot
Global vs. local features for gender identification using Arabic and English handwriting
inferred← citeshttps://doi.org/10.1109/iti.2008.4588435openalex-snapshot
Data-mining by probability-based patterns
inferred← citeshttps://doi.org/10.1109/itsim.2008.4631727openalex-snapshot
Risk-management by probability-based patterns in data-mining
inferred← citeshttps://doi.org/10.1109/jstars.2019.2950406openalex-snapshot
Constrained Distance-Based Clustering for Satellite Image Time-Series
inferred← citeshttps://doi.org/10.1109/med.2010.5547603openalex-snapshot
Sequence pattern discovery of events caused by ground fault trips in power distribution systems
inferred← citeshttps://doi.org/10.1109/mipro.2016.7522190openalex-snapshot
Time series analysis and possible applications
inferred← citeshttps://doi.org/10.1109/ncm.2008.192openalex-snapshot
Extracting Temporal Behavior Patterns of Mobile User
inferred← citeshttps://doi.org/10.1109/noms.2016.7502960openalex-snapshot
A new approach for clustering alarm sequences in mobile operators
inferred← citeshttps://doi.org/10.1109/rcis.2010.5507391openalex-snapshot
Traces of navigation as knowledge for simulating information retrieval by navigation in hypertext document
inferred← citeshttps://doi.org/10.1109/scc.2009.22openalex-snapshot
Spatio-Temporal Patterns for Problem Determination in IT Services
inferred← citeshttps://doi.org/10.1109/scivis.2018.8823802openalex-snapshot
TimeTubes: Automatic Extraction of Observable Blazar Features from Long-Term, Multi-Dimensional Datasets
inferred← citeshttps://doi.org/10.1109/sibgrapi.2015.18openalex-snapshot
Linea: Building Timelines from Unstructured Text
inferred← citeshttps://doi.org/10.1109/smartsystech.2014.7156025openalex-snapshot
Novel Consumer Classification Scheme for Smart Grids
inferred← citeshttps://doi.org/10.1109/tbme.2008.926673openalex-snapshot
Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up
inferred← citeshttps://doi.org/10.1109/tgrs.2012.2219316openalex-snapshot
A Latent Analysis of Earth Surface Dynamic Evolution Using Change Map Time Series
inferred← citeshttps://doi.org/10.1109/tia.2024.3427712openalex-snapshot
Out of Bounds Anomaly Scores (OBAS) in Smart Failure Detection in Variable Frequency Drives
inferred← citeshttps://doi.org/10.1109/tifs.2022.3170237openalex-snapshot
A Quantum-Inspired Classifier for Early Web Bot Detection
inferred← citeshttps://doi.org/10.1109/tkde.2010.161openalex-snapshot
SwiftRule: Mining Comprehensible Classification Rules for Time Series Analysis
inferred← citeshttps://doi.org/10.1109/tkde.2014.2310219openalex-snapshot
Discovery of Temporal Associations in Multivariate Time Series
inferred← citeshttps://doi.org/10.1109/tkde.2015.2405509openalex-snapshot
Mining Partially-Ordered Sequential Rules Common to Multiple Sequences
inferred← citeshttps://doi.org/10.1109/tkde.2026.3667734openalex-snapshot
Generalizable Dynamic Representation Learning for Source Identification in Sequential Data
inferred← citeshttps://doi.org/10.1109/tsmca.2009.2025137openalex-snapshot
Keeping the Resident in the Loop: Adapting the Smart Home to the User
inferred← citeshttps://doi.org/10.1109/tvcg.2010.206openalex-snapshot
The Streams of Our Lives: Visualizing Listening Histories in Context
inferred← citeshttps://doi.org/10.1109/tvcg.2013.221openalex-snapshot
Visual Analysis of Topic Competition on Social Media
inferred← citeshttps://doi.org/10.1109/wsc.2007.4419666openalex-snapshot
Towards a conceptual framework for visual analytics of time and time-oriented data
inferred← citeshttps://doi.org/10.1111/exsy.12080openalex-snapshot
Contrast set mining in temporal databases
inferred← citeshttps://doi.org/10.1111/j.1468-0394.2011.00591.xopenalex-snapshot
A complete chronicle discovery approach: application to activity analysis
inferred← citeshttps://doi.org/10.1145/1873951.1874153openalex-snapshot
