Fusion in stock market prediction: a decade survey on the necessity, recent developments, and potential future directions
A Thakkar, K Chaudhari - Information Fusion, 2021 - Elsevier
Investment in a financial market is aimed at getting higher benefits; this complex market is
influenced by a large number of events wherein the prediction of future market dynamics is …
influenced by a large number of events wherein the prediction of future market dynamics is …
When things matter: A data-centric view of the internet of things
With the recent advances in radio-frequency identification (RFID), low-cost wireless sensor
devices, and Web technologies, the Internet of Things (IoT) approach has gained …
devices, and Web technologies, the Internet of Things (IoT) approach has gained …
DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings
Detecting complex events from subsymbolic data streams (such as images, audio
recordings or videos) is a challenging problem, as traditional symbolic approaches cannot …
recordings or videos) is a challenging problem, as traditional symbolic approaches cannot …
Determination of rule patterns in complex event processing using machine learning techniques
Abstract Complex Event Processing (CEP) is a novel and promising methodology that
enables the real-time analysis of stream event data. The main purpose of CEP is detection of …
enables the real-time analysis of stream event data. The main purpose of CEP is detection of …
Load shedding for complex event processing: Input-based and state-based techniques
Complex event processing (CEP) systems that evaluate queries over streams of events may
face unpredictable input rates and query selectivities. During short peak times, exhaustive …
face unpredictable input rates and query selectivities. During short peak times, exhaustive …
Discovering event queries from traces: Laying foundations for subsequence-queries with wildcards and gap-size constraints
We introduce subsequence-queries with wildcards and gap-size constraints (swg-queries,
for short) as a tool for querying event traces. An swg-query q is given by a string s over an …
for short) as a tool for querying event traces. An swg-query q is given by a string s over an …
DARLING: data-aware load shedding in complex event processing systems
K Chapnik, I Kolchinsky, A Schuster - Proceedings of the VLDB …, 2021 - dl.acm.org
Complex event processing (CEP) is widely employed to detect user-defined combinations,
or patterns, of events in massive streams of incoming data. Numerous applications such as …
or patterns, of events in massive streams of incoming data. Numerous applications such as …
Sequence clustering-based automated rule generation for adaptive complex event processing
Abstract In Complex Event Processing (CEP), complex events are detected according to a
set of rules that are defined by domain experts. However, it makes the reliability of the …
set of rules that are defined by domain experts. However, it makes the reliability of the …
INEv: in-network evaluation for event stream processing
Complex event processing (CEP) detects situations of interest by evaluating queries over
event streams. Once CEP is used in networked applications, the distribution of query …
event streams. Once CEP is used in networked applications, the distribution of query …
U sing strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading
E Christodoulaki, M Kampouridis - 2022 IEEE Congress on …, 2022 - ieeexplore.ieee.org
Algorithmic trading has become an increasingly thriving research area and a lot of focus has
been given on indicators from technical and sentiment analysis. In this paper, we examine …
been given on indicators from technical and sentiment analysis. In this paper, we examine …