Structuring ordered nominal data for event sequence discovery
inferred← citeshttps://doi.org/10.1145/1941007.1941021openalex-snapshot
Visualisation interactive de données temporelles
inferred← citeshttps://doi.org/10.1145/2070481.2070526openalex-snapshot
Toward multimodal situated analysis
inferred← citeshttps://doi.org/10.1145/2339530.2339633openalex-snapshot
Discovering lag intervals for temporal dependencies
inferred← citeshttps://doi.org/10.1145/2388676.2388702openalex-snapshot
Structural and temporal inference search (STIS)
inferred← citeshttps://doi.org/10.1145/2393347.2393413openalex-snapshot
Interactive data-driven discovery of temporal behavior models from events in media streams
inferred← citeshttps://doi.org/10.1145/2393347.2396512openalex-snapshot
Interactive data-driven search and discovery of temporal behavior patterns from media streams
inferred← citeshttps://doi.org/10.1145/2578726.2578761openalex-snapshot
Search Strategies for Pattern Identification in Multimodal Data
inferred← citeshttps://doi.org/10.1145/2671491.2671498openalex-snapshot
Problem characterization and abstraction for visual analytics in behavior-based malware pattern analysis
inferred← citeshttps://doi.org/10.1145/2678025.2701407openalex-snapshot
Cohort Comparison of Event Sequences with Balanced Integration of Visual Analytics and Statistics
inferred← citeshttps://doi.org/10.1145/2832987.2833064openalex-snapshot
A Survey on Temporal Databases and Data mining
inferred← citeshttps://doi.org/10.1145/2832987.2833069openalex-snapshot
An Approach for Mining Similarity Profiled Temporal Association Patterns Using Gaussian Based Dissimilarity Measure
inferred← citeshttps://doi.org/10.1145/2832987.2833071openalex-snapshot
A Novel Approach for Mining Similarity Profiled Temporal Association Patterns Using Venn Diagrams
inferred← citeshttps://doi.org/10.1145/2980258.2982091openalex-snapshot
Generating Adaptive Partially Ordered Sequential Rules
inferred← citeshttps://doi.org/10.1145/3097983.3098097openalex-snapshot
Finding Precursors to Anomalous Drop in Airspeed During a Flight's Takeoff
inferred← citeshttps://doi.org/10.1145/3117809openalex-snapshot
Probabilistic Complex Event Recognition
inferred← citeshttps://doi.org/10.1145/3145511.3145526openalex-snapshot
Directional Dynamic Time Warping for Gesture Recognition
inferred← citeshttps://doi.org/10.1145/3394486.3403152openalex-snapshot
Predicting Temporal Sets with Deep Neural Networks
inferred← citeshttps://doi.org/10.1145/3478301.3478308openalex-snapshot
Analysis of Techniques for Data Mining
inferred← citeshttps://doi.org/10.1145/3788731.3788752openalex-snapshot
A Multi-Feature Fusion Driven Method for Time Series Pre-event Prediction
inferred← citeshttps://doi.org/10.1155/2008/324626openalex-snapshot
Inferring Neuronal Network Connectivity from Spike Data: A Temporal Data Mining Approach
inferred← citeshttps://doi.org/10.1155/2018/2404089openalex-snapshot
Modified Dynamic Time Warping Based on Direction Similarity for Fast Gesture Recognition
inferred← citeshttps://doi.org/10.11606/d.100.2018.tde-18072018-105824openalex-snapshot
Ensemble de técnicas de representação simbólica para reconhecimento biométrico baseado em sinais de ECG
inferred← citeshttps://doi.org/10.11606/d.55.2009.tde-04062009-201445openalex-snapshot
Uma metodologia para extração de conhecimento em séries temporais por meio da identificação de motifs e da extração de características
inferred← citeshttps://doi.org/10.11606/t.55.2018.tde-01022018-144118openalex-snapshot
Time series data mining using complex networks
inferred← citeshttps://doi.org/10.1162/neco.2009.12-08-928openalex-snapshot
Conditional Probability-Based Significance Tests for Sequential Patterns in Multineuronal Spike Trains
showing the first 200 of 274 · page through all 274
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.